Best AI model for long documents
Measured in Nivana’s weekly evals (updated 2026-10-25): Gemini 4 Argon scores highest on long documents at 95/100. The router also weighs price and speed, so its pick depends on how hard the request is.
What the router picks
- Easy: GPT-6 Luna
- Medium: Gemini Flash
- Hard: Gemini Flash
Ranked by measured quality
| Model | Lab | Score | Price |
|---|---|---|---|
| Gemini 4 Argon | 95 | $2 in / $10 out per 1M tokens | |
| Gemini Flash | 93 | $0.75 in / $3.75 out per 1M tokens | |
| Claude Opus | Anthropic | 91 | $4 in / $20 out per 1M tokens |
| Claude Sonnet | Anthropic | 90 | $2 in / $10 out per 1M tokens |
| GPT-5.5 | OpenAI | 90 | $5 in / $30 out per 1M tokens |
| GPT-6.1 Sol | OpenAI | 86 | $2 in / $10 out per 1M tokens |
| DeepSeek Flash | DeepSeek | 86 | $0.075 in / $0.3 out per 1M tokens |
| Muse Spark | Meta | 86 | $1.25 in / $4.25 out per 1M tokens |
| Kimi K3.1 Pro | Moonshot | 86 | $2 in / $10 out per 1M tokens |
| Mistral Large | Mistral AI | 84 | $1.36 in / $4.18 out per 1M tokens |
| GPT-6 Luna | OpenAI | 83 | $0.1 in / $0.5 out per 1M tokens |
| Claude Haiku | Anthropic | 83 | $0.1 in / $0.5 out per 1M tokens |
| DeepSeek V4 Pro | DeepSeek | 82 | $0.66 in / $1.98 out per 1M tokens |
| Grok 4.7 | xAI | 82 | $2 in / $6 out per 1M tokens |