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 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 32· 78 boards$5→$30per Mtok in / out13 selling
- GPT-5.6 LunaOpenAI15th of 290· 40 boards$0.2→$1.2per Mtok in / out13 selling
- GPT-5.6 SolOpenAI1st of 205· 51 boards$4→$20per Mtok in / out13 selling
- GPT-5.6 TerraOpenAI8th of 290· 40 boards$2→$12per Mtok in / out13 selling
- Gemini 2.0 FlashGoogle30th of 217· 8 boards$0.15→$0.6per Mtok in / out1 selling
- Gemini 2.5 FlashGoogle15th of 109· 42 boards$0.15→$0.6per Mtok in / out12 selling
- Gemini 2.5 ProGoogle1st of 8· 55 boards$1.25→$10per Mtok in / out11 selling
- Gemini 2.5 Pro Preview 05-06Google12th of 108· 12 boards$1.25→$10per Mtok in / out2 selling
- Gemini 2.5 Pro Preview 06-05Google4th of 72· 18 boards$1.25→$10per Mtok in / out2 selling
- Gemini 3 Deep ThinkGoogle20th of 244· 5 boards
- Gemini 3 FlashGoogle33rd of 402· 13 boards$0.5→$3per Mtok in / out2 selling
- Gemini 3 Flash PreviewGoogle5th of 262· 47 boards$0.5→$3per Mtok in / out10 selling
- Gemini 3.1 Flash-LiteGoogle98th of 402· 31 boards$0.25→$1.5per Mtok in / out9 selling
- Gemini 3.1 Pro PreviewGoogle1st of 262· 84 boards$2→$12per Mtok in / out11 selling
- Gemini 3.5 FlashGoogle2nd of 46· 66 boards$1→$6per Mtok in / out12 selling
- Gemini 3.5 Flash-LiteGoogle59th of 402· 28 boards$0.3→$2.5per Mtok in / out10 selling
- Gemini 3.6 FlashGoogle6th of 313· 49 boards$0.5→$3per Mtok in / out11 selling
- Gemini 3.7 FlashGoogle3rd of 313· 45 boards$0.75→$3.75per Mtok in / out11 selling
- Gemini 3.8 FlashGoogle2nd of 313· 29 boards$0.75→$3.75per Mtok in / out9 selling
- Gemma 3 27BGoogle34th of 105· 19 boards$0.08→$0.16per Mtok in / out11 selling
- GitHub Copilot
- Granite 8B Code InstructIBM watsonx.ai$0.64→$0.64per Mtok in / out1 selling
- Grok 3 MinixAI21st of 108· 17 boards$0.25→$1.27per Mtok in / out3 selling
- Grok 4xAI19th of 262· 6 boards$3→$15per Mtok in / out3 selling
- Grok 4.1 Fast ReasoningxAI5th of 109· 14 boards$0.2→$0.5per Mtok in / out3 selling
- Grok 4.20xAI30th of 402· 41 boards$1.25→$2.5per Mtok in / out8 selling
- Grok 4.3xAI49th of 313· 47 boards$1.25→$2.5per Mtok in / out9 selling
- Grok 4.5xAI5th of 161· 58 boards$2→$6per Mtok in / out9 selling
- Grok 4.6xAI3rd of 161· 56 boards$2→$6per Mtok in / out13 selling
- Huihui-gemma-4-12B-coder-fable5-composer2.5-v1-abliteratedhuihui-ai
- IQuest-Coder-V1-40B-InstructIQuest
- IQuest-Coder-V1-40B-Loop-InstructIQuest
- JunieJetBrains6th of 17
- KAT Coder ProKuaishou$0.3→$1.2per Mtok in / out2 selling
- KAT-Coder-Air V2.5Kuaishou$0.15→$0.6per Mtok in / out2 selling
- KAT-Coder-Pro V2Kuaishou62nd of 184· 2 boards$0.3→$1.2per Mtok in / out4 selling
- KAT-Coder-Pro V2.5Kuaishou$0.74→$2.96per Mtok in / out4 selling
- KAT-Coder-Pro-V1Kuaishou$0.3→$1.2per Mtok in / out2 selling
- KAT-Coder-V2.5-DevKwaipilot
- Kimi K2 0711Moonshot AI11th of 109· 10 boards$0.57→$2.3per Mtok in / out4 selling
- Kimi K2 ThinkingMoonshot AI13th of 61· 13 boards$0.47→$2per Mtok in / out15 selling
- Kimi K2.5Moonshot AI17th of 262· 50 boards$0.6→$3per Mtok in / out21 selling
- Kimi K2.7 CodeMoonshot AI33rd of 290· 40 boards$0.95→$4per Mtok in / out19 selling
- Kimi K2.7 Code High SpeedMoonshot AI$1.9→$8per Mtok in / out1 selling
- Laguna M.1Poolside95th of 121· 3 boards
- Llama 3 70BMeta12th of 137· 3 boards$0.6→$0.8per Mtok in / out1 selling
- Llama 3 8BMeta49th of 137· 3 boards
- Llama 3.1 405BMeta1st of 134· 10 boards$1.2→$1.2per Mtok in / out2 selling
- Llama 4 Maverick 17BMeta39th of 105· 19 boards$0.19→$0.65per Mtok in / out16 selling
- LovableLovable
- MAI-Code-1-Flash$0.75→$4.5per Mtok in / out1 selling
- MAI-Code-1.1-Flash$0.2→$1.2per Mtok in / out1 selling
- Magicoder-S-DS-6.7BIntellligent Software Engineering (iSE)
- Mercury 2Inception Labs211th of 402· 19 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-FlashXiaomi105th of 302· 7 boards$0.1→$0.3per Mtok in / out3 selling
- MiMo-V2-ProXiaomi73rd of 402· 6 boards$14→$42per Mtok in / out2 selling
- MiMo-V2.5Xiaomi34th of 152· 20 boards$0.14→$0.28per Mtok in / out12 selling
- MiMo-V2.5-ProXiaomi44th of 402· 22 boards$0.43→$0.87per Mtok in / out12 selling
- MiniMax M2.1MiniMax6th of 262· 15 boards$0.3→$1.2per Mtok in / out11 selling
- MiniMax M2.5MiniMax3rd of 47· 25 boards$0.3→$1.2per Mtok in / out19 selling
- MiniMax M3MiniMax11th of 110· 39 boards$0.3→$1.2per Mtok in / out14 selling
- MiniMax-M2MiniMax24th of 47· 11 boards$0.3→$1.2per Mtok in / out12 selling
- Mistral CodeMistral AI$0.3→$0.9per Mtok in / out1 selling
- Mistral Code AgentMistral AI$0.4→$2per Mtok in / out1 selling
- Muse Spark 1.1Meta1st of 25· 40 boards$1.25→$4.25per Mtok in / out3 selling
- Muse Spark 1.2Meta2nd of 152· 41 boards$1.25→$4.25per Mtok in / out4 selling
- Muse Spark 1.3Meta1st of 147· 15 boards
- North Mini CodeCohere193rd of 302· 3 boards$0.01→$0.03per Mtok in / out2 selling
- Nxcode-CQ-7B-orpoNTQAI
- OlympicCoder-32Bopen-r1
- OlympicCoder-7Bopen-r1
- OmniCoder-9BTesslate
- OpenAI ChatGPT-4oOpenAI80th of 402· 3 boards$4.5→$14per Mtok in / out3 selling
- OpenCodeInterpreter-DS-33BMultimodal Art Projection
- OpenCodeReasoning-Nemotron-1.1-32BNVIDIA10th of 28$2.72→$4.8per Mtok in / out1 selling
- OpenCoder-8B-Instructinftech.ai
- OpenReasoning-Nemotron-32BNVIDIA8th of 28$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· 8 boards$0.18→$0.2per Mtok in / out7 selling
- Qwen 2.5 Coder 32BAlibaba6th of 170· 6 boards$0.9→$0.9per Mtok in / out1 selling
- Qwen 3 Coder 480BAlibaba$0.22→$0.95per Mtok in / out1 selling
- Qwen 3.8 Flash NextAlibaba9th of 128· 2 boards
- Qwen 3.8 MaxAlibaba1st of 28· 24 boards$1.65→$4.95per Mtok in / out9 selling
- Qwen2.5 Coder 32B InstructAlibaba3rd of 170· 4 boards$0.66→$1per Mtok in / out11 selling
- Qwen2.5-Coder-0.5BAlibaba91st of 170· 5 boards$0.1→$0.1per Mtok in / out1 selling
- Qwen2.5-Coder-14B-InstructAlibaba2nd of 170$0.2→$0.2per Mtok in / out1 selling
- Qwen2.5-Coder-3B-InstructAlibaba21st of 170$0.1→$0.1per Mtok in / out3 selling
- Qwen2.5-Coder-7BAlibaba17th of 170· 6 boards$0.2→$0.2per Mtok in / out2 selling
- Qwen2.5-Coder-7B-InstructAlibaba11th of 170· 2 boards$0.2→$0.2per Mtok in / out4 selling
- Qwen3 235B A22BAlibaba11th of 49· 20 boards$0.18→$0.54per Mtok in / out10 selling
- Qwen3 32BAlibaba24th of 105· 13 boards$0.08→$0.28per Mtok in / out17 selling
- Qwen3 Coder 30B A3B InstructAlibaba127th of 162· 3 boards$0.07→$0.27per Mtok in / out11 selling
- Qwen3 Coder FlashAlibaba$0.2→$0.97per Mtok in / out4 selling
- Qwen3 Coder NextAlibaba190th of 302· 6 boards$0.12→$0.8per Mtok in / out7 selling
- Qwen3-Coder-30B-A3B-Instruct-FP8Alibaba
- Qwen3-Coder-480B-A35B-InstructAlibaba10th of 25· 12 boards$0.22→$1.8per Mtok in / out13 selling