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Claude Haiku 4.5 vs GPT 5.1

At a glance
AnthropicClaude Haiku 4.5

Fast and efficient with near-frontier intelligence.

75200K ctx$1.00/$5.00 per M#41/92
OpenAIGPT 5.1

Frontier-grade model with strong general-purpose reasoning.

82400K ctx$1.25/$10.00 per M#21/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
AnthropicClaude Haiku 4.5
Reasoning
CodingInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI75.3
Reasoning & Knowledge
Graduate Science60.5%Factual Recall—
Math
Math Problems86.9%Competition Math35.8%Research Math4.1%
Coding
Real-World Coding—
Agentic
Terminal Tasks29.8%Novel Reasoning1.3%
OpenAIGPT 5.1
Reasoning
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI81.6
Reasoning & Knowledge
Graduate Science87.6%Factual Recall48.9%
Math
Math Problems—Competition Math88.6%Research Math31.0%
Coding
Real-World Coding68.0%
Agentic
Terminal Tasks47.6%Novel Reasoning17.6%
Specs
AnthropicClaude Haiku 4.5
200K
Context
64K
Max output
Oct 2025
Released
OpenAIGPT 5.1
400K
Context
128K
Max output
Nov 2025
Released
Capabilities
AnthropicClaude Haiku 4.5
Vision
Audio
Reasoning
OpenAIGPT 5.1
Vision
Audio
Reasoning
Pricing
AnthropicClaude Haiku 4.5
Live pricing, shown before you run
Input$1.00/M tokens
Output$5.00/M tokens
Cache read$0.10/M tokens
Cache write$1.25/M tokens
Web search$0.01/search
OpenAIGPT 5.1
Live pricing, shown before you run
Input$1.25/M tokens
Output$10.00/M tokens
Cache read$0.13/M tokens
Web search$0.01/search
Chat with Claude Haiku 4.5Go to model
Chat with GPT 5.1Go to model
Frequently Asked Questions: Claude Haiku 4.5 vs GPT 5.1▼

Which is better, Claude Haiku 4.5 or GPT 5.1?

▼

Based on the Capability Index, GPT 5.1 scores higher (81.6 vs 75.3). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Haiku 4.5 or GPT 5.1?

▼

Claude Haiku 4.5 has a lower blended cost. Claude Haiku 4.5: $1.00 input / $5.00 output. GPT 5.1: $1.25 input / $10.00 output.

Which has a larger context window, Claude Haiku 4.5 or GPT 5.1?

▼

GPT 5.1 has a larger context window: Claude Haiku 4.5 supports 200K tokens vs GPT 5.1 at 400K tokens.

Do both Claude Haiku 4.5 and GPT 5.1 support vision?

▼

Yes, both Claude Haiku 4.5 and GPT 5.1 support vision/image input.

What are the key differences between Claude Haiku 4.5 and GPT 5.1?

▼

Key differences: GPT 5.1 has a notably higher capability index (6.3 point gap). 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 Claude Haiku 4.5 and GPT 5.1 for free on idapt.app to see which performs better for your specific needs.

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