Skip to main content
idapt
HomeAI ModelsExploreResourcesPricing
Sign inUse for Free
  • Home
  • Pricing
  • AI Models
  • Skills
  • Image models
  • Voice models
  • Video models
  • Rankings
  • Multi-Model Chat
  • Agents
  • Computers
  • Drive
  • Automations
  • AI Gateway
  • All features →
  • Blog
  • About
  • Comparisons
  • Benchmarks
  • Model Match
  • Demos
  • Help center
  • FAQ
  • Privacy
  • Support
  • Developers
  • Quickstarts
  • API reference
  • API pricing
  • CLI
  • MCP
  • Migrate
  • Downloads
  • Desktop
© idapt[email protected]TermsPrivacy PolicyLegal noticeReport content
X (Twitter)Discord

GPT 5.4 Pro vs Claude Sonnet 5.5

At a glance

OpenAI's most advanced reasoning model, built on GPT 5.4's unified architecture.

891.1M ctx$30.00/$180.00 per M#5/92

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
AgenticInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Capability
CapabilityECI89.1
Reasoning & Knowledge
Graduate Science94.6%Factual Recall46.3%
Math
Competition Math—Research Math50.0%
Agentic
Novel Reasoning83.3%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper94%
Capability
Capability—
Reasoning & Knowledge
Graduate Science1%95.6%Factual Recall46.5%
Math
Competition Math100.0%Research Math—
Agentic
Novel Reasoning—
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$30.00/M tokens
Output$180.00/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input93%$2.00/M tokens
Output94%$10.00/M tokens
Cache read$0.20/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Chat with GPT 5.4 ProGo to model
Chat with Claude Sonnet 5.5Go to model
Frequently Asked Questions: GPT 5.4 Pro vs Claude Sonnet 5.5▼

Which is better, GPT 5.4 Pro or Claude Sonnet 5.5?

▼

Both GPT 5.4 Pro 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 Pro or Claude Sonnet 5.5?

▼

Claude Sonnet 5.5 has a lower blended cost. GPT 5.4 Pro: $30.00 input / $180.00 output. Claude Sonnet 5.5: $2.00 input / $10.00 output.

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

▼

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

Do both GPT 5.4 Pro and Claude Sonnet 5.5 support vision?

▼

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

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

▼

Key differences: Claude Sonnet 5.5 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 5.4 Pro and Claude Sonnet 5.5 for free on idapt.app to see which performs better for your specific needs.

Open in App