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Inkling Small vs Gemini 3.8 Flash

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

Google's most intelligent Flash model, with significant gains over 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.

1.0M ctx$0.83/$4.13 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
Cheaper61%
Reasoning & Knowledge
Graduate Science88.5%Factual Recall19.1%
Math
Competition Math90.0%
Agentic
Novel Reasoning40.1%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science8%95.4%Factual Recall265%69.7%
Math
Competition Math10%98.9%
Agentic
Novel Reasoning—
Specs
524K
Context
256K
Max output
Jul 2026
Released
1.0M
Context
66K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input45%$0.45/M tokens
Output71%$1.20/M tokens
Cache read$0.10/M tokens
Live pricing, shown before you run
Input$0.83/M tokens
Output$4.13/M tokens
Reasoning$4.13/M tokens
Cache read17%$0.08/M tokens
Cache write$0.04/M tokens
Image input$0.83/M tokens
Audio input$0.83/M tokens
Web search$0.01/search
Chat with Inkling SmallGo to model
Chat with Gemini 3.8 FlashGo to model
Frequently Asked Questions: Inkling Small vs Gemini 3.8 Flash▼

Which is better, Inkling Small or Gemini 3.8 Flash?

▼

Both Inkling Small and Gemini 3.8 Flash 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 Gemini 3.8 Flash?

▼

Inkling Small has a lower blended cost. Inkling Small: $0.45 input / $1.20 output. Gemini 3.8 Flash: $0.83 input / $4.13 output.

Which has a larger context window, Inkling Small or Gemini 3.8 Flash?

▼

Gemini 3.8 Flash has a larger context window: Inkling Small supports 524K tokens vs Gemini 3.8 Flash at 1M tokens.

Do both Inkling Small and Gemini 3.8 Flash support vision?

▼

Yes, both Inkling Small and Gemini 3.8 Flash support vision/image input.

What are the key differences between Inkling Small and Gemini 3.8 Flash?

▼

Inkling Small and Gemini 3.8 Flash have similar overall capabilities. The main differences lie in pricing, context window size, and provider-specific strengths. Use this comparison page to review all metrics side by side.

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 Gemini 3.8 Flash for free on idapt.app to see which performs better for your specific needs.

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