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Claude 3 Haiku vs Claude Opus 4.8 (Fast)

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 4.8 (Fast).

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 4.8 (Fast)

Fast-mode variant of [Opus 4.8](/anthropic/claude-opus-4.8) - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8. Learn more in Anthropic's docs: https://platform.claude.com/docs/en/build-with-claude/fast-mode

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Technical Specifications

SpecificationClaude 3 HaikuClaude Opus 4.8 (Fast)
ProviderAnthropicAnthropic
Context Window200,000 tokens1,000,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-03-132026-05-27

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Haiku

$0.25

Claude Opus 4.8 (Fast)

$10.00

Output Price per Million Tokens

Claude 3 Haiku

$1.25

Claude Opus 4.8 (Fast)

$50.00

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 4.8 (Fast)
HumanEvalPython coding & logic synthesis
7590.0%vsN/A
Claude 3 Haiku
Claude Opus 4.8 (Fast)
MATHComplex mathematical problem solving
3890.0%vsN/A
Claude 3 Haiku
Claude Opus 4.8 (Fast)
GPQAGraduate-level expert reasoning
3200.0%vsN/A
Claude 3 Haiku
Claude Opus 4.8 (Fast)
HellaSwagCommonsense reasoning and inference
8810.0%vsN/A
Claude 3 Haiku
Claude Opus 4.8 (Fast)
MT-BenchMulti-turn conversation flow quality
800.0%vsN/A
Claude 3 Haiku
Claude Opus 4.8 (Fast)

Claude 3 Haiku Quirks & Gotchas

No developer gotchas reported.

Claude Opus 4.8 (Fast) Quirks & Gotchas

No developer gotchas reported.