Writing code models, tools and agents
269 in the catalogue today. Every one with what it costs, who sells it and where it stands. 269 in all, a hundred to a page; this is page 1 of 3.
Models and agents for reading a codebase and changing it, rather than writing a snippet. The boards that matter here are the ones that run against real repositories — SWE-bench, SWE-rebench, Terminal-Bench — because a model can write a plausible function and still fail to make a test pass. Note whether what you are looking at is a model or an agent: an agent brings the harness, the file access and the loop, and is priced for it.
- AesCode-32BMicrosoft
- AesCode-8BMicrosoft
- AlphaEvolveGoogle
- BoltBolt
- Claude 3.5 SonnetAnthropic2nd of 217· 26 boards$3→$15per Mtok in / out4 selling
- Claude 3.7 SonnetAnthropic3rd of 54· 27 boards$3→$15per Mtok in / out5 selling
- Claude CodeAnthropic7th of 17
- Claude Fable 5Anthropic1st of 165· 68 boards$10→$50per Mtok in / out15 selling
- Claude Fable 5.1Anthropic1st of 42· 57 boards$10→$50per Mtok in / out13 selling
- Claude Haiku 3.5Anthropic54th of 217· 17 boards$0.8→$4per Mtok in / out3 selling
- Claude Haiku 4.5Anthropic11th of 108· 40 boards$1→$5per Mtok in / out17 selling
- Claude Opus 4Anthropic8th of 49· 33 boards$15→$75per Mtok in / out9 selling
- Claude Opus 4.1Anthropic3rd of 49· 38 boards$15→$75per Mtok in / out9 selling
- Claude Opus 4.5Anthropic2nd of 22· 54 boards$5→$25per Mtok in / out15 selling
- Claude Opus 4.6Anthropic1st of 22· 63 boards$5→$25per Mtok in / out15 selling
- Claude Opus 4.7Anthropic1st of 35· 49 boards$5→$25per Mtok in / out19 selling
- Claude Opus 4.8Anthropic1st of 15· 73 boards$5→$25per Mtok in / out17 selling
- Claude Opus 5Anthropic1st of 23· 67 boards$5→$25per Mtok in / out17 selling
- Claude Opus 5.5Anthropic1st of 141· 52 boards$4→$20per Mtok in / out17 selling
- Claude Sonnet 4Anthropic3rd of 16· 35 boards$3→$15per Mtok in / out8 selling
- Claude Sonnet 4.5Anthropic6th of 108· 58 boards$3→$15per Mtok in / out15 selling
- Claude Sonnet 4.6Anthropic1st of 20· 56 boards$3→$15per Mtok in / out19 selling
- Claude Sonnet 5Anthropic1st of 2· 55 boards$2→$10per Mtok in / out17 selling
- Claude Sonnet 5.5Anthropic1st of 197· 49 boards$2→$10per Mtok in / out14 selling
- Code execution$0.000014–$0.000039per second6 selling
- CodeBooga-34B-v0.1oobabooga
- CodeLlama-13b-Instruct-hfCode Llama$1.5→$2.1per Mtok in / out1 selling
- CodeLlama-34b-Instruct-hfCode Llama
- CodeLlama-34b-hfCode Llama
- CodeLlama-70b-Instruct-hfCode Llama
- CodeLlama-70b-hfCode Llama
- CodeLlama-7b-Instruct-hfCode Llama$0.4→$0.8per Mtok in / out1 selling
- CodeLlama-7b-Python-hfCode Llama$0.4→$0.8per Mtok in / out1 selling
- CodeLlama-7b-hfCode Llama$0.4→$0.8per Mtok in / out1 selling
- CodeQwen1.5-7B-ChatAlibaba
- CodestralMistral AI$0.3→$0.9per Mtok in / out5 selling
- Codestral 2Mistral AI
- Codestral 25.01Mistral AI64th of 69· 2 boards$0.3→$0.9per Mtok in / out1 selling
- Codestral 2508Mistral AI129th of 150· 7 boards$0.3→$0.9per Mtok in / out3 selling
- Codestral EmbedMistral AI$0.15per Mtok in3 selling
- CodexOpenAI8th of 17$1.75→$14per Mtok in / out1 selling
- Codex miniOpenAI241st of 298· 6 boards$1.5→$6per Mtok in / out1 selling
- Codey for Code CompletionGoogle
- Composer 2.5Cursor36th of 46· 2 boards$0.5→$2.5per Mtok in / out1 selling
- Cursor AgentAnysphere10th of 17$0.25→$0.25per Mtok in / out, teams lane1 selling
- DeciCoder-1bDeci AI
- DeepCoder-14B-PreviewAgentica$0.43→$1.12per Mtok in / out1 selling
- DeepSeek V3.2 ExpDeepSeek1st of 16· 15 boards$0.21→$0.32per Mtok in / out6 selling
- DeepSeek V3.2 ThinkingDeepSeek126th of 414· 2 boards$0.62→$1.85per Mtok in / out1 selling
- DeepSeek V4 FlashDeepSeek33rd of 141· 10 boards$0.44→$1.32per Mtok in / out16 selling
- DeepSeek V4 ProDeepSeek40th of 326· 26 boards$1.32→$3.96per Mtok in / out23 selling
- DeepSeek V4.1 FlashDeepSeek6th of 111· 32 boards$0.11→$0.51per Mtok in / out22 selling
- DeepSeek v3.2DeepSeek28th of 111· 28 boards$0.23→$0.33per Mtok in / out20 selling
- DeepSeek-Coder-V2-InstructDeepSeek1st of 170$1.2→$1.2per Mtok in / out1 selling
- DeepSeek-Coder-V2-Lite-InstructDeepSeek10th of 170$0.5→$0.5per Mtok in / out1 selling
- DeepSeek-R1DeepSeek7th of 54· 19 boards$0.5→$2.18per Mtok in / out15 selling
- DeepSeek-R1 (0528)DeepSeek9th of 108· 25 boards$0.2→$0.6per Mtok in / out11 selling
- DeepSeek-V3 0324DeepSeek11th of 54· 17 boards$0.2→$0.6per Mtok in / out12 selling
- DeepSeek-V3.2-SpecialeDeepSeek81st of 173· 2 boards$0.28→$0.42per Mtok in / out2 selling
- DevinCognition
- Devstral 2 123BMistral AI$0.4→$2per Mtok in / out1 selling
- Devstral 2 2512Mistral AI119th of 163· 2 boards$0.4→$2per Mtok in / out3 selling
- Devstral MediumMistral AI
- Devstral Small 2Mistral AI
- Devstral-Small-2505Mistral AI$0.7→$1.16per Mtok in / out4 selling
- Devstral-Small-2507Mistral AI$0.7→$1.16per Mtok in / out2 selling
- Doubao-Seed-2.1-proByteDance$0.89→$4.46per Mtok in / out2 selling
- Doubao-Seed-EvolvingByteDance$0.89→$4.46per Mtok in / out2 selling
- Doubao-Seed-codeByteDance$0.18→$1.19per Mtok in / out1 selling
- GLM 5.1Z.ai3rd of 154· 45 boards$1.4→$4.4per Mtok in / out22 selling
- GLM 5.2Z.ai1st of 34· 54 boards$1.4→$4.4per Mtok in / out28 selling
- GLM 5.3 FlashZ.ai1st of 15· 39 boards$0.15→$0.5per Mtok in / out25 selling
- GLM-4.6Z.ai124th of 414· 22 boards$0.6→$2.2per Mtok in / out16 selling
- GLM-4.7Z.ai94th of 414· 32 boards$0.6→$2.2per Mtok in / out19 selling
- GLM-5Z.ai63rd of 414· 35 boards$1→$3.2per Mtok in / out21 selling
- GLM-5.3Z.ai7th of 131· 39 boards$1.4→$4.4per Mtok in / out26 selling
- GLM-5V-TurboZ.ai4th of 54· 24 boards$1.2→$4per Mtok in / out6 selling
- GPT 6 AstraOpenAI1st of 132· 47 boards$10→$50per Mtok in / out14 selling
- GPT 6 LunaOpenAI22nd of 306· 33 boards$0.1→$0.5per Mtok in / out14 selling
- GPT 6 SolOpenAI5th of 306· 35 boards$2→$10per Mtok in / out14 selling
- GPT 6.1 SolOpenAI1st of 14· 45 boards$2→$10per Mtok in / out15 selling
- GPT OSS 120BOpenAI85th of 306· 28 boards$0.05→$0.25per Mtok in / out32 selling
- GPT-4.1OpenAI9th of 69· 7 boards$2→$8per Mtok in / out11 selling
- GPT-4.1 miniOpenAI27th of 108· 32 boards$0.4→$1.6per Mtok in / out9 selling
- GPT-4.1 nanoOpenAI44th of 108· 29 boards$0.1→$0.4per Mtok in / out8 selling
- GPT-4o (2024-08-06)OpenAI16th of 217· 17 boards$2.5→$10per Mtok in / out5 selling
- GPT-4o (2024-11-20)OpenAI1st of 217· 26 boards$2.5→$10per Mtok in / out5 selling
- GPT-4o-mini (2024-07-18)OpenAI1st of 113· 27 boards$0.15→$0.6per Mtok in / out4 selling
- GPT-5OpenAI1st of 72· 59 boards$1.25→$10per Mtok in / out13 selling
- GPT-5 Codex (batch)OpenAI61st of 173· 2 boards$1.25→$10per Mtok in / out2 selling
- GPT-5.1OpenAI2nd of 54· 43 boards$1.25→$10per Mtok in / out8 selling
- GPT-5.1 CodexOpenAI55th of 202· 12 boards$1.25→$10per Mtok in / out4 selling
- GPT-5.1 Codex MaxOpenAI10th of 49· 4 boards$1.25→$10per Mtok in / out4 selling
- GPT-5.1 Codex MiniOpenAI46th of 202· 11 boards$0.25→$2per Mtok in / out4 selling
- GPT-5.2OpenAI1st of 18· 53 boards$1.75→$14per Mtok in / out11 selling
- GPT-5.2 CodexOpenAI31st of 202· 9 boards$1.75→$14per Mtok in / out5 selling
- GPT-5.3 CodexOpenAI9th of 202· 22 boards$1.75→$14per Mtok in / out10 selling
- GPT-5.3 Codex SparkOpenAI
- GPT-5.4OpenAI1st of 23· 64 boards$2.5→$15per Mtok in / out14 selling
- GPT-5.4 miniOpenAI21st of 111· 32 boards$0.75→$4.5per Mtok in / out12 selling