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url(https://cquant.io/wp-content/uploads/2023/05/cQuant_banner-platform.jpg); background-repeat: no-repeat; background-position: top; background-size: cover;"></div></div><div class="x-row x-container max width e787-e2 mlv-6 mlv-7 mlv-8 mlv-9 mlv-d mlv-e"><div class="x-row-inner"><div class="x-col e787-e3 mlv-l mlv-m mlv-n mlv-o"><div class="x-text x-text-headline e787-e4 mlv-v mlv-w mlv-x mlv-y headline"><div class="x-text-content"><div class="x-text-content-text"><h1 class="x-text-content-text-primary">Market Simulation Suite</h1></div></div></div><hr class="x-line e787-e5 mlv-14"/></div></div></div></div><div class="x-section e787-e6 mlv-0 mlv-2 mlv-3"><div class="x-row x-container max width e787-e7 mlv-6 mlv-7 mlv-9 mlv-d mlv-f"><div class="x-row-inner"><div class="x-col e787-e8 mlv-l mlv-m mlv-n mlv-o"><span class="x-image e787-e9 mlv-15"><img decoding="async" src="https://cquant.io/wp-content/uploads/2020/08/icon-stats.jpg" width="71" height="61" alt="Image" loading="lazy"></span><div class="x-text x-text-headline e787-e10 mlv-v mlv-w mlv-y mlv-z mlv-10"><div class="x-text-content"><div class="x-text-content-text"><h2 class="x-text-content-text-primary">Simulate and visualize key trends in market prices and uncertainty down to the sub-hourly level</h2></div></div></div><div class="x-text x-content e787-e11 mlv-16 mlv-17 mlv-18 mlv-19"><p style="text-align: center;">cQuant.io provides several models that consume the most up-to-date market data available and use it to generate simulations of future prices. Forward curve simulation captures long-range uncertainty while spot and basis simulation models account for sub-monthly patterns and volatility that drive asset value and risk. Combine both simulation approaches for a comprehensive multi-factor treatment of price dynamics</p></div></div></div></div><div class="x-row x-container max width e787-e12 mlv-6 mlv-9 mlv-a mlv-g"><div class="x-row-inner"><div class="x-col e787-e13 mlv-l mlv-n mlv-p mlv-q mlv-r mlv-s"><div class="x-bg" aria-hidden="true"><div class="x-bg-layer-lower-image" style=" background-image: url(https://cquant.io/wp-content/uploads/2020/08/solutions-block-2.jpg); background-repeat: no-repeat; background-position: center bottom; background-size: 100% 100%;"></div></div><div class="x-text x-content e787-e14 mlv-18 mlv-1a mlv-1b"><p>Ability to capture multiple sources of uncertainty and risk: forward & spot price volatility, nodal basis dynamics, jump behavior, etc.</p></div></div><div class="x-col e787-e15 mlv-l mlv-n mlv-p mlv-q mlv-r mlv-s"><div class="x-bg" aria-hidden="true"><div class="x-bg-layer-lower-image" style=" background-image: url(https://cquant.io/wp-content/uploads/2020/08/solutions-block-2.jpg); background-repeat: no-repeat; background-position: center bottom; background-size: 100% 100%;"></div></div><div class="x-text x-content e787-e16 mlv-18 mlv-1a mlv-1b"><p>Correlated Monte Carlo simulations across multiple commodities & price locations down to the sub-hourly level.</p></div></div><div class="x-col e787-e17 mlv-l mlv-n mlv-p mlv-q mlv-r mlv-s"><div class="x-bg" aria-hidden="true"><div class="x-bg-layer-lower-image" style=" background-image: url(https://cquant.io/wp-content/uploads/2020/08/solutions-block-2.jpg); background-repeat: no-repeat; background-position: center bottom; background-size: 100% 100%;"></div></div><div class="x-text x-content e787-e18 mlv-18 mlv-1a mlv-1b"><p>Highly configurable simulation parameters ensure proper calibration against historical market data.</p></div></div></div></div></div><div class="x-section e787-e19 mlv-0 mlv-4 mlv-5"><div class="x-bg" aria-hidden="true"><div class="x-bg-layer-lower-image" style=" background-image: url(https://cquant.io/wp-content/uploads/2020/10/solutions-lower-bkg-2.jpg); background-repeat: no-repeat; background-position: bottom; background-size: cover;"></div></div><div class="x-row x-container max width e787-e20 mlv-6 mlv-7 mlv-9 mlv-d mlv-h"><div class="x-row-inner"><div class="x-col e787-e21 mlv-l mlv-m mlv-n mlv-o"><div class="x-text x-content e787-e22 mlv-16 mlv-17 mlv-18 mlv-1c mlv-1d"><p>Energy and commodity prices are highly locational by their very nature, and cQuant’s models are designed to capture the unique market characteristics of each individual pricing location. Our forecasting models parameterize important location-specific market relationships so that simulations accurately reflect cross-commodity interactions, such as market heat rates, price correlations, and basis spread dynamics. This provides a market-consistent view of expected future prices and a statistically valid measurement of uncertainty. Combine price simulations with additional cQuant models to simulate <a href="https://cquant.io/solutions/renewable-energy/">renewable and thermal generation</a>, storage, <a href="https://cquant.io/solutions/risk-management/">retail or wholesale electricity demand</a>, etc. This combination yields a full-stochastic treatment of your entire portfolio enabling robust reporting of value and risk and providing unparalleled insight into portfolio optimization activities.</p></div><div class="x-text x-content e787-e23 mlv-16 mlv-18 mlv-19 mlv-1d mlv-1e"><p><strong>Whether you’re looking for a market forecast to feed into other downstream business reporting processes or a fully-integrated portfolio-wide future cash flow analysis, cQuant’s market simulation suite provides you with a solid analytical backbone you can rely on.</strong></p></div></div></div></div><div class="x-row x-container max width e787-e24 mlv-6 mlv-9 mlv-b mlv-i"><div class="x-row-inner"><div class="x-col e787-e25 mlv-l mlv-n mlv-p mlv-r mlv-t"><div class="x-bg" aria-hidden="true"><div class="x-bg-layer-lower-image" style=" background-image: url(https://cquant.io/wp-content/uploads/2020/07/platform_box.png); background-repeat: no-repeat; background-position: center bottom; background-size: 100% 100%;"></div></div><div class="x-text x-text-headline e787-e26 mlv-w mlv-y mlv-10 mlv-11 mlv-12"><div class="x-text-content"><div class="x-text-content-text"><h2 class="x-text-content-text-primary">Use cases</h2></div></div></div><div class="x-text x-text-headline e787-e27 mlv-w mlv-11 mlv-13"><div class="x-text-content"><div class="x-text-content-text"><h1 class="x-text-content-text-primary">Market Forecasting</h1></div></div></div><div class="x-text x-content e787-e28 mlv-18 mlv-1b mlv-1f"><p>Simulate future market prices consistent with observed historical trends in price uncertainty down to the sub-hourly level.</p></div><a class="x-anchor x-anchor-button has-particle e787-e29 mlv-1g mlv-1h" tabindex="0" href="https://cquant.io/2017/11/29/market-forecasting/"><span class="x-particle is-primary" data-x-particle="scale-x inside-b_c" aria-hidden="true"><span style="width:25px;"></span></span><div class="x-anchor-content"><div class="x-anchor-text"><span class="x-anchor-text-primary">Learn More</span></div></div></a></div><div class="x-col e787-e30 mlv-l mlv-m mlv-n mlv-r mlv-s mlv-u"><div class="x-bg" aria-hidden="true"><div class="x-bg-layer-lower-image" style=" background-image: url(https://cquant.io/wp-content/uploads/2020/07/platform_box.png); background-repeat: no-repeat; background-position: center top; background-size: 100% 100%;"></div></div><div class="x-text x-text-headline e787-e31 mlv-w mlv-y mlv-10 mlv-11 mlv-12"><div class="x-text-content"><div class="x-text-content-text"><h2 class="x-text-content-text-primary">Use cases</h2></div></div></div><div class="x-text x-text-headline e787-e32 mlv-w mlv-11 mlv-13"><div class="x-text-content"><div class="x-text-content-text"><h1 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