Inkling

by Thinking Machines Intelligent Coding Reasoning Agentic Open Weight Multimodal Image Input Long Context

Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems, retrieval-augmented generation, instruction following, and multilingual conversational applications. Its native image and audio understanding supports multimodal analysis alongside text.

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Specifications

Specifications for Inkling
LabThinking Machines
Context window524.3K tokens
Input price $1.00/1M
Output price $4.05/1M
ReleaseJul 2026

Strengths

  • Supports text and image input with text output
  • Million-token context window for very long tasks
  • Tool-use support for agentic workflows

Weaknesses

  • Newer listing with limited independent benchmark coverage
  • Multimodal performance may vary by provider endpoint

Best for

  • Agentic workflows and tool-using applications
  • Multimodal document and screenshot analysis
  • Long-context document and codebase processing

In Depth: Inkling

Summary

Inkling is an AI model from Thinking Machines.

Released in Jul 2026. It takes text, image, and audio input and produces text output, with a context window of 524.3K tokens. Input pricing is $1.00 per 1M tokens and output is $4.05 per 1M tokens on OpenRouter.

Sources & Further Reading

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