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Claude 3.5 Haiku vs Claude 3 Opus

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 3.5 Haiku and Claude 3 Opus.

Anthropic

Claude 3.5 Haiku

Claude 3.5 Haiku is the fast, cost-efficient member of the Claude 3.5 model family from Anthropic, built to deliver strong performance for coding, text processing, and multi-turn conversation at minimal inference cost. With a 200,000-token context window and pricing at $0.80/MTok for input, it is optimized for high-throughput, latency-sensitive production applications such as real-time chat interfaces, code completion tools, and classification systems. While smaller than its Sonnet and Opus siblings, Claude 3.5 Haiku retains Anthropic's strong alignment and safety properties, making it a reliable choice for consumer-facing AI features.

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Anthropic

Claude 3 Opus

Claude 3 Opus is Anthropic's most powerful model from the first Claude 3 generation, engineered for deep analysis, comprehensive research, and demanding multi-step task execution. Released in March 2024, it represented the frontier of Anthropic's capabilities at the time, with a 200,000-token context window suitable for processing large documents, synthesizing diverse research sources, and generating expert-level written content. Priced at $15/MTok for input, Claude 3 Opus remains available for teams with specific requirements for Claude 3-generation behavior, though most use cases are better served by the improved Claude 4 series.

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Technical Specifications

SpecificationClaude 3.5 HaikuClaude 3 Opus
ProviderAnthropicAnthropic
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment ModelN/AN/A
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-11-042024-03-04

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Haiku

$0.80

Claude 3 Opus

$15.00

Output Price per Million Tokens

Claude 3.5 Haiku

$4.00

Claude 3 Opus

$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%vs8680.0%
Claude 3.5 Haiku
Claude 3 Opus
HumanEvalPython coding & logic synthesis
8810.0%vs8490.0%
Claude 3.5 Haiku
Claude 3 Opus
MATHComplex mathematical problem solving
5160.0%vs6010.0%
Claude 3.5 Haiku
Claude 3 Opus
GPQAGraduate-level expert reasoning
4150.0%vs5040.0%
Claude 3.5 Haiku
Claude 3 Opus
HellaSwagCommonsense reasoning and inference
8920.0%vs9500.0%
Claude 3.5 Haiku
Claude 3 Opus
MT-BenchMulti-turn conversation flow quality
850.0%vs900.0%
Claude 3.5 Haiku
Claude 3 Opus

Claude 3.5 Haiku Quirks & Gotchas

No developer gotchas reported.

Claude 3 Opus Quirks & Gotchas

No developer gotchas reported.