Kimi K3.1 ProvsKling 3.0 Pro

Kimi K3.1 Pro leads the overall Podium Score by 5.6 points (94.2 vs 88.6).Category wins: Kimi K3.1 Pro 5 — 2 Kling 3.0 Pro.Kling 3.0 Pro is the cheaper pick ($0.1/M vs $20/M per 1M output tokens). Kimi K3.1 Pro is faster (45 t/s vs 25 t/s).

Open in Compare Tool →View Kimi K3.1 ProView Kling 3.0 Pro
Kimi K3.1 ProDrag slider or hover to compareKling 3.0 Pro
Kling 3.0 Pro
88.6
Coding: 0.0 · Speed: 25 t/s
Output Price: $0.1/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 88.6 for Kling 3.0 Pro). In head-to-head domain evaluations, Kimi K3.1 Pro outperforms in 5 of 7 benchmark categories.

Coding & Engineering
Kimi K3.1 Pro (72.0)
Inference Speed
Kimi K3.1 Pro (45 t/s)
Cost Efficiency
Kling 3.0 Pro ($0.1/M)
API Price / 1M (in · out)
Kimi K3.1 Pro $4/M · $20/M — Kling 3.0 Pro $0.1/M · $0.1/M

Choose Kimi K3.1 Pro for long documents and large codebases, and Kling 3.0 Pro for vision and multimodal apps.

MetricKimi K3.1 ProKling 3.0 Pro
Podium Score94.2 ▲88.6
Arena Elo1490 ▲1420
Intelligence Index68.088.0 ▲
Coding72.0 ▲0.0
Math95.0 ▲0.0
Reasoning98.0 ▲40.0
Agentic82.0 ▲25.0
Knowledge45.060.0 ▲
Multimodal96.098.8 ▲
Long-context100.0 ▲50.0
Output speed45 t/s ▲25 t/s
Output price$20/M$0.1/M ▲
Context window1000K ▲64K
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
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