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TM

Thinking Machines · Active

Inkling 2 Small

ling family · launched 2026-07-15

MultimodalReasoningToolsOpen weights

AITopic score61.6#54 overall

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

Evidence coverage90%4 evaluations · 1 institutions

Context / maximum output1M / 1Mtokens

Cache / input / output$0.18 · $1.06 · $4.28USD per million tokens

Value / freshness54.6 / 76relative value · release freshness

Product profile

What this model supports

Inputtext, image, audio

Outputtext

Knowledge cutoffNot disclosed

WeightsOpen weights

Capability profile

Strengths by domain

Coding60.01 public results

Research & reasoning61.21 public results

Professional work67.31 public results

Knowledge & instruction60.91 public results

Behind the score

Every result has a source

Raw results and standardized readings are shown together. Missing tests add neither points nor penalties.

Coding1 results

AIHOT · CodingAIHOT60.00 scoreReading 60.0

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Research & reasoning1 results

AIHOT · ResearchAIHOT61.20 scoreReading 61.2

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Professional work1 results

AIHOT · ProfessionalAIHOT67.30 scoreReading 67.3

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Knowledge & instruction1 results

AIHOT · KnowledgeAIHOT60.90 scoreReading 60.9

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Human preference & indices2 results

AIHOT aggregate leaderboardAIHOT62.00 scoreReading 62.0

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

AA IndexArtificial Analysis62.00 indexReading 49.2

Imported from Artificial Analysis. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence