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Claude 3.5 Sonnet vs Claude Haiku 4.5

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 Sonnet and Claude Haiku 4.5.

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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Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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Technical Specifications

SpecificationClaude 3.5 SonnetClaude Haiku 4.5
ProviderAnthropicAnthropic
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/A87/100
Time to First Token (TTFT)N/A180 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-06-212025-10-15

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet

$3.00

Claude Haiku 4.5

$1.00

Output Price per Million Tokens

Claude 3.5 Sonnet

$15.00

Claude Haiku 4.5

$5.00

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
8870.0%vs8480.0%
Claude 3.5 Sonnet
Claude Haiku 4.5
HumanEvalPython coding & logic synthesis
9200.0%vs8600.0%
Claude 3.5 Sonnet
Claude Haiku 4.5
MATHComplex mathematical problem solving
7110.0%vs7500.0%
Claude 3.5 Sonnet
Claude Haiku 4.5
GPQAGraduate-level expert reasoning
5940.0%vs5500.0%
Claude 3.5 Sonnet
Claude Haiku 4.5
HellaSwagCommonsense reasoning and inference
9540.0%vs9350.0%
Claude 3.5 Sonnet
Claude Haiku 4.5
MT-BenchMulti-turn conversation flow quality
935.0%vs890.0%
Claude 3.5 Sonnet
Claude Haiku 4.5

Claude 3.5 Sonnet Quirks & Gotchas

No developer gotchas reported.

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing