Best AI models for coding

Best AI models for coding (0)

Every row is a current, canonical language model with a public position on the ModelCap Index; the list filters by a published fact and orders by a published figure.

No ranked model currently holds admitted results on two or more public coding boards, so the primary tier is empty at this refresh. The single-board tier below is the complete coding evidence the Index admits right now.

Measured on one coding board (top 100 of 105)

Ranked models with a single admitted coding result, ordered by that board's normalised score. One board is a narrower claim than two, so these rows sit apart from the list above and never mix into it.

Other ranking lists

• Best open-weight LLMsMiMo-V2.6-Pro leads 173 models
• LLMs with the largest context windowsGrok 4.20 Multi-Agent leads 122 models
• Cheapest LLM APIsLing 3.0 Flash VL leads 115 models
• Best AI models for agentsGPT-5.5 leads 28 models
• Free LLM APIsGemma 4 31B leads 11 models

Explore further

• AI model rankingsThe full live ModelCap Index
• All ranking lists6 lists cut from the Index
• Kimi K3 vs Muse Spark 1.3Head-to-head on benchmarks, price and context
• Kimi K3 vs GPT-6 AstraHead-to-head on benchmarks, price and context
• Muse Spark 1.3 vs GPT-6 AstraHead-to-head on benchmarks, price and context
• Arena coding leaderboard208 models with a published result
• SWE-bench leaderboard27 models with a published result
• Terminal-Bench 2.1 (Artificial Analysis run)106 models with a published result
• Compare AI modelsAny two ranked models side by side