Writing · best for
Best AI model for Transcript Cleanup (2026)
Turning raw ASR output into readable prose. Ranked from 346 live models on the OpenRouter catalog, weighted for context window, low cost.
| # | Model | Score | In / 1M | Out / 1M | Context | |
|---|---|---|---|---|---|---|
| 1 | Auto Routeropenrouter/auto | 400136 | $-1000000.00 | $-1000000.00 | 2,000,000 | Try → |
| 2 | Pareto Code Routeropenrouter/pareto-code | 400124 | $-1000000.00 | $-1000000.00 | 200,000 | Try → |
| 3 | Body Builder (beta)openrouter/bodybuilder | 400119 | $-1000000.00 | $-1000000.00 | 128,000 | Try → |
| 4 | Qwen: Qwen3.5-Flashqwen/qwen3.5-flash-02-23 | 135 | $0.07 | $0.26 | 1,000,000 | Try → |
| 5 | xAI: Grok 4.1 Fastx-ai/grok-4.1-fast | 135 | $0.20 | $0.50 | 2,000,000 | Try → |
| 6 | Google: Gemini 2.5 Flash Lite Preview 09-2025google/gemini-2.5-flash-lite-preview-09-2025 | 135 | $0.10 | $0.40 | 1,048,576 | Try → |
| 7 | xAI: Grok 4 Fastx-ai/grok-4-fast | 135 | $0.20 | $0.50 | 2,000,000 | Try → |
| 8 | OpenAI: GPT-5 Nanoopenai/gpt-5-nano | 135 | $0.05 | $0.40 | 400,000 | Try → |
| 9 | Google: Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-lite | 135 | $0.10 | $0.40 | 1,048,576 | Try → |
| 10 | OpenAI: GPT-4.1 Nanoopenai/gpt-4.1-nano | 135 | $0.10 | $0.40 | 1,047,576 | Try → |
| 11 | Google: Gemini 2.0 Flash Litegoogle/gemini-2.0-flash-lite-001 | 135 | $0.07 | $0.30 | 1,048,576 | Try → |
| 12 | Google: Gemini 2.0 Flashgoogle/gemini-2.0-flash-001 | 135 | $0.10 | $0.40 | 1,048,576 | Try → |
| 13 | OpenAI: GPT-5.4 Nanoopenai/gpt-5.4-nano | 135 | $0.20 | $1.25 | 400,000 | Try → |
| 14 | Google: Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 135 | $0.25 | $1.50 | 1,048,576 | Try → |
| 15 | Qwen: Qwen3.5 Plus 2026-02-15qwen/qwen3.5-plus-02-15 | 135 | $0.26 | $1.56 | 1,000,000 | Try → |
How we ranked these
For Transcript Cleanup, we weight models on context window, low cost. Higher means better. Scores combine OpenRouter's model metadata (context length, modality support, tool calling, structured output, reasoning capability) with public pricing. See full methodology →
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