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Step 3.7 Flash vs Claude Sonnet 5.5

At a glance

StepFun's efficient multimodal MoE model for high-throughput analysis and agents.

256K ctx$0.20/$1.15 per M

Anthropic's Sonnet-class model for well-scoped everyday work, a direct upgrade over Claude Sonnet 5.

1M ctx$2.00/$10.00 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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper89%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science95.6%Factual Recall46.5%
Math
Competition Math100.0%
Specs
256K
Context
128K
Max output
May 2026
Released
1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input90%$0.20/M tokens
Output89%$1.15/M tokens
Cache read80%$0.04/M tokens
Live pricing, shown before you run
Input$2.00/M tokens
Output$10.00/M tokens
Cache read$0.20/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Chat with Step 3.7 FlashGo to model
Chat with Claude Sonnet 5.5Go to model
Frequently Asked Questions: Step 3.7 Flash vs Claude Sonnet 5.5▼

Which is better, Step 3.7 Flash or Claude Sonnet 5.5?

▼

Both Step 3.7 Flash and Claude Sonnet 5.5 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, Step 3.7 Flash or Claude Sonnet 5.5?

▼

Step 3.7 Flash has a lower blended cost. Step 3.7 Flash: $0.20 input / $1.15 output. Claude Sonnet 5.5: $2.00 input / $10.00 output.

Which has a larger context window, Step 3.7 Flash or Claude Sonnet 5.5?

▼

Claude Sonnet 5.5 has a larger context window: Step 3.7 Flash supports 256K tokens vs Claude Sonnet 5.5 at 1M tokens.

Do both Step 3.7 Flash and Claude Sonnet 5.5 support vision?

▼

Yes, both Step 3.7 Flash and Claude Sonnet 5.5 support vision/image input.

What are the key differences between Step 3.7 Flash and Claude Sonnet 5.5?

▼

Key differences: Step 3.7 Flash 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 Step 3.7 Flash and Claude Sonnet 5.5 for free on idapt.app to see which performs better for your specific needs.

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