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GPT 5 Nano vs Claude Sonnet 5.5

At a glance

Ultra-fast and lightweight GPT-5 variant for low-latency tasks.

73400K ctx$0.05/$0.40 per M#48/92

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
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Cheaper97%
Capability
CapabilityECI73.4
Reasoning & Knowledge
Graduate Science69.4%Factual Recall11.7%
Math
Math Problems95.2%Competition Math81.1%Research Math8.3%
Agentic
Terminal Tasks11.5%Novel Reasoning2.6%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Capability
Capability—
Reasoning & Knowledge
Graduate Science38%95.6%Factual Recall297%46.5%
Math
Math Problems—Competition Math23%100.0%Research Math—
Agentic
Terminal Tasks—Novel Reasoning—
Specs
400K
Context
128K
Max output
Aug 2025
Released
1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input98%$0.05/M tokens
Output96%$0.40/M tokens
Cache read98%$0.005/M tokens
Web search$0.01/search
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 GPT 5 NanoGo to model
Chat with Claude Sonnet 5.5Go to model
Frequently Asked Questions: GPT 5 Nano vs Claude Sonnet 5.5▼

Which is better, GPT 5 Nano or Claude Sonnet 5.5?

▼

Both GPT 5 Nano 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, GPT 5 Nano or Claude Sonnet 5.5?

▼

GPT 5 Nano has a lower blended cost. GPT 5 Nano: $0.05 input / $0.40 output. Claude Sonnet 5.5: $2.00 input / $10.00 output.

Which has a larger context window, GPT 5 Nano or Claude Sonnet 5.5?

▼

Claude Sonnet 5.5 has a larger context window: GPT 5 Nano supports 400K tokens vs Claude Sonnet 5.5 at 1M tokens.

Do both GPT 5 Nano and Claude Sonnet 5.5 support vision?

▼

Yes, both GPT 5 Nano and Claude Sonnet 5.5 support vision/image input.

What are the key differences between GPT 5 Nano and Claude Sonnet 5.5?

▼

Key differences: GPT 5 Nano 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 GPT 5 Nano and Claude Sonnet 5.5 for free on idapt.app to see which performs better for your specific needs.

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