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Claude 3.5 Haiku vs Claude 3.5 Sonnet

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 3.5 Sonnet.

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 3.5 Sonnet

Claude 3.5 Sonnet was Anthropic's breakout model of 2024, widely regarded as one of the most capable commercial LLMs of its generation. It earned widespread developer praise for its exceptional coding ability, nuanced long-form writing, and reliable complex reasoning across a 200,000-token context window. Claude 3.5 Sonnet introduced computer-use capabilities, enabling it to interact with desktop environments, web browsers, and software tools autonomously. Available via API at $3/MTok for input, it continues to be a popular choice for developers who want a well-rounded, safety-aligned model with strong benchmark performance for coding, analysis, and content generation tasks.

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Technical Specifications

SpecificationClaude 3.5 HaikuClaude 3.5 Sonnet
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 Date2024-11-042024-06-21

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Haiku

$0.80

Claude 3.5 Sonnet

$3.00

Output Price per Million Tokens

Claude 3.5 Haiku

$4.00

Claude 3.5 Sonnet

$15.00

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%vs8870.0%
Claude 3.5 Haiku
Claude 3.5 Sonnet
HumanEvalPython coding & logic synthesis
8810.0%vs9200.0%
Claude 3.5 Haiku
Claude 3.5 Sonnet
MATHComplex mathematical problem solving
5160.0%vs7110.0%
Claude 3.5 Haiku
Claude 3.5 Sonnet
GPQAGraduate-level expert reasoning
4150.0%vs5940.0%
Claude 3.5 Haiku
Claude 3.5 Sonnet
HellaSwagCommonsense reasoning and inference
8920.0%vs9540.0%
Claude 3.5 Haiku
Claude 3.5 Sonnet
MT-BenchMulti-turn conversation flow quality
850.0%vs935.0%
Claude 3.5 Haiku
Claude 3.5 Sonnet

Claude 3.5 Haiku Quirks & Gotchas

No developer gotchas reported.

Claude 3.5 Sonnet Quirks & Gotchas

No developer gotchas reported.