Gemini Pro - Google DeepMind

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class="gemini-video__button__icon-bg"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#play-button"></use> </svg> </span> </a> <gemini-border-gradient class="gemini-border"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> <video autoplay muted playsinline loop > <source src="/api/blob/website/media/1-5_Pro_Stories.mp4" type="video/mp4"> </video> </div> </div> </gemini-scale-custom> <template id="768b8766-d480-4460-891e-4fada6942bf0"> <div aria-label="Learn how developers have been putting 1.5 Pro to the test using Google AI Studio and Vertex AI" class="glue-modal gdm-modal gdm-modal--full-width gdm-modal--media"> <div class="gdm-modal__backdrop"></div> <div class="gdm-modal__inner"> <div class="gdm-modal__content"> <figure class="modal-media modal-media--video"> <gdm-youtube class="glue-video gdm-video" data-autoplay="true"> <div class="glue-video__preview-container glue-video__preview-container--inline"> <object aria-hidden="true" class="glue-video__preview" data="https://i.ytimg.com/vi_webp/cogrixfRvWw/maxresdefault.webp" type="image/webp"> <img alt="" class="glue-video__preview-image" loading="lazy" role="presentation" src="https://i.ytimg.com/vi_webp/cogrixfRvWw/hqdefault.webp" /> </object> <div class="glue-video__info"> <svg aria-hidden="true" class="glue-icon glue-video__play-button glue-video__play-button--white" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#video-youtube"></use> </svg> <p class="glue-visually-hidden">Watch</p> </div> </div> <div class="glue-video__container glue-video__container--inline" data-glue-yt-video-vid="cogrixfRvWw"> </div> </gdm-youtube> </figure> </div> <button class="glue-modal__close-btn gdm-modal__close-btn" aria-label="Close the modal"></button> </div> </div> </template></div> </div> <div class="section-title"> <h2 class="glue-headline glue-headline--headline-2 section-title__title">Relentless innovation</h2> <div class="glue-body--large section-title__description"><p data-block-key="3a7xm">Our research team is continually exploring new ideas at the frontier of AI, building innovative products that show consistent progress on a range of benchmarks.</p></div> </div> <section class="gemini-benchmark"> <table class="gemini-benchmark__table" style="--cols-mobile: 2; --cols-desktop: 8" > <thead class="gemini-benchmark__table__head gemini-benchmark--desktop-only"> <tr class="gemini-benchmark__table__head__row"> <th class="gemini-benchmark__table__head__cell"> <p class="gemini-benchmark__table__head__subtitle">Capability</p> </th> <th class="gemini-benchmark__table__head__cell"> <p class="gemini-benchmark__table__head__subtitle">Benchmark</p> </th> <th class="gemini-benchmark__table__head__cell"> <p class="gemini-benchmark__table__head__subtitle">Description</p> </th> <th class="gemini-benchmark__table__head__cell gemini-benchmark__table__head__cell--bg gemini-benchmark__table__head__cell--bg-first gemini-benchmark__table__head__cell--bg-last" > <p class="gemini-benchmark__table__head__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__head__subtitle">(Oct 2024)</p> </th> <th class="gemini-benchmark__table__head__cell"> <p class="gemini-benchmark__table__head__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__head__subtitle">(May 2024)</p> </th> <th class="gemini-benchmark__table__head__cell gemini-benchmark__table__head__cell--bg gemini-benchmark__table__head__cell--bg-first gemini-benchmark__table__head__cell--bg-last" > <p class="gemini-benchmark__table__head__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__head__subtitle">(Sep 2024)</p> </th> <th class="gemini-benchmark__table__head__cell"> <p class="gemini-benchmark__table__head__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__head__subtitle">(May 2024)</p> </th> <th class="gemini-benchmark__table__head__cell gemini-benchmark__table__head__cell--bg gemini-benchmark__table__head__cell--bg-first gemini-benchmark__table__head__cell--bg-last" > <p class="gemini-benchmark__table__head__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__head__subtitle">(Sep 2024)</p> </th> </tr> </thead> <tbody class="gemini-benchmark__table__body"> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > General </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MMLU-Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Enhanced version of popular MMLU dataset with questions across multiple subjects with higher difficulty tasks </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > General </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MMLU-Pro </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Enhanced version of popular MMLU dataset with questions across multiple subjects with higher difficulty tasks </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 58.7% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 59.1% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 67.3% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 69.0% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sept 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 75.8% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Code </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Natural2Code </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Code generation across Python, Java, C++, JS, Go . Held out dataset HumanEval-like, not leaked on the web </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Code </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Natural2Code </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Code generation across Python, Java, C++, JS, Go . Held out dataset HumanEval-like, not leaked on the web </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 75.5% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 77.2% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 79.8% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 82.6% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 85.4% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Math </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MATH </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Challenging math problems (incl. algebra, geometry, pre-calculus, and others) </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Math </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline--headline-6" > MATH </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Challenging math problems (incl. algebra, geometry, pre-calculus, and others) </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 58.7% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 54.9% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 77.9% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 67.7% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 86.5% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > HiddenMath </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Competition-level math problems, Held out dataset AIME/AMC-like, crafted by experts and not leaked on the web </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" ></td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline--headline-6" > HiddenMath </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Competition-level math problems, Held out dataset AIME/AMC-like, crafted by experts and not leaked on the web </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 32.8% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 20.3% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 47.2% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 28.0% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 52.0% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Reasoning </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > GPQA (diamond) </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Challenging dataset of questions written by domain experts in biology, physics, and chemistry </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Reasoning </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > GPQA (diamond) </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Challenging dataset of questions written by domain experts in biology, physics, and chemistry </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 38.4% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 41.4% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 51.0% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 46.0% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 59.1% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Multilingual </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > WMT23 </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Language translation </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Multilingual </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > WMT23 </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Language translation </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 72.6 </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 74.1 </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 73.9 </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 75.3 </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 75.1 </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Long Context </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MRCR (1M) </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Diagnostic long-context understanding evaluation </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Long Context </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MRCR (1M) </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Diagnostic long-context understanding evaluation </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 54.7% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 70.1% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 71.9% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 70.5% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 82.6% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Image </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MMMU </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Multi-discipline college-level multimodal reasoning problems </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Image </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MMMU </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Multi-discipline college-level multimodal understanding and reasoning problems </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 53.7% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 56.1% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 62.3% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 62.2% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 65.9% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Vibe-Eval (Reka) </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Visual understanding in chat models with challenging everyday examples. Evaluated with a Gemini Flash model as a rater </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" ></td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Vibe-Eval (Reka) </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Visual understanding in chat models with challenging everyday examples. Evaluated with a Gemini Flash model as a rater </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 40.9% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 44.8% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 48.9% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 48.9% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 53.9% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MathVista </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Mathematical reasoning in visual contexts </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" ></td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > MathVista </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Mathematical reasoning in visual contexts </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 54.7% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 58.4% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 65.8% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 63.9% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 68.1% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Audio </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > FLEURS (55 lang) </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Automatic speech recognition (based on word error rate, lower is better) </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Audio </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > FLEURS (55 lang) </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Automatic speech recognition (based on word error rate, lower is better) </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 13.6% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 9.8% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 9.6% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 6.5% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 6.7% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Video </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Video-MME </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Video analysis across multiple domains </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Video </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Video-MME </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Video analysis across multiple domains </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 66.2% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 74.7% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 76.1% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 77.9% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 78.6% </p> </td> </tr> <tr class="gemini-benchmark__table__body__row gemini-benchmark__table__body__row--full-width gemini-benchmark--mobile-only" > <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--full-width" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Safety </p> <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > XSTest </p> <p class="gemini-benchmark__table__body__subtitle glue-small-text"> Measures how often models refuse to respond to safe/benign prompts. The score represents how frequently models correctly fulfill requests </p> </td> </tr> <tr class="gemini-benchmark__table__body__row"> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > Safety </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-headline glue-headline--headline-6" > XSTest </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark--desktop-only" > <p class="gemini-benchmark__table__body__title glue-small-text"> Measures how often models refuse to respond to safe/benign prompts. The score represents how frequently models correctly fulfill requests </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash-8B </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Oct 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 92.6% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 86.9% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Flash </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (Sep 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 97.0% </p> </td> <td class="gemini-benchmark__table__body__cell"> <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 88.4% </p> </td> <td class="gemini-benchmark__table__body__cell gemini-benchmark__table__body__cell--bg gemini-benchmark__table__body__cell--bg-first gemini-benchmark__table__body__cell--bg-last" > <div class="gemini-benchmark__table__body__cell__header gemini-benchmark--mobile-only" > <p class="gemini-benchmark__table__body__title glue-label"> Gemini 1.5 Pro </p> <p class="gemini-benchmark__table__body__subtitle glue-body"> (May 2024) </p> </div> <p class="gemini-benchmark__table__body__title gemini-benchmark__table__body__title--value glue-body" > 98.8% </p> </td> </tr> </tbody> </table> </section> <div class="section-title"> <p class="section-title__eyebrow glue-eyebrow">Try Gemini 1.5 Pro</p> <h2 class="glue-headline glue-headline--headline-2 section-title__title">Get started</h2> <div class="glue-body--large section-title__description"><p data-block-key="i8h3n">Example prompts for the Gemini API in Google AI Studio.</p></div> </div> <section class="gemini-card-group"> <div class="glue-grid gemini-card-group__grid"> <gemini-card class="gemini-card-group__card gemini-action-card"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/research-assistant" style="--delay: 0.0s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 600px)" type="image/webp" width="107" height="107" srcset="https://lh3.googleusercontent.com/8joyx_U5Y0GL3GV64pMJ2nsRokBfh1Ewv0nuH0PgU704jrCz1zLOjCayzZZkm_StfUPVtQrPGqBQOLwjnxM4_I4WVpIy57KhiGX-aXKHT3s34wMF6g=w107-h107-n-nu-rw 1x, https://lh3.googleusercontent.com/8joyx_U5Y0GL3GV64pMJ2nsRokBfh1Ewv0nuH0PgU704jrCz1zLOjCayzZZkm_StfUPVtQrPGqBQOLwjnxM4_I4WVpIy57KhiGX-aXKHT3s34wMF6g=w214-h214-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/8joyx_U5Y0GL3GV64pMJ2nsRokBfh1Ewv0nuH0PgU704jrCz1zLOjCayzZZkm_StfUPVtQrPGqBQOLwjnxM4_I4WVpIy57KhiGX-aXKHT3s34wMF6g=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/8joyx_U5Y0GL3GV64pMJ2nsRokBfh1Ewv0nuH0PgU704jrCz1zLOjCayzZZkm_StfUPVtQrPGqBQOLwjnxM4_I4WVpIy57KhiGX-aXKHT3s34wMF6g=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="107" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/8joyx_U5Y0GL3GV64pMJ2nsRokBfh1Ewv0nuH0PgU704jrCz1zLOjCayzZZkm_StfUPVtQrPGqBQOLwjnxM4_I4WVpIy57KhiGX-aXKHT3s34wMF6g=w107-h107-n-nu" width="107"> </picture> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-6">Research Assistant</p><p class="glue-caption">Understand the key attributes of a research paper’s methodology.</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-action-card"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/plant-care" style="--delay: 0.1s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 600px)" type="image/webp" width="107" height="107" srcset="https://lh3.googleusercontent.com/FW1cWfY4u6pyy6qCHSYdFahvqSWkA9AdDHSIzgS645llm2P2G9BTQQO9zbRUDXitOhtng-RupidG-NWmcQLn5KB60RdRtZl4MY-gviTR2qZSHMDlBA=w107-h107-n-nu-rw 1x, https://lh3.googleusercontent.com/FW1cWfY4u6pyy6qCHSYdFahvqSWkA9AdDHSIzgS645llm2P2G9BTQQO9zbRUDXitOhtng-RupidG-NWmcQLn5KB60RdRtZl4MY-gviTR2qZSHMDlBA=w214-h214-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/FW1cWfY4u6pyy6qCHSYdFahvqSWkA9AdDHSIzgS645llm2P2G9BTQQO9zbRUDXitOhtng-RupidG-NWmcQLn5KB60RdRtZl4MY-gviTR2qZSHMDlBA=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/FW1cWfY4u6pyy6qCHSYdFahvqSWkA9AdDHSIzgS645llm2P2G9BTQQO9zbRUDXitOhtng-RupidG-NWmcQLn5KB60RdRtZl4MY-gviTR2qZSHMDlBA=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="107" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/FW1cWfY4u6pyy6qCHSYdFahvqSWkA9AdDHSIzgS645llm2P2G9BTQQO9zbRUDXitOhtng-RupidG-NWmcQLn5KB60RdRtZl4MY-gviTR2qZSHMDlBA=w107-h107-n-nu" width="107"> </picture> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-6">Plant care</p><p class="glue-caption">How do I best care for this plant?</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-action-card"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/what-shape-comes-next" style="--delay: 0.2s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 600px)" type="image/webp" width="107" height="107" srcset="https://lh3.googleusercontent.com/6lo4cOxk964B5Y0UtVhYD0wWEBKEr1v7xtuBNbUHRMrzXJHfom5xaW9M6FpfwF9vhmurbG5kTEGCKPCjJtkbPrXvmLW22iBXooNlIayzUpHv6gJcMQ=w107-h107-n-nu-rw 1x, https://lh3.googleusercontent.com/6lo4cOxk964B5Y0UtVhYD0wWEBKEr1v7xtuBNbUHRMrzXJHfom5xaW9M6FpfwF9vhmurbG5kTEGCKPCjJtkbPrXvmLW22iBXooNlIayzUpHv6gJcMQ=w214-h214-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/6lo4cOxk964B5Y0UtVhYD0wWEBKEr1v7xtuBNbUHRMrzXJHfom5xaW9M6FpfwF9vhmurbG5kTEGCKPCjJtkbPrXvmLW22iBXooNlIayzUpHv6gJcMQ=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/6lo4cOxk964B5Y0UtVhYD0wWEBKEr1v7xtuBNbUHRMrzXJHfom5xaW9M6FpfwF9vhmurbG5kTEGCKPCjJtkbPrXvmLW22iBXooNlIayzUpHv6gJcMQ=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="107" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/6lo4cOxk964B5Y0UtVhYD0wWEBKEr1v7xtuBNbUHRMrzXJHfom5xaW9M6FpfwF9vhmurbG5kTEGCKPCjJtkbPrXvmLW22iBXooNlIayzUpHv6gJcMQ=w107-h107-n-nu" width="107"> </picture> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-6">Which shape comes next?</p><p class="glue-caption">Given a series of shapes, guess which comes next.</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-action-card"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/game-character-brainstorming" style="--delay: 0.0s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 600px)" type="image/webp" width="107" height="107" srcset="https://lh3.googleusercontent.com/yPJq_nkfbnIbAUwcG3aaFnRHmyQ9vXtaTVVIslFknmty5MRqLQ3Vu_n17alp6RU4zby9xc4-2l3uf6jxM4U6yXHeaQnIeMPKWBIe-mypEvb7f8xJ2A=w107-h107-n-nu-rw 1x, https://lh3.googleusercontent.com/yPJq_nkfbnIbAUwcG3aaFnRHmyQ9vXtaTVVIslFknmty5MRqLQ3Vu_n17alp6RU4zby9xc4-2l3uf6jxM4U6yXHeaQnIeMPKWBIe-mypEvb7f8xJ2A=w214-h214-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/yPJq_nkfbnIbAUwcG3aaFnRHmyQ9vXtaTVVIslFknmty5MRqLQ3Vu_n17alp6RU4zby9xc4-2l3uf6jxM4U6yXHeaQnIeMPKWBIe-mypEvb7f8xJ2A=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/yPJq_nkfbnIbAUwcG3aaFnRHmyQ9vXtaTVVIslFknmty5MRqLQ3Vu_n17alp6RU4zby9xc4-2l3uf6jxM4U6yXHeaQnIeMPKWBIe-mypEvb7f8xJ2A=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="107" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/yPJq_nkfbnIbAUwcG3aaFnRHmyQ9vXtaTVVIslFknmty5MRqLQ3Vu_n17alp6RU4zby9xc4-2l3uf6jxM4U6yXHeaQnIeMPKWBIe-mypEvb7f8xJ2A=w107-h107-n-nu" width="107"> </picture> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-6">Game Character Brainstorming</p><p class="glue-caption">Create a character design based on a provided context.</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-action-card"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/cook-helper" style="--delay: 0.1s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 600px)" type="image/webp" width="107" height="107" srcset="https://lh3.googleusercontent.com/OeGBxdvfpwOROA0uviYObmEpbCGrtQ7hX6BYWm5zIKQeaYa6tOYR6fADdBpJqECJYmvE8qhB7NNZbQu4RBgmgyZgfBzq0SNDkkNmTAQDibhRR2lf=w107-h107-n-nu-rw 1x, https://lh3.googleusercontent.com/OeGBxdvfpwOROA0uviYObmEpbCGrtQ7hX6BYWm5zIKQeaYa6tOYR6fADdBpJqECJYmvE8qhB7NNZbQu4RBgmgyZgfBzq0SNDkkNmTAQDibhRR2lf=w214-h214-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/OeGBxdvfpwOROA0uviYObmEpbCGrtQ7hX6BYWm5zIKQeaYa6tOYR6fADdBpJqECJYmvE8qhB7NNZbQu4RBgmgyZgfBzq0SNDkkNmTAQDibhRR2lf=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/OeGBxdvfpwOROA0uviYObmEpbCGrtQ7hX6BYWm5zIKQeaYa6tOYR6fADdBpJqECJYmvE8qhB7NNZbQu4RBgmgyZgfBzq0SNDkkNmTAQDibhRR2lf=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="107" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/OeGBxdvfpwOROA0uviYObmEpbCGrtQ7hX6BYWm5zIKQeaYa6tOYR6fADdBpJqECJYmvE8qhB7NNZbQu4RBgmgyZgfBzq0SNDkkNmTAQDibhRR2lf=w107-h107-n-nu" width="107"> </picture> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-6">Cook Helper</p><p class="glue-caption">Get recipe ideas based on an image of the ingredients you have on hand.</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-action-card"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/barista-bot" style="--delay: 0.2s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 600px)" type="image/webp" width="107" height="107" srcset="https://lh3.googleusercontent.com/ZN7K3jUG-jKOaLgBJ5WpXScvXaCCjt2lA9dfrvKr046zwp96F0hyMDQQKSBHNyTJBi08Lwmi96eDQlF-TxSJ5PyN_Fq_QIwvoP7VIJsQhhNakPgNM64=w107-h107-n-nu-rw 1x, https://lh3.googleusercontent.com/ZN7K3jUG-jKOaLgBJ5WpXScvXaCCjt2lA9dfrvKr046zwp96F0hyMDQQKSBHNyTJBi08Lwmi96eDQlF-TxSJ5PyN_Fq_QIwvoP7VIJsQhhNakPgNM64=w214-h214-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/ZN7K3jUG-jKOaLgBJ5WpXScvXaCCjt2lA9dfrvKr046zwp96F0hyMDQQKSBHNyTJBi08Lwmi96eDQlF-TxSJ5PyN_Fq_QIwvoP7VIJsQhhNakPgNM64=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/ZN7K3jUG-jKOaLgBJ5WpXScvXaCCjt2lA9dfrvKr046zwp96F0hyMDQQKSBHNyTJBi08Lwmi96eDQlF-TxSJ5PyN_Fq_QIwvoP7VIJsQhhNakPgNM64=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="107" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/ZN7K3jUG-jKOaLgBJ5WpXScvXaCCjt2lA9dfrvKr046zwp96F0hyMDQQKSBHNyTJBi08Lwmi96eDQlF-TxSJ5PyN_Fq_QIwvoP7VIJsQhhNakPgNM64=w107-h107-n-nu" width="107"> </picture> <div class="glue-card__content"> <p class="glue-headline glue-headline--headline-6">Barista Bot</p><p class="glue-caption">Order common coffee drinks from this virtual barista.</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> </div> </section> <aside class="button-group button-group--centered"> <ul class="button-group__buttons glue-no-bullet"> <li> <gemini-button data-in-view> <a class="button glue-button glue-button--medium-emphasis glue-button--icon-right" data-gtm-tag="cta-selection" href="https://github.com/google-gemini/cookbook" rel="noopener" target="_blank"> <span class="button__text">Explore the Gemini API Cookbook</span> <svg aria-hidden="true" class="glue-icon button__icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </a> </gemini-button> </li> </ul> </aside> <div class="section-title"> <p class="section-title__eyebrow glue-eyebrow">Research</p> <h2 class="glue-headline glue-headline--headline-2 section-title__title">Technical reports</h2> </div> <section class="gemini-card-group gemini-card-group--compact"> <div class="glue-grid gemini-card-group__grid"> <gemini-card class="gemini-card-group__card gemini-action-card gemini-action-card--flat"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://goo.gle/GeminiV1-5" style="--delay: 0.0s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 1024px)" type="image/webp" width="214" height="214" srcset="https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w214-h214-n-nu-rw 1x, https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w428-h428-n-nu-rw 2x" /><source media="(min-width: 600px)" type="image/webp" width="140" height="140" srcset="https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w140-h140-n-nu-rw 1x, https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w280-h280-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="214" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/9-3-oXcSG78J8KIgRuvpoUW9-smNg5OODEClcv9Jzr5kzHUAKTIFYEUNz8B2TFW-2O_v3U71tWfzHe_E_MnxoXUwmO3Zw78KHzSFu6fUBliDIh36=w214-h214-n-nu" width="214"> </picture> <div class="glue-card__content"> <p class="glue-label">May 2024</p><p class="glue-caption">Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-action-card gemini-action-card--flat"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://arxiv.org/abs/2312.11805" style="--delay: 0.1s" rel="noopener" target="_blank"> <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 1024px)" type="image/webp" width="214" height="214" srcset="https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w214-h214-n-nu-rw 1x, https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w428-h428-n-nu-rw 2x" /><source media="(min-width: 600px)" type="image/webp" width="140" height="140" srcset="https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w140-h140-n-nu-rw 1x, https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w280-h280-n-nu-rw 2x" /><source type="image/webp" width="80" height="80" srcset="https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w80-h80-n-nu-rw 1x, https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w160-h160-n-nu-rw 2x" /> <img alt="" class="picture__image" height="214" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/lgUiMkvHAfJ5FXN1rqhGY1PdBj9xjzDllGBYTCp9Ry-90i2DYXoiLe_Jp0KQOi1KMAhHNpTgJQndCkAUoK8Jv6SWhTYPQe9A5MFPRwPJrdskxv0R1Q=w214-h214-n-nu" width="214"> </picture> <div class="glue-card__content"> <p class="glue-label">December 2023</p><p class="glue-caption">Gemini 1.0: A family of highly capable multimodal models</p></div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> </div> </section> <div class="section-title"> <p class="section-title__eyebrow glue-eyebrow">For developers</p> <h2 class="glue-headline glue-headline--headline-2 section-title__title">Build with Gemini</h2> <div class="glue-body--large section-title__description"><p data-block-key="oszye">Integrate Gemini models into your applications with Google AI Studio and Google Cloud Vertex AI.</p></div> </div> <div class="gemini-card-group"> <div class="glue-grid gemini-card-group__grid"> <gemini-card class="gemini-card-group__card gemini-card gemini-card--large gemini-card--landscape"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://aistudio.google.com/app/prompts/new_chat" style="--delay: 0.0s" rel="noopener" target="_blank" > <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 1024px)" type="image/webp" width="650" height="409" srcset="https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w650-rw 1x, https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w1300-rw 2x" /><source media="(min-width: 600px)" type="image/webp" width="450" height="283" srcset="https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w450-rw 1x, https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w900-rw 2x" /><source type="image/webp" width="550" height="346" srcset="https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w550-rw 1x, https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w1100-rw 2x" /> <img alt="" class="picture__image" height="409" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/AqSInSAd3T7lgCxZYAn9y1oRMsrCFQj5e7QDmM2Ol9Ef8DuBLgn82dASBLsBf2otLaPo1OVaoEkjr1VN2k6CTS-U98f7gHOKD8aaY0DbP8OjIst37g=w650" width="650"> </picture> <div class="glue-card__content"> <p class="glue-label">Build</p> <p class="glue-headline glue-headline--headline-4">Google AI Studio</p> <p class="glue-card__description glue-body--large">An easy way to develop model prompts and build quickly with the Gemini API.</p> </div> <div class="glue-card__cta glue-card__cta--arrow"> <span class="glue-button glue-button--low-emphasis"> <svg aria-hidden="true" class="glue-icon" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#open-in-new"></use> </svg> </span> </div> </div> <gemini-border-gradient class="gemini-border card__gradient"> <div class="gemini-border__sub-border"></div> </gemini-border-gradient> </a> </gemini-card> <gemini-card class="gemini-card-group__card gemini-card gemini-card--large gemini-card--landscape"> <a class="glue-card card gemini-in-view-element" data-gtm-tag="card-selection" data-in-view="true" href="https://console.cloud.google.com/freetrial/?redirectPath=/vertex-ai/generative" style="--delay: 0.1s" rel="noopener" target="_blank" > <div class="glue-card__inner"> <picture class="picture glue-card__asset"> <source media="(min-width: 1024px)" type="image/webp" width="650" height="409" srcset="https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w650-rw 1x, https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w1300-rw 2x" /><source media="(min-width: 600px)" type="image/webp" width="450" height="283" srcset="https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w450-rw 1x, https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w900-rw 2x" /><source type="image/webp" width="550" height="346" srcset="https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w550-rw 1x, https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w1100-rw 2x" /> <img alt="" class="picture__image" height="409" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/cR-QyoMzpycbrSN5BD2ADq0uPVaUn-QFiWy3CYuxGxJazv55bR3zVE58dwI8aPzFY3eYbz-oBVRwzjU6O6E_h-irWCfmOm3R3TlgnFUlLf8flQG-fg=w650" width="650"> </picture> <div class="glue-card__content"> <p class="glue-label">Build</p> <p class="glue-headline glue-headline--headline-4">Vertex AI</p> <p class="glue-card__description 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