184 models ranked for energy and utilities. Scored with bonuses for reasoning (optimization), JSON mode (structured data), function calling (SCADA integration), large context, web search (market data), and streaming.
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 (Fast)Anthropic | 95 |
| 2 | Claude Opus 4.7Anthropic | 95 |
| 3 | GPT-5.5OpenAI | 93 |
| 4 | Gemini 3.1 Pro Preview Custom ToolsGoogle | 92 |
| 5 | Gemini 3.1 Pro PreviewGoogle | 92 |
| 6 | GPT-5.4 ProOpenAI | 92 |
| 7 | GPT-5.4OpenAI | 92 |
| 8 | GPT-5.5 ProOpenAI | 91 |
| 9 | GPT-5.2 ProOpenAI | 91 |
| 10 | Claude Opus 4.6 (Fast)Anthropic | 90 |
| 11 | Claude Opus 4.6Anthropic | 90 |
| 12 | Grok 4.20xAI | 89 |
| 13 | GPT-5.3-CodexOpenAI | 89 |
| 14 | GPT-5 ProOpenAI | 89 |
| 15 | Gemini 3 Flash PreviewGoogle | 88 |
| 16 | Grok 4xAI | 88 |
| 17 | GPT-5.1-Codex-MaxOpenAI | 88 |
| 18 | GPT-5.2-CodexOpenAI | 90 |
| 19 | GPT-5.2OpenAI | 90 |
| 20 | o3 Deep ResearchOpenAI | 87 |
| 21 | o3 ProOpenAI | 87 |
| 22 | o3OpenAI | 87 |
| 23 | GPT-5 CodexOpenAI | 88 |
| 24 | GPT-5OpenAI | 88 |
| 25 | Claude Sonnet 4.6Anthropic | 85 |
| 26 | Claude Opus 4.5Anthropic | 85 |
| 27 | GPT-5.1OpenAI | 87 |
| 28 | GPT-5.1-CodexOpenAI | 87 |
| 29 | GPT-5.1-Codex-MiniOpenAI | 87 |
| 30 | DeepSeek V4 ProDeepSeek | 87 |
Balance load, predict demand peaks, and optimize power distribution. Reasoning models solve complex optimization problems across grid networks.
Predict solar and wind generation from weather data. Function calling integrates with meteorological APIs for real-time renewable output predictions.
Analyze market prices, forecast trends, and optimize bidding strategies. JSON mode produces structured trading signals and risk assessments.
Calculate carbon footprints, analyze energy efficiency, and generate ESG reports. Large context processes full facility data for comprehensive audits.
Models analyze smart meter data, weather forecasts, and demand patterns to predict load and optimize distribution. Function calling integrates with SCADA systems and energy management platforms. Reasoning handles complex optimization under constraints.
Yes, models with web search access real-time weather data to predict solar irradiance and wind patterns. Reasoning models optimize battery storage strategies and grid balancing. They analyze historical generation data to improve forecast accuracy.
Large context windows process lengthy regulatory documents (NERC, EPA). JSON mode outputs structured compliance reports. Web search accesses current regulations and standards. Reasoning handles the complex conditional logic in energy market rules and emissions calculations.
Vision models analyze thermal imaging, building plans, and equipment photos. Reasoning identifies efficiency opportunities and calculates ROI for upgrades. Web search pulls current utility rates and incentive programs for accurate cost-benefit analysis.