readable AI benchmarks (simplified)

readable AI benchmarks

Thinking Machines

Inkling Small

reasoning · open weights · Jul 30, 2026

Inkling Small has a Quality Score of 42.5, ranking 167th among 571 scored models. Per 1M tokens, pricing is $0.300 input, $1.20 output, and $0.060 cached input. It accepts text, image, and audio input, outputs text, and has a 1M token context window. Its Reliability Score is 45.5, ranking 174th among 573 scored models, above average (total average: 36.5). Its Value Score is 35.4, around average compared with the total Value average of 31.4.

Quality Score42.5coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score35.4
Factual reliability45.5
Cache Discount80%

Model specification

Reasoning
reasoning
Input modalities
text, image, audio
Output modalities
text
Context window
1M tokens
Weights
open weights

Token prices USD per 1M tokens

Input
$0.300
Output
$1.20
Cached Input
$0.060
Cache write
not available
Cost per task
$0.089

Capability

Intelligence
25.7
Coding
not available
Agentic
not available
Omniscience
-8.9
Correct
33.2%
Blended price
$0.222

Answer outcomes

Fully graded outcomes (Correct + Incorrect): 75.3%

Correct 33.2%Incorrect 42.1%Partial / not attempted 24.7%

Artificial Analysis benchmarks

GDPval-AA v2
31%
τ³-Banking
19%
SciCode
50%
Humanity’s Last Exam
33%
GPQA Diamond
89%
CritPt
8%
AA-Omniscience
46%
AA-LCR
76%

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