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Inkling

Thinking Machines Lab · 2026-07-15 · 952.4B parameters

Inkling is Thinking Machines Lab's first open-weight foundation model, a 66-layer multimodal Mixture-of-Experts transformer described as 975 billion total parameters and 41 billion active parameters. It accepts text, image, and audio inputs, supports controllable reasoning effort and a 1,048,576-token context window, and was pretrained from scratch on 45 trillion multimodal tokens.

Benchmark scores

BenchmarkScore
A-Fantasia64.7
A-Fantasia Backwards Spelling62.0
A-Fantasia Chess54.0
A-Fantasia Cube Rotation78.0
AA-LCR63.3
AA-Omniscience Index2.0
AIME 202697.1
Antidote: Everyday Edition987
ARC-AGI-179.5
ARC-AGI-236.5
Arena Code WebDev — Brand & Marketing1465
Arena Code WebDev — Consumer Product1426
Arena Code WebDev — Content Creation Tools1383
Arena Code WebDev — Data & Analytics1402
Arena Code WebDev — Gaming1380
Arena Code WebDev — HTML1380
Arena Code WebDev — React1404
Arena Code WebDev — Reference-Based Design1399
Arena Code WebDev — Simulations1378
Arena Text — Business, Management & Financial Ops (No Style Control)1443
Arena Text — Chinese (No Style Control)1496
Arena Text — Creative Writing (No Style Control)1391
Arena Text — English (No Style Control)1439
Arena Text — Entertainment, Sports & Media (No Style Control)1391
Arena Text — Exclude Ties (No Style Control)1433
Arena Text — Exclude Ties (Style Controlled)1437
Arena Text — Expert (No Style Control)1469
Arena Text — French (No Style Control)1470
Arena Text — French (Style Controlled)1472
Arena Text — German (No Style Control)1436
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