readable AI benchmarks (simplified)

readable AI benchmarks

OpenAI

GPT-6.1 Sol (Max)

reasoning · closed weights · Sep 29, 2026

GPT-6.1 Sol (Max) has a Quality Score of 75.3, ranking 10th among 566 scored models. Per 1M tokens, pricing is $2.00 input, $10.00 output, $0.100 cached input, and $2.50 cache write. It accepts text, image, and pdf input, outputs text, and has a 1M token context window. Its Reliability Score is 70.8, ranking 11th among 569 scored models, above average (total average: 36.3). Its Value Score is 50.2, high compared with the total Value average of 31.3.

Quality Score75.3coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score50.2
Factual reliability70.8
Cache Discount95%

Model specification

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

Token prices USD per 1M tokens

Input
$2.00
Output
$10.00
Cached Input
$0.100
Cache write
$2.50
Cost per task
$0.724

Capability

Intelligence
51.8
Coding
not available
Agentic
not available
Omniscience
41.5
Correct
62.1%
Blended price
$1.47

Answer outcomes

Fully graded outcomes (Correct + Incorrect): 82.7%

Correct 62.1%Incorrect 20.6%Partial / not attempted 17.3%

Artificial Analysis benchmarks

GDPval-AA v2
54%
SciCode
54%
Humanity’s Last Exam
53%
CritPt
32%
AA-Omniscience
71%
AA-LCR
83%

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