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Claude Sonnet 5.5 vs Step 5 Preview

At a glance

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

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 Science95.6%Factual Recall46.5%
Math
Competition Math100.0%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper64%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Specs
1M
Context
128K
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
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
Live pricing, shown before you run
Input50%$1.00/M tokens
Output73%$2.70/M tokens
Cache read75%$0.05/M tokens
Chat with Claude Sonnet 5.5Go to model
Chat with Step 5 PreviewGo to model
Frequently Asked Questions: Claude Sonnet 5.5 vs Step 5 Preview▼

Which is better, Claude Sonnet 5.5 or Step 5 Preview?

▼

Both Claude Sonnet 5.5 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, Claude Sonnet 5.5 or Step 5 Preview?

▼

Step 5 Preview has a lower blended cost. Claude Sonnet 5.5: $2.00 input / $10.00 output. Step 5 Preview: $1.00 input / $2.70 output.

Which has a larger context window, Claude Sonnet 5.5 or Step 5 Preview?

▼

Claude Sonnet 5.5 has a larger context window: Claude Sonnet 5.5 supports 1M tokens vs Step 5 Preview at 1M tokens.

Do both Claude Sonnet 5.5 and Step 5 Preview support vision?

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Yes, both Claude Sonnet 5.5 and Step 5 Preview support vision/image input.

What are the key differences between Claude Sonnet 5.5 and Step 5 Preview?

▼

Claude Sonnet 5.5 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?

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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 Claude Sonnet 5.5 and Step 5 Preview for free on idapt.app to see which performs better for your specific needs.

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