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Claude 3 Haiku vs Claude Opus 4.1

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude 3 Haiku and Claude Opus 4.1.

Anthropic

Claude 3 Haiku

Claude 3 Haiku is Anthropic's fastest and most compact model for near-instant responsiveness. Quick and accurate targeted performance. See the launch announcement and benchmark results [here](https://www.anthropic.com/news/claude-3-haiku) #multimodal

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Anthropic

Claude Opus 4.1

Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...

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Technical Specifications

SpecificationClaude 3 HaikuClaude Opus 4.1
ProviderAnthropicAnthropic
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-132025-08-05

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Haiku

$0.25

Claude Opus 4.1

$15.00

Output Price per Million Tokens

Claude 3 Haiku

$1.25

Claude Opus 4.1

$75.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
7520.0%vsN/A
Claude 3 Haiku
Claude Opus 4.1
HumanEvalPython coding & logic synthesis
7590.0%vsN/A
Claude 3 Haiku
Claude Opus 4.1
MATHComplex mathematical problem solving
3890.0%vsN/A
Claude 3 Haiku
Claude Opus 4.1
GPQAGraduate-level expert reasoning
3200.0%vsN/A
Claude 3 Haiku
Claude Opus 4.1
HellaSwagCommonsense reasoning and inference
8810.0%vsN/A
Claude 3 Haiku
Claude Opus 4.1
MT-BenchMulti-turn conversation flow quality
800.0%vsN/A
Claude 3 Haiku
Claude Opus 4.1

Claude 3 Haiku Quirks & Gotchas

No developer gotchas reported.

Claude Opus 4.1 Quirks & Gotchas

No developer gotchas reported.