Thinking Machines
Best on the Capabilities Index Inkling-Small 150.8
How does Thinking Machines stack up?
Every model on Epoch AI's Capabilities Index by release date, with Thinking Machines's in color.
Source: Epoch Capabilities Index, Epoch AI (CC BY 4.0)
Thinking Machines's best models
Inkling-Small
Open weights
150.8
#67 of 256
Epoch Capabilities Index
Self-Reported Index 149.8 #97 of 404
- MMMU-Pro 74% #43 /90
- IFBench 82.2% #3 /80
- SciCode 48.7% #12 /49
Inkling
Open weights
148.4
#76 of 256
Epoch Capabilities Index
Self-Reported Index 150.1 #91 of 404
- MMMU-Pro 73.5% #47 /90
- IFBench 79.8% #9 /80
- Terminal-Bench 4.0 0% #40 /40
What benchmarks does Thinking Machines mention most?
Here are the 26 benchmarks Thinking Machines mentions most in its launch posts.
Audio MC VoiceBench Humanity's Last Exam GPQA Diamond SWE-bench Verified MCP Atlas τ³-bench Banking BrowseComp MMMU-Pro CharXiv FORTRESS StrongREJECT AIME 2026 SWE-Bench Pro Terminal-Bench 2.1 GDPval-AA v2 Toolathlon-Verified SimpleQA Verified AA-Omniscience IFBench Global MMLU Lite 3.0 MMAU DesignArena Website ForecastBench Prophet Arena HMMT 2026
Source: Labs’ launch posts, read by Benchmark Almanac
Source: Labs’ system cards and technical reports, read by Benchmark Almanac
Audio MC VoiceBench Humanity's Last Exam GPQA Diamond SWE-bench Verified MCP Atlas τ³-bench Banking BrowseComp MMMU-Pro CharXiv FORTRESS StrongREJECT AIME 2026 SWE-Bench Pro Terminal-Bench 2.1 GDPval-AA v2 Toolathlon-Verified SimpleQA Verified AA-Omniscience IFBench Global MMLU Lite 3.0 MMAU DesignArena Website ForecastBench Prophet Arena HMMT 2026 Artificial Analysis Intelligence Index v4.1 SciCode
Source: Labs’ launch posts, system cards and technical reports, read by Benchmark Almanac
Model cards
| Date | Model | Document | Benchmarks |
|---|---|---|---|
| Nov 5, 2026 | | Introducing Inkling 2 Small (Thinking Machines) | 72 |
| Jul 30, 2026 | | Inkling-Small (Thinking Machines news) | 31 |
| Jul 15, 2026 | | Introducing Inkling (Thinking Machines news) | 25 |
| May 11, 2026 | | Interaction Models | 14 |
Every Thinking Machines model
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Inkling 2 Small Nov 2026
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Inkling Jul 2026
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Inkling-Small Jul 2026
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TML-Interaction-Small May 2026