๐Ÿ’ป

Code Council

The best models for programming โ€” code review, debugging, implementation, and architecture decisions.
๐Ÿง‘โ€๐Ÿ’ป Use case: Code review, debugging, implementation
6
Models
5
Providers
212
Max tok/s
Free
Best price

๐Ÿ“Š Council Models

ModelProviderSpeedโ˜…ContextPriceNotes
qwen2.5-coder-32bGroq212 t/sโ˜…โ˜…โ˜…โ˜…โ˜…128KFreeFastest coder available
dola-seed-2.0-liteBytePlus84 t/sโ˜…โ˜…โ˜…โ˜…โ˜…64KLightweight code model
dola-seed-2.0-codeBytePlus80 t/sโ˜…โ˜…โ˜…โ˜…โ˜…64KPurpose-built for code
glm-5OpenCode52 t/sโ˜…โ˜…โ˜…โ˜…ยฝ128KStrong multi-language code
qwen3-coder-nextOllamaCloud52 t/sโ˜…โ˜…โ˜…ยฝโ˜…128KFreeNew Qwen coder variant
devstral-2:123bOllamaCloud36 t/sโ˜…โ˜…โ˜…ยฝโ˜…128KFreeLarge Mistral code model
Qwen2.5-Coder-32B-TEEChutes TEE28 t/sโ˜…โ˜…โ˜…โ˜…โ˜…128KTEE-secured, private code

โš–๏ธ Pros & Cons

โœ… Pros

  • Groq's qwen2.5-coder-32b is both free and the fastest coder
  • TEE option for private code review (Chutes TEE)
  • Multiple free options for cost-effective code generation
  • Large context windows (128K) for codebases
  • Purpose-built code models (dola-seed-2.0-code)

โš ๏ธ Cons

  • Slower TEE options for privacy-sensitive code
  • No Claude/GPT coding assistants in this council
  • Syntax highlighting varies by provider
  • Long-context code comprehension still limited at 28-52 t/s

๐Ÿš€ Try This Council

Send coding prompts to multiple Code Council models simultaneously.

# Code Council: Fast, free coding assistance
curl -X POST https://api.groq.com/openai/v1/chat/completions \
  -H "Authorization: Bearer $GROQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen2.5-coder-32b",
    "messages": [{"role": "user", "content": "Review this Python function for bugs:\n\ndef fibonacci(n):\n  if n <= 1:\n    return n\n  return fibonacci(n-1) + fibonacci(n-2)"}],
    "temperature": 0.2,
    "max_tokens": 1000
  }'