Writing code models, tools and agents
270 in the catalogue today. Every one with what it costs, who sells it and where it stands. 270 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.
- AlphaEvolveGoogle
- BoltBolt
- CUGAIBM watsonx.ai7th of 47
- Claude 3 HaikuAnthropic56th of 217· 15 boards$0.21→$1.1per Mtok in / out5 selling
- Claude 3.5 SonnetAnthropic2nd of 217· 29 boards$3→$15per Mtok in / out4 selling
- Claude 3.7 SonnetAnthropic4th of 81· 30 boards$3→$15per Mtok in / out6 selling
- Claude CodeAnthropic7th of 17
- Claude Fable 5Anthropic1st of 17· 69 boards$10→$50per Mtok in / out14 selling
- Claude Fable 5.1Anthropic1st of 65· 46 boards$10→$50per Mtok in / out16 selling
- Claude Haiku 3.5Anthropic54th of 217· 18 boards$0.8→$4per Mtok in / out3 selling
- Claude Haiku 4.5Anthropic6th of 109· 46 boards$1→$5per Mtok in / out15 selling
- Claude Opus 4Anthropic12th of 262· 46 boards$15→$75per Mtok in / out12 selling
- Claude Opus 4.1Anthropic2nd of 81· 40 boards$15→$75per Mtok in / out10 selling
- Claude Opus 4.5Anthropic1st of 47· 63 boards$5→$25per Mtok in / out13 selling
- Claude Opus 4.6Anthropic1st of 22· 67 boards$5→$25per Mtok in / out13 selling
- Claude Opus 4.7Anthropic1st of 35· 56 boards$5→$25per Mtok in / out16 selling
- Claude Opus 4.8Anthropic1st of 32· 74 boards$5→$25per Mtok in / out15 selling
- Claude Opus 5Anthropic1st of 60· 61 boards$5→$25per Mtok in / out15 selling
- Claude Sonnet 4Anthropic6th of 180· 51 boards$3→$15per Mtok in / out12 selling
- Claude Sonnet 4.5Anthropic2nd of 109· 69 boards$3→$15per Mtok in / out13 selling
- Claude Sonnet 4.6Anthropic1st of 20· 62 boards$3→$15per Mtok in / out18 selling
- Claude Sonnet 5Anthropic1st of 10· 55 boards$2→$10per Mtok in / out15 selling
- Code Fixer AgentGlobant10th of 22
- Code execution$0.000014–$0.000039per second6 selling
- CodeBooga-34B-v0.1oobabooga
- CodeLlama-13b-Instruct-hfCode Llama
- CodeLlama-34b-Instruct-hfCode Llama
- CodeLlama-34b-hfCode Llama
- CodeLlama-70b-Instruct-hfCode Llama
- CodeLlama-70b-hfCode Llama
- CodeLlama-7b-Instruct-hfCode Llama
- CodeLlama-7b-Python-hfCode Llama
- CodeLlama-7b-hfCode Llama
- CodeQwen1.5-7B-ChatAlibaba
- CodestralMistral AI$0.3→$0.9per Mtok in / out5 selling
- Codestral (v24.05)Mistral AI25th of 25
- Codestral 2Mistral AI
- Codestral 25.01Mistral AI64th of 69· 2 boards$0.3→$0.9per Mtok in / out1 selling
- Codestral 2508Mistral AI123rd of 147· 7 boards$0.3→$0.9per Mtok in / out3 selling
- CodexOpenAI8th of 17$1.75→$14per Mtok in / out1 selling
- Codex miniOpenAI189th of 244· 6 boards$1.5→$6per Mtok in / out1 selling
- Codey for Code CompletionGoogle
- Composer 2.5Cursor47th of 74· 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
- DeepSeek V3.2 ExpDeepSeek1st of 16· 18 boards$0.21→$0.32per Mtok in / out8 selling
- DeepSeek V3.2 ThinkingDeepSeek115th of 402· 2 boards$0.28→$0.42per Mtok in / out2 selling
- DeepSeek V4 FlashDeepSeek22nd of 128· 14 boards$0.44→$1.32per Mtok in / out16 selling
- DeepSeek V4 ProDeepSeek26th of 290· 29 boards$1.32→$3.96per Mtok in / out21 selling
- DeepSeek V4.1 FlashDeepSeek16th of 128· 3 boards$0.15→$0.6per Mtok in / out11 selling
- DeepSeek v3.2DeepSeek1st of 47· 34 boards$0.21→$0.31per Mtok in / out19 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· 25 boards$0.5→$2.18per Mtok in / out19 selling
- DeepSeek-R1 (0528)DeepSeek9th of 108· 28 boards$0.25→$0.25per Mtok in / out12 selling
- DeepSeek-V3DeepSeek2nd of 134· 29 boards$0.2→$0.2per Mtok in / out12 selling
- DeepSeek-V3 0324DeepSeek11th of 54· 18 boards$0.2→$0.6per Mtok in / out15 selling
- DeepSeek-V3.2-SpecialeDeepSeek6th of 61· 3 boards$0.28→$0.42per Mtok in / out2 selling
- DevinCognition
- Devstral 2 123BMistral AI198th of 302$0.4→$2per Mtok in / out3 selling
- Devstral 2 2512Mistral AI128th of 184· 2 boards$0.4→$2per Mtok in / out3 selling
- Devstral MediumMistral AI$0.4→$2per Mtok in / out1 selling
- Devstral Small 2Mistral AI218th of 302$0.1→$0.3per Mtok in / out1 selling
- Devstral-Small-2505Mistral AI$0.05→$0.22per Mtok in / out3 selling
- Devstral-Small-2507Mistral AI$0.07→$0.28per Mtok in / out1 selling
- Doubao-Seed-2.1-proByteDance$0.89→$4.46per Mtok in / out1 selling
- Doubao-Seed-EvolvingByteDance$0.89→$4.46per Mtok in / out1 selling
- Doubao-Seed-codeByteDance3rd of 180· 2 boards$0.18→$1.19per Mtok in / out1 selling
- EXAONE-4.0-32BLG AI Research7th of 28· 2 boards
- GLM 5.1Z.ai1st of 152· 47 boards$1.4→$4.4per Mtok in / out21 selling
- GLM 5.2Z.ai5th of 60· 57 boards$1.4→$4.4per Mtok in / out24 selling
- GLM 5.3 FlashZ.ai10th of 150· 29 boards$0.075→$0.25per Mtok in / out13 selling
- GLM-4.6Z.ai4th of 109· 27 boards$0.6→$2.2per Mtok in / out16 selling
- GLM-4.7Z.ai83rd of 402· 34 boards$0.6→$2.2per Mtok in / out19 selling
- GLM-5Z.ai5th of 61· 43 boards$1→$3.2per Mtok in / out20 selling
- GLM-5.3Z.ai5th of 155· 34 boards$1.4→$4.4per Mtok in / out18 selling
- GLM-5V-TurboZ.ai6th of 55· 24 boards$1.2→$4per Mtok in / out8 selling
- GPT 6 AstraOpenAI1st of 227· 31 boards$10→$50per Mtok in / out11 selling
- GPT OSS 120BOpenAI69th of 290· 33 boards$0.05→$0.45per Mtok in / out29 selling
- GPT-4 TurboOpenAI25th of 217· 17 boards$10→$30per Mtok in / out6 selling
- GPT-4.1OpenAI9th of 69· 9 boards$2→$8per Mtok in / out10 selling
- GPT-4.1 miniOpenAI27th of 108· 33 boards$0.4→$1.6per Mtok in / out8 selling
- GPT-4.1 nanoOpenAI44th of 108· 29 boards$0.1→$0.4per Mtok in / out8 selling
- GPT-4oOpenAI11th of 47· 9 boards$2.5→$10per Mtok in / out10 selling
- GPT-4o (2024-08-06)OpenAI16th of 217· 20 boards$2→$8per Mtok in / out5 selling
- GPT-4o (2024-11-20)OpenAI1st of 217· 29 boards$2→$8per Mtok in / out5 selling
- GPT-4o-mini (2024-07-18)OpenAI1st of 113· 29 boards$0.1→$0.4per Mtok in / out4 selling
- GPT-5OpenAI1st of 72· 68 boards$1.25→$10per Mtok in / out11 selling
- GPT-5 Codex (batch)OpenAI58th of 170· 3 boards$1.25→$10per Mtok in / out3 selling
- GPT-5.1OpenAI2nd of 54· 48 boards$1.25→$10per Mtok in / out7 selling
- GPT-5.1 CodexOpenAI27th of 112· 14 boards$1.25→$10per Mtok in / out4 selling
- GPT-5.1 Codex MaxOpenAI11th of 50· 4 boards$1.25→$10per Mtok in / out6 selling
- GPT-5.1 Codex MiniOpenAI46th of 202· 11 boards$0.25→$2per Mtok in / out5 selling
- GPT-5.2OpenAI1st of 61· 61 boards$1.75→$14per Mtok in / out10 selling
- GPT-5.2 CodexOpenAI7th of 47· 13 boards$1.75→$14per Mtok in / out7 selling
- GPT-5.3 CodexOpenAI11th of 202· 26 boards$1.75→$14per Mtok in / out10 selling
- GPT-5.3 Codex SparkOpenAI
- GPT-5.4OpenAI1st of 25· 69 boards$2.5→$15per Mtok in / out13 selling
- GPT-5.4 miniOpenAI74th of 402· 34 boards$0.75→$4.5per Mtok in / out11 selling