300 models ranked for agriculture and farming. Scored with bonuses for vision (crop/pest analysis), reasoning (yield prediction), JSON mode (structured data), function calling (IoT integration), and web search (weather data).
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 ProOpenAI | 94 |
| 2 | GPT-5.4OpenAI | 94 |
| 3 | GPT-5.4 MiniOpenAI | 93 |
| 4 | GPT-5.2 ProOpenAI | 93 |
| 5 | GPT-5.2OpenAI | 93 |
| 6 | Claude Opus 4.6Anthropic | 92 |
| 7 | GPT-5 ProOpenAI | 92 |
| 8 | o3 Deep ResearchOpenAI | 92 |
| 9 | Claude Opus 4.5Anthropic | 90 |
| 10 | GPT-5OpenAI | 90 |
| 11 | Claude Sonnet 4.6Anthropic | 89 |
| 12 | Claude Sonnet 4.5Anthropic | 89 |
| 13 | o3 ProOpenAI | 88 |
| 14 | Gemini 3 Flash PreviewGoogle | 89 |
| 15 | Grok 4.1 FastxAI | 87 |
| 16 | Grok 4.20 BetaxAI | 86 |
| 17 | Grok 4xAI | 86 |
| 18 | o3OpenAI | 86 |
| 19 | GPT-5.1OpenAI | 85 |
| 20 | GPT-5.4 NanoOpenAI | 85 |
| 21 | GPT-5.3-CodexOpenAI | 85 |
| 22 | GPT-5.2-CodexOpenAI | 85 |
| 23 | GPT-5.1-Codex-MaxOpenAI | 85 |
| 24 | o4 Mini Deep ResearchOpenAI | 85 |
| 25 | o4 Mini HighOpenAI | 85 |
| 26 | o4 MiniOpenAI | 84 |
| 27 | Gemini 3.1 Pro PreviewGoogle | 86 |
| 28 | Grok 4 FastxAI | 83 |
| 29 | MiMo-V2-OmniXiaomi | 85 |
| 30 | Seed-2.0-LiteByteDance | 85 |
Vision models identify crop diseases, nutrient deficiencies, and growth stages from field images. Upload drone or satellite imagery for automated field analysis.
Identify insects, weeds, and diseases from photos. Models recommend treatment options with dosage, timing, and organic alternatives.
Analyze weather, soil data, and historical yields to forecast harvests. JSON mode produces structured predictions for farm management systems.
Optimize irrigation schedules, fertilizer application, and planting density. Function calling integrates with IoT sensors and weather APIs for real-time decisions.
Based on our composite scoring updated hourly, the top-ranked models are shown at the top of this page. Rankings consider benchmarks, pricing, capabilities, and community adoption.
Yes, several models listed on this page offer free tiers or are fully open-source. Look for models marked as Free in the pricing column above.
We use a composite scoring system combining benchmark performance, capability matching, pricing, context window size, and community adoption. Scores are updated hourly.
Rankings refresh every hour using real-time data from benchmarks, API testing, and community metrics. The data shown always reflects the most current performance.