October 2026
Best AI model for coding
Ranked on LMArena's coding board, where developers compare two anonymous models on the same programming prompt and vote for the better answer. A higher rating means the model wins more of those head-to-heads.
| # | Model | Rating | Input / 1M | Output / 1M | Context |
|---|---|---|---|---|---|
| 1 | Gemini 4 ArgonGoogle | 1547 | $2.00 | $10.00 | 1M |
| 2 | Claude Opus 5.5Anthropic | 1545 | $4.00 | $20.00 | 1M |
| 3 | Claude Opus 4.6Anthropic | 1535 | $5.00 | $25.00 | 1M |
| 4 | Claude Opus 5Anthropic | 1533 | $5.00 | $25.00 | 1M |
| 5 | MiMo-V2.6-ProDeepinfra | 1532 | $0.430 | $0.870 | 1M |
| 6 | MiMo-V2.6-ProNovita | 1532 | $0.435 | $0.870 | 1M |
| 7 | Claude Fable 5.1Anthropic | 1531 | $10.00 | $50.00 | 1M |
| 8 | Claude Opus 4.7Anthropic | 1519 | $5.00 | $25.00 | 1M |
| 9 | Claude Fable 5Anthropic | 1518 | $10.00 | $50.00 | 1M |
| 10 | Claude Sonnet 5.5Anthropic | 1513 | $2.00 | $10.00 | 1M |
| 11 | GLM-5.3-FlashZ.ai | 1508 | $0.012 | $0.900 | 1M |
| 12 | Kimi K3Moonshot | 1507 | $0.304 | $11.94 | 1M |
Ratings from LMArena, snapshot 2026-10-13, used under its licence with attribution. Prices are what Rapid Router bills per request.
Compare the leaders
How this is ranked
The rating is an Elo-style score from LMArena's coding board. A 40-point gap means the higher model wins roughly 56% of head-to-head votes, so models within a few points of each other are, for practical purposes, tied.
Only models that are live and paid on Rapid Router are listed; free-tier and preview models are on the catalog. For your own monthly cost on any of them, use the cost calculator.
Common questions
What is the best ai model for coding?
Gemini 4 Argon by Google ranks first on LMArena's coding board as of October 2026.
Which model gives the best value for coding?
GLM-5.3-Flash rates within 40 points of the top model on the same board and costs $0.012 per million input tokens, against $2.00 for Gemini 4 Argon.
How do I use these models?
Every model here is callable at https://rapidrouter.ai/api/v1 with one Rapid Router key and the OpenAI SDK; switching between them is a one-string change. Each model's page has a ready request.
How often does this ranking change?
It is read from the latest LMArena snapshot (2026-10-13) and the live catalog every time the page loads, so new models and new votes show up without anyone editing the page.
Other rankings: building web apps · hard, multi-step problems · math · writing · following detailed instructions · understanding images · general chat · long documents · a tight budget