💻 Coding
Top of the board:
Rankings
AI Model Rankings by Field
The best AI model depends on the job. These 4 field rankings order the leading models and products for coding, medicine, writing and image generation from public benchmarks and human-vote boards — never from vendor claims alone. Data checked October 2026.
🏆 The boards
4 tools🩺 Medical
Top of the board:
✍️ Writing
Top of the board:
🎨 Image Generation
Top of the board:
❓ Rankings questions, answered
How are these rankings built?
Each board follows named public sources — SWE-bench Verified for coding, OpenAI's HealthBench family for medicine, LMArena and EQ-Bench votes for writing, and Arena's text-to-image leaderboard for image generation. We publish the order those sources support and link every entry to its full page here.
Why ranks instead of scores?
Scores from different benchmarks and harnesses are not comparable — the same model can post very different numbers under two agent setups. A rank order that several public boards agree on is the honest version of the same information.
How often are the rankings updated?
The boards move monthly, sometimes weekly. Every ranking page prints its data sources and the month its data was last checked; pages are re-checked and re-ordered as the sources move.