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Inkling Small vs Muse Spark Open

At a glance

Thinking Machines Lab's smaller, more efficient open-weight multimodal model, with 12B active parameters out of 276B total.

524K ctx$0.45/$1.20 per M

Meta's strongest open-weight model, trained specifically for agentic coding workflows.

1.0M ctx$1.25/$4.25 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper68%
Reasoning & Knowledge
Graduate Science88.5%Factual Recall19.1%
Math
Competition Math90.0%
Agentic
Novel Reasoning40.1%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Agentic
Novel Reasoning—
Specs
524K
Context
256K
Max output
Jul 2026
Released
1.0M
Context
256K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input64%$0.45/M tokens
Output72%$1.20/M tokens
Cache read33%$0.10/M tokens
Live pricing, shown before you run
Input$1.25/M tokens
Output$4.25/M tokens
Cache read$0.15/M tokens
Chat with Inkling SmallGo to model
Chat with Muse Spark OpenGo to model
Frequently Asked Questions: Inkling Small vs Muse Spark Open▼

Which is better, Inkling Small or Muse Spark Open?

▼

Both Inkling Small and Muse Spark Open are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Inkling Small or Muse Spark Open?

▼

Inkling Small has a lower blended cost. Inkling Small: $0.45 input / $1.20 output. Muse Spark Open: $1.25 input / $4.25 output.

Which has a larger context window, Inkling Small or Muse Spark Open?

▼

Muse Spark Open has a larger context window: Inkling Small supports 524K tokens vs Muse Spark Open at 1M tokens.

Do both Inkling Small and Muse Spark Open support vision?

▼

Yes, both Inkling Small and Muse Spark Open support vision/image input.

What are the key differences between Inkling Small and Muse Spark Open?

▼

Key differences: Inkling Small is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Inkling Small and Muse Spark Open for free on idapt.app to see which performs better for your specific needs.

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