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 2 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.
- GPT-5.5OpenAI1st of 17· 73 boards$5→$30per Mtok in / out15 selling
- GPT-5.6 LunaOpenAI28th of 306· 41 boards$0.2→$1.2per Mtok in / out15 selling
- GPT-5.6 SolOpenAI1st of 34· 53 boards$4→$20per Mtok in / out15 selling
- GPT-5.6 TerraOpenAI14th of 306· 40 boards$2→$12per Mtok in / out15 selling
- Gemini 2.0 FlashGoogle30th of 217· 7 boards
- Gemini 2.5 FlashGoogle12th of 42· 37 boards$0.15→$0.6per Mtok in / out14 selling
- Gemini 2.5 ProGoogle1st of 8· 49 boards$1.25→$10per Mtok in / out13 selling
- Gemini 2.5 Pro Preview 05-06Google12th of 108· 10 boards
- Gemini 2.5 Pro Preview 06-05Google4th of 72· 16 boards$1.25→$10per Mtok in / out2 selling
- Gemini 3 Deep ThinkGoogle33rd of 309· 5 boards
- Gemini 3 FlashGoogle43rd of 414· 12 boards$0.5→$3per Mtok in / out2 selling
- Gemini 3.1 Flash-LiteGoogle109th of 414· 28 boards$0.25→$1.5per Mtok in / out10 selling
- Gemini 3.1 Pro PreviewGoogle3rd of 102· 79 boards$2→$12per Mtok in / out13 selling
- Gemini 3.5 FlashGoogle6th of 102· 64 boards$1.5→$9per Mtok in / out13 selling
- Gemini 3.5 Flash-LiteGoogle70th of 414· 28 boards$0.3→$2.5per Mtok in / out11 selling
- Gemini 3.6 FlashGoogle11th of 326· 51 boards$0.75→$3.75per Mtok in / out12 selling
- Gemini 3.7 FlashGoogle6th of 326· 52 boards$0.75→$3.75per Mtok in / out12 selling
- Gemini 3.8 FlashGoogle5th of 326· 61 boards$0.75→$3.75per Mtok in / out10 selling
- Gemma 3 27BGoogle36th of 111· 16 boards$0.08→$0.16per Mtok in / out12 selling
- GemmaCoder3-12Bburtenshaw$0.2→$0.6per Mtok in / out1 selling
- GitHub Copilot
- Granite 8B Code InstructIBM watsonx.ai$0.64→$0.64per Mtok in / out1 selling
- Grok 4xAI7th of 69· 2 boards$3→$15per Mtok in / out4 selling
- Grok 4.1 Fast ReasoningxAI20th of 92· 11 boards$0.2→$0.5per Mtok in / out2 selling
- Grok 4.20xAI37th of 414· 39 boards$1.25→$2.5per Mtok in / out8 selling
- Grok 4.3xAI60th of 326· 48 boards$1.25→$2.5per Mtok in / out11 selling
- Grok 4.5xAI18th of 326· 60 boards$2→$6per Mtok in / out10 selling
- Grok 4.6xAI2nd of 55· 59 boards$2→$6per Mtok in / out15 selling
- Grok 4.7xAI26th of 326· 43 boards$2→$6per Mtok in / out13 selling
- Huihui-gemma-4-12B-coder-fable5-composer2.5-v1-abliteratedhuihui-ai$1.2→$4.8per Mtok in / out1 selling
- IQuest-Coder-V1-40B-InstructIQuest
- IQuest-Coder-V1-40B-Loop-InstructIQuest
- JunieJetBrains6th of 17
- KAT Coder ProKuaishou$0.3→$1.2per Mtok in / out, novita lane1 selling
- KAT-Coder-Air V2.5Kuaishou$0.15→$0.6per Mtok in / out2 selling
- KAT-Coder-Pro V2Kuaishou$0.3→$1.2per Mtok in / out1 selling
- KAT-Coder-Pro V2.5Kuaishou$0.74→$2.96per Mtok in / out1 selling
- KAT-Coder-Pro-V1Kuaishou$0.3→$1.2per Mtok in / out1 selling
- KAT-Coder-V2.5-DevKwaipilot
- Kimi K2 0711Moonshot AI26th of 69· 7 boards$0.57→$2.3per Mtok in / out4 selling
- Kimi K2.7 CodeMoonshot AI49th of 306· 36 boards$0.95→$4per Mtok in / out22 selling
- Kimi K2.7 Code High SpeedMoonshot AI$1.9→$8per Mtok in / out2 selling
- Laguna M.1Poolside109th of 135· 3 boards
- Llama 3 70BMeta12th of 137· 2 boards$3.5→$8.3per Mtok in / out2 selling
- Llama 3 8BMeta49th of 137$0.37→$0.38per Mtok in / out1 selling
- Llama 3.1 405BMeta1st of 134· 7 boards$1.2→$1.2per Mtok in / out2 selling
- Llama 4 Maverick 17BMeta41st of 111· 15 boards$0.19→$0.65per Mtok in / out15 selling
- LovableLovable
- MAI-Code-1-FlashMicrosoft
- MAI-Code-1.1-FlashMicrosoft$0.2→$1.2per Mtok in / out2 selling
- Magicoder-S-DS-6.7BIntellligent Software Engineering (iSE)
- Mercury 2Inception Labs225th of 414· 18 boards$0.25→$0.75per Mtok in / out5 selling
- Mercury Coder Small BetaInception Labs$0.25→$1per Mtok in / out1 selling
- Mercury Edit 2Inception Labs$0.25→$0.75per Mtok in / out1 selling
- MiMo V2.6 FlashXiaomi16th of 141· 8 boards$0.14→$0.28per Mtok in / out10 selling
- MiMo V2.6 ProXiaomi9th of 235· 18 boards$0.37→$0.74per Mtok in / out8 selling
- MiMo-V2-FlashXiaomi171st of 414· 6 boards$0.11→$0.28per Mtok in / out1 selling
- MiMo-V2-ProXiaomi82nd of 414· 6 boards
- MiMo-V2.5Xiaomi107th of 414· 19 boards$0.14→$0.28per Mtok in / out11 selling
- MiMo-V2.5-ProXiaomi48th of 414· 20 boards$0.43→$0.87per Mtok in / out11 selling
- MiniMax M2.1MiniMax183rd of 414· 13 boards$0.3→$1.2per Mtok in / out10 selling
- MiniMax M3MiniMax38th of 326· 41 boards$0.3→$1.2per Mtok in / out18 selling
- Mistral CodeMistral AI
- Mistral Code AgentMistral AI
- Mistral Large 4Mistral AI38th of 154· 12 boards$0.7→$2.1per Mtok in / out2 selling
- Muse Spark 1.1Meta12th of 414· 37 boards$1.25→$4.25per Mtok in / out4 selling
- Muse Spark 1.2Meta11th of 414· 42 boards$1.25→$4.25per Mtok in / out5 selling
- Muse Spark 1.3Meta1st of 55· 40 boards$1.25→$4.25per Mtok in / out5 selling
- North Mini CodeCohere115th of 163· 2 boards$0.01→$0.03per Mtok in / out2 selling
- Nxcode-CQ-7B-orpoNTQAI
- OlympicCoder-32Bopen-r1$2.72→$4.8per Mtok in / out1 selling
- OlympicCoder-7Bopen-r1$0.68→$0.8per Mtok in / out1 selling
- OmniCoder-9BTesslate
- OpenAI ChatGPT-4oOpenAI89th of 414· 3 boards$4.5→$14per Mtok in / out3 selling
- OpenCodeInterpreter-DS-33BMultimodal Art Projection
- OpenCodeReasoning-Nemotron-1.1-32BNVIDIA$2.72→$4.8per Mtok in / out1 selling
- OpenCoder-8B-Instructinftech.ai$0.37→$0.38per Mtok in / out1 selling
- OpenReasoning-Nemotron-32BNVIDIA$2.72→$4.8per Mtok in / out1 selling
- Phind-CodeLlama-34B-Python-v1Phind$0.9→$0.9per Mtok in / out1 selling
- Phind-CodeLlama-34B-v1Phind$0.9→$0.9per Mtok in / out1 selling
- Phind-CodeLlama-34B-v2Phind$0.6→$0.6per Mtok in / out2 selling
- QwQ-32BAlibaba6th of 54· 6 boards$0.66→$1per Mtok in / out7 selling
- Qwen 2.5 Coder 32BAlibaba6th of 170· 5 boards$2.72→$4.8per Mtok in / out2 selling
- Qwen 3 Coder 480BAlibaba$0.46→$2.29per Mtok in / out1 selling
- Qwen 3.8 Flash NextAlibaba17th of 141$0.6→$1.2per Mtok in / out3 selling
- Qwen 3.8 MaxAlibaba2nd of 165· 24 boards$1.65→$4.95per Mtok in / out10 selling
- Qwen2.5 Coder 32B InstructAlibaba3rd of 170· 4 boards$0.66→$1per Mtok in / out12 selling
- Qwen2.5-Coder-0.5BAlibaba91st of 170· 5 boards$0.04→$0.08per Mtok in / out2 selling
- Qwen2.5-Coder-1.5B-InstructAlibaba$0.04→$0.08per Mtok in / out2 selling
- Qwen2.5-Coder-14B-InstructAlibaba2nd of 170$0.2→$0.2per Mtok in / out2 selling
- Qwen2.5-Coder-3B-InstructAlibaba21st of 170$0.1→$0.1per Mtok in / out4 selling
- Qwen2.5-Coder-7BAlibaba17th of 170· 5 boards$0.2→$0.2per Mtok in / out3 selling
- Qwen2.5-Coder-7B-InstructAlibaba11th of 170$0.2→$0.2per Mtok in / out5 selling
- Qwen3 235B A22BAlibaba11th of 49· 11 boards$0.18→$0.54per Mtok in / out7 selling
- Qwen3 32BAlibaba25th of 111· 11 boards$0.05→$0.1per Mtok in / out14 selling
- Qwen3 Coder 30B A3B InstructAlibaba138th of 169· 3 boards$0.07→$0.28per Mtok in / out10 selling
- Qwen3 Coder FlashAlibaba$0.2→$0.97per Mtok in / out3 selling
- Qwen3 Coder NextAlibaba116th of 163· 5 boards$0.12→$0.8per Mtok in / out6 selling
- Qwen3-Coder-30B-A3B-Instruct-FP8Alibaba
- Qwen3-Coder-480B-A35B-InstructAlibaba107th of 173· 11 boards$0.22→$1.8per Mtok in / out12 selling