Kimi K3.1 ProvsClaude Fable 5.1 (High)
Kimi K3.1 Pro leads the overall Podium Score by 7.7 points (94.2 vs 86.5).Category wins: Kimi K3.1 Pro 2 — 1 Claude Fable 5.1 (High).Claude Fable 5.1 (High) is the cheaper pick ($15/M vs $20/M per 1M output tokens). Claude Fable 5.1 (High) is faster (92 t/s vs 45 t/s).
Kimi K3.1 ProDrag slider or hover to compareClaude Fable 5.1 (High)
Quick VerdictAggregated 2026 Benchmark Analysis
Kimi K3.1 Pro is rated higher overall with a Podium Score of 94.2 (vs 86.5 for Claude Fable 5.1 (High)). In head-to-head domain evaluations, Kimi K3.1 Pro outperforms in 2 of 7 benchmark categories.
Coding & Engineering
Claude Fable 5.1 (High) (88.0)
Inference Speed
Claude Fable 5.1 (High) (92 t/s)
Cost Efficiency
Claude Fable 5.1 (High) ($15/M)
API Price / 1M (in · out)
Kimi K3.1 Pro $4/M · $20/M — Claude Fable 5.1 (High) $3/M · $15/M
Choose Kimi K3.1 Pro for complex reasoning and analysis, and Claude Fable 5.1 (High) for coding and software engineering.
| Metric | Kimi K3.1 Pro | Claude Fable 5.1 (High) |
|---|---|---|
| Podium Score | 94.2 ▲ | 86.5 |
| Arena Elo | 1490 | — |
| Intelligence Index | 68.0 | — |
| Coding | 72.0 | 88.0 ▲ |
| Math | 95.0 | — |
| Reasoning | 98.0 ▲ | 85.0 |
| Agentic | 82.0 | — |
| Knowledge | 45.0 | 45.0 |
| Multimodal | 96.0 ▲ | 30.0 |
| Long-context | 100.0 | — |
| Output speed | 45 t/s | 92 t/s ▲ |
| Output price | $20/M | $15/M ▲ |
| Context window | 1000K ▲ | 500K |
Scores aggregated from five independent leaderboards. See Methodology. More head-to-heads: Kimi K3.1 Pro vs Claude Mythos · Kimi K3.1 Pro vs Claude 5.5 Sonnet · Kimi K3.1 Pro vs Eleven Multilingual v3 · Kimi K3.1 Pro vs FLUX.2 Pro