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Thinking Machines Lab

Inkling Small

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Thinking Machines Lab
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Thinking Machines Lab's smaller, more efficient open-weight multimodal model, with 12B active parameters out of 276B total. 1M-token context with image and audio understanding and configurable thinking effort. Suited to reasoning, coding, agentic workflows, retrieval-augmented generation, instruction following, and multilingual conversation at a fraction of Inkling's cost.

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Inkling Small is somewhat expensive at $0.45/M tokens input and $1.20/M tokens output. Cached input reads are priced at $0.10/M tokens, making repeated context cheaper. The model supports vision/image input, audio input, extended reasoning, a 524K context window.

Best forExpert reasoningLong-context analysisVision tasksCost-effective

Benchmarks

CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02

Category Rankings

Math
#23of 121
Reasoning
#34of 123

Specifications

Vision
Audio
Reasoning
MoE
Architecture
276B
Parameters
12B
Active
524K
Context
256K
Max output

Performance

Providers

Misc

July 30, 2026
Released
Same family
Thinking Machines LabInkling
CompareChat with Inkling Small

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Frequently Asked Questions about Inkling Small▼

When was Inkling Small released?

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Inkling Small was released on July 30, 2026.

Who created Inkling Small?

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Inkling Small was created by Thinking Machines Lab.

How much does Inkling Small cost?

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Inkling Small costs $0.45/M input tokens and $1.20/M output tokens.

What is Inkling Small API pricing?

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The Inkling Small API is priced at $0.45 per million input tokens and $1.20 per million output tokens. You can access Inkling Small through idapt.app alongside 200+ other AI models in one workspace.

Is Inkling Small a reasoning model?

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Yes, Inkling Small is a reasoning model. It can think step-by-step through complex problems before providing an answer, often yielding better results on difficult tasks like math, coding, and multi-step logic.

Does Inkling Small support image or vision input?

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Yes, Inkling Small supports vision/image input. You can share images in your conversation and the model will analyze and respond based on their content.

Does Inkling Small support audio?

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Yes, Inkling Small supports audio input, allowing it to process and respond to voice and audio files.

What is the context window of Inkling Small?

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Inkling Small has a context window of 524K tokens, meaning it can process approximately 393,216 words of context at once.

Is Inkling Small open source?

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Inkling Small is a proprietary model developed by Thinking Machines Lab. The model weights and training data are not publicly available.

What is Inkling Small good at?

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Based on benchmark data, Inkling Small excels at: mathematical problem solving, visual analysis and image understanding. It is Thinking Machines Lab's capable model suitable for a wide range of tasks.

Where can I use Inkling Small?

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You can chat with Inkling Small on idapt.app — no separate API key required. idapt is an AI workspace with 200+ models, agents, computers, and tasks. You can also access Inkling Small through Thinking Machines Lab's own API or platform.

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