readable AI benchmarks (simplified)

readable AI benchmarks

Kimi

Kimi K3.1 Pro

reasoning · closed weights · Oct 23, 2026

Kimi K3.1 Pro has a Quality Score of 74.8, ranking 13th among 398 scored models. Per 1M tokens, pricing is $2.00 input, $10.00 output, and $0.200 cached input. It accepts text, image, and video input, outputs text, and has a 1M token context window. Its Reliability Score is 64.8, ranking 32nd among 399 scored models, above average (total average: 37.9). Its Value Score is 49.6, high compared with the total Value average of 33.2.

Quality Score74.8coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score49.6
Factual reliability64.8
Cache Discount90%

Model specification

Reasoning
reasoning
Input modalities
text, image, video
Output modalities
text
Context window
1M tokens
Weights
closed weights

Token prices USD per 1M tokens

Input
$2.00
Output
$10.00
Cached Input
$0.200
Cache write
not available
Cost per task
$2.11

Capability

Intelligence
55.1
Coding
not available
Agentic
not available
Omniscience
29.5
Correct
51.0%
Blended price
$1.54

Answer outcomes

Fully graded outcomes (Correct + Incorrect): 72.5%

Correct 51.0%Incorrect 21.5%Partial / not attempted 27.5%

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