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Claude 3 Haiku vs Claude Sonnet 4.6

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 Sonnet 4.6.

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 Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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Technical Specifications

SpecificationClaude 3 HaikuClaude Sonnet 4.6
ProviderAnthropicAnthropic
Context Window200,000 tokens1,000,000 tokens
Agent SuitabilityN/A94/100
Time to First Token (TTFT)N/A350 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-132026-02-17

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Haiku

$0.25

Claude Sonnet 4.6

$3.00

Output Price per Million Tokens

Claude 3 Haiku

$1.25

Claude Sonnet 4.6

$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%vs9040.0%
Claude 3 Haiku
Claude Sonnet 4.6
HumanEvalPython coding & logic synthesis
7590.0%vs9370.0%
Claude 3 Haiku
Claude Sonnet 4.6
MATHComplex mathematical problem solving
3890.0%vs8230.0%
Claude 3 Haiku
Claude Sonnet 4.6
GPQAGraduate-level expert reasoning
3200.0%vs6500.0%
Claude 3 Haiku
Claude Sonnet 4.6
HellaSwagCommonsense reasoning and inference
8810.0%vs9600.0%
Claude 3 Haiku
Claude Sonnet 4.6
MT-BenchMulti-turn conversation flow quality
800.0%vs940.0%
Claude 3 Haiku
Claude Sonnet 4.6

Claude 3 Haiku Quirks & Gotchas

No developer gotchas reported.

Claude Sonnet 4.6 Quirks & Gotchas

  • โ–ธBest balance of speed and capability โ€” default for most Claude integrations
  • โ–ธComputer-use (beta) feature enables autonomous UI interaction