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Thinking Machines · released 2026-07-30

Inkling Small

Measured on 136 benchmarks.

12.9

#48 of 63 models

Strengths

  • Inkling Small
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%4.8%#48 of 63
  2. Terminal-Bench v4-AA10%1.0%#45 of 63
  3. AA-Briefcase v1.115%912#49 of 63
  4. AutomationBench-AA5%4.8%#54 of 63
  5. Terminal-Bench-Science-AA15%0.0%#45 of 63
  6. HLE-Diamond10%12.1%#43 of 63
  7. CritPt v2 Hard Subset10%18.5%#42 of 63
  8. AA-Omniscience v1.1 Accuracy10%31.8%#37 of 63
  9. AA-Omniscience v1.1 Non-hallucination5%39.5%#44 of 63
  10. GDP.pdf5%11.2%#42 of 63

Bars show where Inkling Small sits among the 63 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 63 ranked models

Cost per task

#20 cheapest of 44

$0.16

Time per task

#3 quickest of 43

3.7 min

Output speed

#9 fastest of 54

166 tok/s

Time to first token

#8 quickest of 54

1.5s

Output tokens per task

#6 fewest of 47

37k

Token price

$0.072 per 1M tokens at API prices$0.058 on Command Code GOAT

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

This ranking’s benchmarks

10 of 10 measured

agentic

AutomationBench-AA

241 results
  1. #184default of 2414.8%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

247 results
  1. #156default of 247912

Leader: Sonnet 5.5 · 1813

reasoning

CritPt v2 Hard Subset

111 results
  1. #80default of 11118.5%

Leader: GPT-6 Astra · 72.0%

coding

FrontierCode 2.0-AA

108 results
  1. #90default of 1084.8%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

240 results
  1. #137default of 24011.2%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

145 results
  1. #94default of 14512.1%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

117 results
  1. #78default of 11731.8%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

117 results
  1. #71default of 11739.5%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

120 results
  1. #99default of 1200.0%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

238 results
  1. #143default of 2381.0%

Leader: Kimi K3.1 · 67.2%

All 136 benchmarks

show 126 more