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 3 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.
- Qwen3-Coder-480B-A35B-Instruct-FP8Alibaba$2→$2per Mtok in / out1 selling
- Qwen3-Coder-480B-A35B-Instruct-TurboAlibaba$0.3→$1per Mtok in / out2 selling
- Qwen3-Coder-Next-FP8Alibaba$0.5→$1.2per Mtok in / out1 selling
- Qwen3-Coder-PlusAlibaba93rd of 112$1.8→$9per Mtok in / out, in-32k-128k lane5 selling
- Qwen3.5-35B-A3BAlibaba96th of 313· 13 boards$0.14→$1per Mtok in / out9 selling
- Qwen3.5-FlashAlibaba89th of 290· 17 boards$0.065→$0.26per Mtok in / out3 selling
- Qwen3.6 27BAlibaba60th of 290· 14 boards$0.3→$2per Mtok in / out12 selling
- Qwen3.6 35B A3BAlibaba58th of 222· 18 boards$0.05→$0.7per Mtok in / out10 selling
- Qwen3.6 Max PreviewAlibaba53rd of 402· 15 boards$1.03→$6.16per Mtok in / out3 selling
- Qwen3.6 PlusAlibaba48th of 290· 30 boards$0.33→$1.95per Mtok in / out7 selling
- Refact.ai AgentRefact.ai3rd of 22
- Replit AgentReplit
- Rovo DevAtlassian5th of 180$0.01per call, overage lane1 selling
- Sakana Code executionSakana AI$0.002per minute1 selling
- Seed-2.0-CodeByteDance$0.48→$2.38per Mtok in / out5 selling
- Seed-Coder-8B-ReasoningByteDance Seed
- Solar Pro 4Upstage77th of 302· 11 boards$0.3→$1.2per Mtok in / out3 selling
- Strand-Rust-Coder-14B-v1Fortytwo
- TabnineTabnine
- Voyage Code 3Voyage AI$0.18per Mtok in1 selling
- WizardCoder-15B-V1.0WizardLM Team
- WizardCoder-Python-34B-V1.0WizardLM Team
- XBai o4MetaStone AI14th of 28$0.41→$1.97per Mtok in / out1 selling
- Yi-Coder-9B-Chat01-ai
- ZencoderZencoder8th of 22
- codegeex4-all-9bzai-org
- codegemma-7bGoogle$0.2→$0.2per Mtok in / out1 selling
- codegemma-7b-itGoogle$0.07→$0.07per Mtok in / out1 selling
- deepseek-coder-1.3b-instructdeepseek-ai
- deepseek-coder-33b-instructDeepSeek$0.8→$0.8per Mtok in / out2 selling
- deepseek-coder-6.7b-instructDeepSeek
- deepseek-coder-7b-instruct-v1.5deepseek-ai$0.2→$0.2per Mtok in / out1 selling
- devstral-latestMistral AI$0.4→$2per Mtok in / out2 selling
- devstral-small-latestMistral AI$0.1→$0.3per Mtok in / out2 selling
- gemini-3-pro-previewGoogle1st of 10· 49 boards$2→$12per Mtok in / out3 selling
- grok-code-fast-1xAI152nd of 202· 5 boards$5→$25per Mtok in / out3 selling
- llama-3-sqlcoder-8bdefog
- o1OpenAI3rd of 262· 31 boards$15→$60per Mtok in / out8 selling
- o1-miniOpenAI24th of 108· 19 boards$1.21→$4.84per Mtok in / out1 selling
- o3OpenAI1st of 22· 52 boards$2→$8per Mtok in / out8 selling
- o3 Mini HighOpenAI24th of 69· 4 boards$1.1→$4.4per Mtok in / out3 selling
- o3-miniOpenAI4th of 54· 35 boards$1.1→$4.4per Mtok in / out8 selling
- o3-proOpenAI3rd of 72· 15 boards$20→$80per Mtok in / out7 selling
- o4 Mini HighOpenAI1st of 28· 3 boards$1.1→$4.4per Mtok in / out3 selling
- o4-miniOpenAI4th of 108· 48 boards$1.1→$4.4per Mtok in / out7 selling
- openhands-lm-32b-v0.1OpenHands65th of 69· 2 boards
- replit-code-v1-3bReplit
- replit-code-v1_5-3bReplit
- ruvltra-claude-coderuv
- santacoderbigcode
- sqlcoderDefog.ai
- sqlcoder-34b-alphadefog
- sqlcoder-70b-alphadefog
- sqlcoder-7b-2Defog.ai
- stable-code-3bStability AI$0.1→$0.1per Mtok in / out1 selling
- stable-code-instruct-3bStability AI
- stablecode-completion-alpha-3b-4kStability AI
- stablecode-instruct-alpha-3bStability AI
- starcoderbigcode
- starcoder2-15bbigcode41st of 170· 4 boards$0.2→$0.2per Mtok in / out1 selling
- starcoder2-15b-instruct-v0.1bigcode$0.15→$0.15per Mtok in / out1 selling
- starcoder2-3bbigcode118th of 170· 4 boards$0.1→$0.1per Mtok in / out1 selling
- starcoder2-7bbigcode96th of 170· 4 boards$0.2→$0.2per Mtok in / out1 selling
- starcoderbasebigcode
- starcoderplusbigcode
- v0 MaxVercel AI Gateway$5→$25per Mtok in / out1 selling
- v0 MiniVercel AI Gateway$0.2→$1.2per Mtok in / out1 selling
- v0 ProVercel AI Gateway$2→$10per Mtok in / out1 selling
- voyage-code-2Voyage AI$0.12per Mtok in2 selling
- warp-grep-v2Morph$8per Mtok in1 selling