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Claude 3 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 Sonnet and Claude Haiku 4.5.

Anthropic

Claude 3 Sonnet

Claude 3 Sonnet was Anthropic's balanced standard model in the first Claude 3 generation, optimized for a combination of response speed and general-purpose capabilities across writing, summarization, and question answering. Released in March 2024 alongside Opus and Haiku, it occupied the mid-tier positioning in the Claude 3 lineup. Claude 3 Sonnet has since been deprecated, and current use cases requiring similar capability-to-cost balance are best served by the Claude 4 Sonnet series, which offers substantially improved reasoning, context handling, and instruction following at competitive pricing.

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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 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 Date2024-03-042025-10-15

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Sonnet

$3.00

Claude Haiku 4.5

$1.00

Output Price per Million Tokens

Claude 3 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
7900.0%vs8480.0%
Claude 3 Sonnet
Claude Haiku 4.5
HumanEvalPython coding & logic synthesis
7300.0%vs8600.0%
Claude 3 Sonnet
Claude Haiku 4.5
MATHComplex mathematical problem solving
4100.0%vs7500.0%
Claude 3 Sonnet
Claude Haiku 4.5
GPQAGraduate-level expert reasoning
3500.0%vs5500.0%
Claude 3 Sonnet
Claude Haiku 4.5
HellaSwagCommonsense reasoning and inference
8900.0%vs9350.0%
Claude 3 Sonnet
Claude Haiku 4.5
MT-BenchMulti-turn conversation flow quality
820.0%vs890.0%
Claude 3 Sonnet
Claude Haiku 4.5

Claude 3 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