readable AI benchmarks

Thinking Machines

Inkling (xhigh)

reasoning · open weights · Jul 15, 2026

Quality Score52.8
Value Score38.8
Reliability51.0
Cache Discount83%

Model specification

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

Token prices USD per 1M tokens

Input
$1.00
Output
$4.05
Cached Input
$0.170
Cached Output
not available
Cost per task
$0.339

Capability

Intelligence
42.3
Coding
52.1
Agentic
34.1
Omniscience
2.0
Correct
41.5%
Blended price
$0.724

Answer outcomes

Correct 41.5%Incorrect 39.5%Abstained 18.9%

Artificial Analysis benchmarks

GDPval-AA v2
37%
τ³-Banking
29%
Terminal-Bench v2.1
55%
SciCode
46%
Humanity’s Last Exam
32%
GPQA Diamond
87%
CritPt
5%
AA-Omniscience
51%
AA-LCR
73%

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