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Claude 3.5 Sonnet v2 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 v2 and Claude Haiku 4.5.

Anthropic

Claude 3.5 Sonnet v2

Claude 3.5 Sonnet v2 is Anthropic's enhanced version of the breakthrough Claude 3.5 Sonnet, delivering significantly improved coding capabilities, longer context handling, and more reliable tool use at the same competitive pricing. It maintains the same 200K-token context window while achieving substantial gains in HumanEval, SWE-bench, and agentic task completion rates. Claude 3.5 Sonnet v2 remains widely used as a fallback model for teams that have standardized on the 3.5 architecture and prefer its consistent, well-characterized behavior for production deployments.

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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 Sonnet v2Claude Haiku 4.5
ProviderAnthropicAnthropic
Context Window200,000 tokens200,000 tokens
Agent Suitability92/10087/100
Time to First Token (TTFT)360 ms180 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-02-152025-10-15

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet v2

$3.00

Claude Haiku 4.5

$1.00

Output Price per Million Tokens

Claude 3.5 Sonnet v2

$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
N/Avs8480.0%
Claude 3.5 Sonnet v2
Claude Haiku 4.5
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Claude 3.5 Sonnet v2
Claude Haiku 4.5
MATHComplex mathematical problem solving
N/Avs7500.0%
Claude 3.5 Sonnet v2
Claude Haiku 4.5
GPQAGraduate-level expert reasoning
N/Avs5500.0%
Claude 3.5 Sonnet v2
Claude Haiku 4.5
HellaSwagCommonsense reasoning and inference
N/Avs9350.0%
Claude 3.5 Sonnet v2
Claude Haiku 4.5
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Claude 3.5 Sonnet v2
Claude Haiku 4.5

Claude 3.5 Sonnet v2 Quirks & Gotchas

  • Well-characterized production behavior — ideal for teams needing stability
  • Upgrade to Claude 4.6 Sonnet for 1M context and improved agentic performance

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