Inkling

thinkingmachines/inkling

Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio

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Context window: 1M
Input: Audio · Image · Text
Output: Text
Released: 2026-07-15

Max output: 1M
Model parameters: 952B
Weights: Open
License: apache-2.0
Capabilities: Attachments, Open weight, Reasoning, Temperature, Tool call

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Performance

Overall capability

43.3/100

Coding: 38.4
Reasoning: 42.7
Professional work: 37.3
Knowledge & language: 47.2


Arena Agent Overall	Professional work	LMArena	2026-11-08
APEX-Agents 1.1	Professional work	Mercor	2026-11-05
MCP AtlasxHigh	Professional work	Scale AI	2026-11-05
ProgramBench	Coding	Vals AI	2026-11-05
Terminal-Bench 4.0 (Vals rerun)	Coding	Vals AI	2026-11-05
FrontierMath v2 Tiers 1–3	Reasoning	Epoch AI	2026-11-05
CritPtInkling (Xhigh)	Reasoning	Artificial Analysis	2026-11-05
Vibe Code Bench 1–100	Coding	Vals AI	2026-11-05

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ModelRegistry · Catalog updated 2026-11-10