Kimi K3.1 ProvsSimba 3.2

Kimi K3.1 Pro leads the overall Podium Score by 6.4 points (94.2 vs 87.8).Category wins: Kimi K3.1 Pro 6 — 1 Simba 3.2.Simba 3.2 is the cheaper pick ($10/M vs $20/M per 1M output tokens). Simba 3.2 is faster (62 t/s vs 45 t/s).

Open in Compare Tool →View Kimi K3.1 ProView Simba 3.2
Kimi K3.1 ProDrag slider or hover to compareSimba 3.2
Simba 3.2
87.8
Coding: 62.0 · Speed: 62 t/s
Output Price: $10/M
Kimi K3.1 Pro
94.2
Coding: 72.0 · Speed: 45 t/s
Output Price: $20/M
Quick VerdictAggregated 2026 Benchmark Analysis

Kimi K3.1 Pro is rated higher overall with a Podium Score of 94.2 (vs 87.8 for Simba 3.2). In head-to-head domain evaluations, Kimi K3.1 Pro outperforms in 6 of 7 benchmark categories.

Coding & Engineering
Kimi K3.1 Pro (72.0)
Inference Speed
Simba 3.2 (62 t/s)
Cost Efficiency
Simba 3.2 ($10/M)
API Price / 1M (in · out)
Kimi K3.1 Pro $4/M · $20/M — Simba 3.2 $2/M · $10/M

Choose Kimi K3.1 Pro for long documents and large codebases, and Simba 3.2 for knowledge and factual QA.

MetricKimi K3.1 ProSimba 3.2
Podium Score94.2 ▲87.8
Arena Elo1490 ▲1400
Intelligence Index68.0 ▲62.0
Coding72.0 ▲62.0
Math95.0 ▲84.0
Reasoning98.0 ▲88.0
Agentic82.0 ▲70.0
Knowledge45.050.0 ▲
Multimodal96.0 ▲55.0
Long-context100.0 ▲75.0
Output speed45 t/s62 t/s ▲
Output price$20/M$10/M ▲
Context window1000K ▲262K
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
0 / 4
Compare Now →