readable AI benchmarks (simplified)

readable AI benchmarks

Anthropic

Claude Sonnet 4.6 (Non-reasoning, High Effort)

non-reasoning · closed weights · Feb 17, 2026

Claude Sonnet 4.6 (Non-reasoning, High Effort) has a Quality Score of 43.1, ranking 143rd among 551 scored models. Per 1M tokens, pricing is $3.00 input, $15.00 output, $0.300 cached input, and $3.75 cache write. It accepts text, image, and pdf input, outputs text, and has a 1M token context window. Its Reliability Score is 48.2, ranking 131st among 553 scored models, above average (total average: 35.6). Its Value Score is 27.3, around average compared with the total Value average of 30.7.

Quality Score43.1coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score27.3
Factual reliability48.2
Cache Discount90%

Model specification

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

Token prices USD per 1M tokens

Input
$3.00
Output
$15.00
Cached Input
$0.300
Cache write
$3.75
Cost per task
not available

Capability

Intelligence
24.7
Coding
not available
Agentic
not available
Omniscience
-3.5
Correct
38.6%
Blended price
$2.31

Answer outcomes

Fully graded outcomes (Correct + Incorrect): 80.7%

Correct 38.6%Incorrect 42.1%Partial / not attempted 19.4%

Artificial Analysis benchmarks

Humanity’s Last Exam
13%
GPQA Diamond
80%
CritPt
1%
AA-Omniscience
48%
AA-LCR
68%

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