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Gemini 3.8 Flash vs Step 5 Preview

At a glance

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$0.75/$3.75 per M

StepFun's flagship agentic model, a 600B-parameter MoE with 27B active.

1M ctx$1.00/$2.70 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
Reasoning & Knowledge
Graduate Science95.4%Factual Recall69.7%
Math
Competition Math98.9%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper5%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Specs
1.0M
Context
66K
Max output
Sep 2026
Released
1M
Context
64K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input25%$0.75/M tokens
Output$3.75/M tokens
Reasoning$3.75/M tokens
Cache read$0.07/M tokens
Cache write$0.04/M tokens
Image input$0.75/M tokens
Audio input$0.75/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input$1.00/M tokens
Output28%$2.70/M tokens
Cache read33%$0.05/M tokens
Chat with Gemini 3.8 FlashGo to model
Chat with Step 5 PreviewGo to model
Frequently Asked Questions: Gemini 3.8 Flash vs Step 5 Preview▼

Which is better, Gemini 3.8 Flash or Step 5 Preview?

▼

Both Gemini 3.8 Flash and Step 5 Preview 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, Gemini 3.8 Flash or Step 5 Preview?

▼

Step 5 Preview has a lower blended cost. Gemini 3.8 Flash: $0.75 input / $3.75 output. Step 5 Preview: $1.00 input / $2.70 output.

Which has a larger context window, Gemini 3.8 Flash or Step 5 Preview?

▼

Gemini 3.8 Flash has a larger context window: Gemini 3.8 Flash supports 1M tokens vs Step 5 Preview at 1M tokens.

Do both Gemini 3.8 Flash and Step 5 Preview support vision?

▼

Yes, both Gemini 3.8 Flash and Step 5 Preview support vision/image input.

What are the key differences between Gemini 3.8 Flash and Step 5 Preview?

▼

Gemini 3.8 Flash and Step 5 Preview 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 Gemini 3.8 Flash and Step 5 Preview for free on idapt.app to see which performs better for your specific needs.

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