TThinking Machines

Thinking Machines: Inkling (free)

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,...

ReasoningTool callingVisionAudioStreaming
1.05M token context Released Jul 17, 2026

Intelligence overview

0
Intelligence
0
Coding
0
Agentic

1.05M tok

Context window

262.1K tok

Max output

Capabilities

What Thinking Machines: Inkling (free) can do.

Reasoning

Extended reasoning

Works through problems step by step before answering, trading latency for accuracy on harder tasks.

Adjustable effort

Choose how much the model deliberates per request — trade speed for depth as the task demands.

Multimodal

Image understanding

Reads and reasons over images alongside text in the same prompt.

Audio

Accepts or produces audio as part of the conversation.

Development

Tool calling

Calls external functions mid-response, then continues reasoning from the result.

Streaming

Streams tokens as they're generated instead of waiting on the full response.

Performance

Intelligence25.5
Artificial Analysis
Coding52.1
Artificial Analysis
Agentic24.3
Artificial Analysis

Design Arena — ranked #47 across 8 categories

Pricing

Pay for what you use.

Every model in UltraGPT runs behind one flat subscription — this is the underlying per-token cost the catalog tracks.

INPUT

Free

OUTPUT

Free

Use cases

Built for serious work.

Build

Generate and refactor code, with the ability to run and verify tool calls.

Think

Works through hard problems with adjustable reasoning effort — max, high, medium, low, minimal, none.

Research

Holds up to 1.05M tokens of source material in context without losing the thread.

Create

Reads images alongside a prompt to ground creative and design work in what's actually on screen.

Automate

Chains tool calls across multi-step workflows, reasoning between each one.

Preview

Ask Thinking Machines: Inkling (free) anything.

A preview of the real UltraGPT composer — the model you see here is the model you get.

TThinking Machines: Inkling (free) Ready

Continues in the UltraGPT app — one login, every model.

Comparison

How Thinking Machines: Inkling (free) stacks up.

The closest models in the catalog by provider, capability and score — real entries, pulled from the same directory.

Specification

Technical details.

Specification

Context window
1.05M tokens
Max output
262.1K tokens
Input modalities
Text + Image + Audio
Output modalities
Text
Release date
Jul 17, 2026
Reasoning effort
max, high, medium, low, minimal, none
Streaming
Supported
Tool calling
Supported
JSON mode
Not supported

Model identity

Provider ID
thinkingmachines

Model ID

Reasoning

Effort: max, high, medium, low, minimal, none
Directory

More from Thinking Machines, and everything else.

This model is one entry in the full UltraGPT catalog — browse the rest, compare pricing and context windows, or filter by capability.

Thinking Machines: Inkling (free), one subscription away.

UltraGPT puts this model — and every other one in the directory — behind a single login and one flat monthly price.