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Comparing 3 tools side by side
| Comparison | ![]() Open-source MoE coding model (V2) with 128K context | ![]() API access to GPT-5.2, Codex models, Responses API, Agents SDK, and the full OpenAI platform | ![]() Build with Claude Opus 4.6, Sonnet 4.6, and Haiku via the Anthropic API with MCP and adaptive thinking |
|---|---|---|---|
| Category | Open Source Model | API/SDK Tool | API/SDK Tool |
| Pricing | Open weights (self-hosted): $0 DeepSeek API (V3.2 chat/reasoner): Pay-as-you-go | GPT-5.2 (Flagship): $1.75 / 1M input, $14 / 1M output GPT-5: $1.25 / 1M input, $10 / 1M output GPT-4.1: $2 / 1M input, $8 / 1M output GPT-5 Mini / Nano: Mini: $0.25/$2 | Nano: $0.05/$0.40 per MTok Batch: 50% discount vs standard pricing | Opus 4.6: $5 / 1M input, $25 / 1M output Sonnet 4.6: $3 / 1M input, $15 / 1M output Haiku 4.5: $1 / 1M input, $5 / 1M output |
| AI Models | DeepSeek-Coder-V2-Instruct (236B / 21B active)DeepSeek-Coder-V2-Lite-Instruct (16B / 2.4B active) | gpt-5.2gpt-5gpt-5.3-codexgpt-5-codexgpt-4.1+7 more | claude-opus-4-6claude-sonnet-4-6claude-haiku-4-5 |
| Context Window | 128K tokens | Up to 1M tokens (GPT-4.1); 400K tokens (GPT-5 family) | 200K standard; 1M beta on Opus 4.6 |
| Capabilities | Code Completion Code Generation Code Review Debugging Refactoring Testing Documentation Chat Multi File | Code Completion Code Generation Code Review Debugging Refactoring Testing Documentation Chat Agentic Mode Multi File Voice Input | Code Completion Code Generation Code Review Debugging Refactoring Testing Documentation Chat Agentic Mode Multi File |
| Platforms | All platforms via API | APIWebDesktop | APIWeb |
| Languages | 338 programming languages | Any language via REST/HTTP | Any (via REST API) |
| Open Source | Yes | No | No |
| GitHub Stars | 6,277Most | N/A | N/A |
| Users | Open-source community | 200M+ ChatGPT weekly active users | N/A |
| Rating | N/A | N/A | N/A |
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