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Thinking Machines

Inkling (Xhigh)

ReasoningOpen weightsModels.dev
Intelligence
25.0
Rank 174 of 744 measured models
Coding
52.1
Rank 115 of 298 measured models
Output speed
180 t/s
Rank 48 of 403 measured models
Price/1M
$1.76
Rank 455 of 659 measured models
Context window
1M
Rank 84 of 1199 measured models

Inkling (Xhigh) scores 25.0 on the Artificial Analysis Intelligence Index, ranking 174th of 744 measured models. The closest models on this index are MiMo-V2-Omni-0327 (25.1), GPT-5 Codex (High) (24.9), and Grok 4.3 (24.9). At $1.76 per million tokens (3:1 input/output blended price), it is cheaper than GPT-5 Codex (High) ($3.44), more expensive than Grok 4.3 ($1.56). With an output speed of 180 t/s, it is faster than GPT-5 Codex (High) (166 t/s) and Grok 4.3 (94.6 t/s).

Artificial Analysis Indices
Intelligence25.0
Rank 174 of 744 measured models
Coding52.1
Rank 115 of 298 measured models
Agentic22.5
Rank 91 of 189 measured models
Capability indexes
Performance in specific industries, measured by Artificial Analysis
Finance & Accounting29.5
Rank 115 of 218 measured models
Strategy & Ops23.2
Rank 134 of 218 measured models
Legal31.4
Rank 115 of 218 measured models
Healthcare & Medical25.4
Rank 62 of 82 measured models
Engineering27.7
Rank 125 of 217 measured models
Economics38.5
Rank 113 of 225 measured models
Standard Benchmarks
GPQA Diamond87.2%
Rank 106 of 619 measured models
HLE31.9%
Rank 144 of 664 measured models
SciCode47.0%
Rank 132 of 231 measured models
AA-LCR77.3%
Rank 130 of 575 measured models
Terminal-Bench 2.155.1%
Rank 114 of 244 measured models
Terminal-Bench v41.0%
Rank 124 of 218 measured models
τ-Bench Banking29.1%
Rank 73 of 211 measured models
Additional benchmarks9
Design Arena · 3d40.1%
Design Arena · Asciiart33.9%
Design Arena · Codecategories42.2%
Design Arena · Dataviz37.9%
Design Arena · Gamedev37.9%
Design Arena · Svg35.0%
Design Arena · Uicomponent40.2%
Design Arena · Webapps48.6%
Design Arena · Website44.6%
Models at a similar level
The closest models on the Intelligence Index, one configuration per family.

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