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Mobile apps (agent): the best AI models in October 2026
As of Oct 09, 2026, Claude Opus 5 leads the “Mobile apps (agent)” ranking, ahead of Claude Opus 5.5 and Claude Fable 5.1.
Best model with open weights: Kimi K3 (1,263).
Open in the interactive comparisonMobile apps (agent) ranking
Elo rating from head-to-head user votes on generated results. Not comparable with index points.
| Rank | Model | Licence | Elo | Input / output per 1M |
|---|---|---|---|---|
| 1 | Claude Opus 5Anthropic | Proprietary | 1,348 | $5.00 / $25.00 |
| 2 | Claude Opus 5.5Anthropic | Proprietary | 1,328 | $4.00 / $20.00 |
| 3 | Claude Fable 5.1Anthropic | Proprietary | 1,265 | $10.00 / $50.00 |
| 4 | Kimi K3Moonshot AI | Open | 1,263 | $0.82 / $13.50 |
| 5 | Claude Fable 5Anthropic | Proprietary | 1,259 | $10.00 / $50.00 |
| 6 | Gemini 3.8 FlashGoogle | Proprietary | 1,233 | $0.75 / $3.75 |
| 7 | Grok 4.6xAI | Proprietary | 1,233 | $2.00 / $6.00 |
| 8 | Gemini 3.7 FlashGoogle | Proprietary | 1,227 | $0.75 / $3.75 |
| 9 | Claude Opus 4.8Anthropic | Proprietary | 1,220 | $5.00 / $25.00 |
| 10 | Muse Spark 1.3Meta | Proprietary | 1,219 | $1.25 / $4.25 |
| 11 | Grok 4.5xAI | Proprietary | 1,216 | $2.00 / $6.00 |
| 12 | Claude Sonnet 5Anthropic | Proprietary | 1,211 | $2.00 / $10.00 |
| 13 | Claude Sonnet 4.6Anthropic | Proprietary | 1,209 | $3.00 / $15.00 |
| 14 | Claude Opus 4.6Anthropic | Proprietary | 1,204 | $5.00 / $25.00 |
| 15 | Gemini 3.6 FlashGoogle | Proprietary | 1,195 | $0.75 / $3.75 |