Kimi K3.1 ProvsNVIDIA Nemotron 3.5 Super-VL

Kimi K3.1 Pro leads the overall Podium Score by 6.4 points (94.2 vs 87.8).Category wins: Kimi K3.1 Pro 4 — 2 NVIDIA Nemotron 3.5 Super-VL.NVIDIA Nemotron 3.5 Super-VL is the cheaper pick ($1.2/M vs $20/M per 1M output tokens). NVIDIA Nemotron 3.5 Super-VL is faster (110 t/s vs 45 t/s).

Open in Compare Tool →View Kimi K3.1 ProView NVIDIA Nemotron 3.5 Super-VL
Kimi K3.1 ProDrag slider or hover to compareNVIDIA Nemotron 3.5 Super-VL
NVIDIA Nemotron 3.5 Super-VL
87.8
Coding: 83.0 · Speed: 110 t/s
Output Price: $1.2/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 NVIDIA Nemotron 3.5 Super-VL). In head-to-head domain evaluations, Kimi K3.1 Pro outperforms in 4 of 7 benchmark categories.

Coding & Engineering
NVIDIA Nemotron 3.5 Super-VL (83.0)
Inference Speed
NVIDIA Nemotron 3.5 Super-VL (110 t/s)
Cost Efficiency
NVIDIA Nemotron 3.5 Super-VL ($1.2/M)
API Price / 1M (in · out)
Kimi K3.1 Pro $4/M · $20/M — NVIDIA Nemotron 3.5 Super-VL $0.35/M · $1.2/M

Choose Kimi K3.1 Pro for long documents and large codebases, and NVIDIA Nemotron 3.5 Super-VL for knowledge and factual QA.

MetricKimi K3.1 ProNVIDIA Nemotron 3.5 Super-VL
Podium Score94.2 ▲87.8
Arena Elo1490 ▲1418
Intelligence Index68.088.0 ▲
Coding72.083.0 ▲
Math95.0 ▲84.0
Reasoning98.0 ▲86.0
Agentic82.0 ▲81.0
Knowledge45.085.0 ▲
Multimodal96.096.0
Long-context100.0 ▲91.0
Output speed45 t/s110 t/s ▲
Output price$20/M$1.2/M ▲
Context window1000K ▲512K
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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