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GPT 5.4 vs Claude Sonnet 5.5

At a glance

OpenAI's latest frontier model, unifying the Codex and GPT lines into one system.

871.1M ctx$2.50/$15.00 per M#7/92

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
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Capability
CapabilityECI87.4
Reasoning & Knowledge
Graduate Science93.3%Expert-Level36.2%Factual Recall45.1%
Math
Competition Math97.8%Research Math47.6%
Coding
Real-World Coding76.9%
Agentic
Novel Reasoning74.0%Task Horizon5.7h
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper29%
Capability
Capability—
Reasoning & Knowledge
Graduate Science2%95.6%Expert-Level—Factual Recall3%46.5%
Math
Competition Math2%100.0%Research Math—
Coding
Real-World Coding—
Agentic
Novel Reasoning—Task Horizon—
Specs
1.1M
Context
128K
Max output
Mar 2026
Released
1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$2.50/M tokens
Output$15.00/M tokens
Cache read$0.25/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input20%$2.00/M tokens
Output33%$10.00/M tokens
Cache read20%$0.20/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Chat with GPT 5.4Go to model
Chat with Claude Sonnet 5.5Go to model
Frequently Asked Questions: GPT 5.4 vs Claude Sonnet 5.5▼

Which is better, GPT 5.4 or Claude Sonnet 5.5?

▼

Both GPT 5.4 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 5.4 or Claude Sonnet 5.5?

▼

Claude Sonnet 5.5 has a lower blended cost. GPT 5.4: $2.50 input / $15.00 output. Claude Sonnet 5.5: $2.00 input / $10.00 output.

Which has a larger context window, GPT 5.4 or Claude Sonnet 5.5?

▼

GPT 5.4 has a larger context window: GPT 5.4 supports 1.1M tokens vs Claude Sonnet 5.5 at 1M tokens.

Do both GPT 5.4 and Claude Sonnet 5.5 support vision?

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Yes, both GPT 5.4 and Claude Sonnet 5.5 support vision/image input.

What are the key differences between GPT 5.4 and Claude Sonnet 5.5?

▼

GPT 5.4 and Claude Sonnet 5.5 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 GPT 5.4 and Claude Sonnet 5.5 for free on idapt.app to see which performs better for your specific needs.

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