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Kimi K3.1 Pro

Open weights Moonshot AI 2026-10-23 1M context

Terminal-Bench 4.0's overall leader with released weights — at the cost of 28 tok/s

Intelligence v5
46.0
Leaderboard rank
#10
Input / output
$2.00/$10.00
Blended 3:1
$4.00
Output speed
28 tok/s
Value
12 pts/$
Capability profile Normalised to the field maximum
Specifications
Vendor
Moonshot AI
Released
2026-10-23
Weights
Open (Kimi K3 License)
Context
1,000,000 tokens
Max output
Undisclosed
Parameters
2800B total / 104B active
Input price
$2.00 / 1M
Output price
$10.00 / 1M
Cache hit
$0.20 / 1M
Output speed
28 tok/s
Intelligence
46.0(v5)

Benchmark scores

How it is measured →

Ranked 10 · bars are scaled to the field maximum for that benchmark.

BenchmarksScoreVs. best in fieldGap
AA Intelligence Index v5 Intelligence index 46.077% −14.0 pts
AA Intelligence Index v4.3.2 Intelligence index (legacy) 55.196% −2.5 pts
GPQA Diamond——not indexed
Terminal-Bench 4.0 Terminal-agent tasks 67.2100%
LiveBench Design Document generation (DOCX/PPT/PDF) 77.890% −9.1 pts
Vals Index——not indexed

Assessment

A post-trained version of Kimi K3 with the same parameter count (2.8T total / 104B active) and 1M context, priced a third below K3. It tops Terminal-Bench 4.0 at 67.2%; the full weights were released for download on 11-04 as promised, lifting the open-weights v5 ceiling from 32 to 46 and reshuffling the open leaderboard. A Highspeed variant (2-3x faster, $4/$20) also exists. Output speed of 28 tok/s remains the slowest among leading models, so long generations take noticeably longer.

At the same price

The four models closest on blended price, side by side.

Modelv5Blendedtok/sScore gap
Claude Sonnet 5.5Anthropic 54.5 $4.00 135 +8.5
GPT-6.1 SolOpenAI 54.6 $4.00 77 +8.6
Gemini 4 ArgonGoogle 50.4 $4.00 80 +4.4
Grok 4.7xAI 34.3 $3.00 105 -11.7

Compare side by side

Line it up against other models on price, speed and every benchmark.

The comparison tool lines up to 4 models side by side with switchable normalisation — built for purchasing decisions.

Open the comparison tool → Back to leaderboard

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