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Claude 3.5 Haiku 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 Haiku and Claude Haiku 4.5.

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 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 HaikuClaude 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 Date2024-11-042025-10-15

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Haiku

$0.80

Claude Haiku 4.5

$1.00

Output Price per Million Tokens

Claude 3.5 Haiku

$4.00

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
7520.0%vs8480.0%
Claude 3.5 Haiku
Claude Haiku 4.5
HumanEvalPython coding & logic synthesis
8810.0%vs8600.0%
Claude 3.5 Haiku
Claude Haiku 4.5
MATHComplex mathematical problem solving
5160.0%vs7500.0%
Claude 3.5 Haiku
Claude Haiku 4.5
GPQAGraduate-level expert reasoning
4150.0%vs5500.0%
Claude 3.5 Haiku
Claude Haiku 4.5
HellaSwagCommonsense reasoning and inference
8920.0%vs9350.0%
Claude 3.5 Haiku
Claude Haiku 4.5
MT-BenchMulti-turn conversation flow quality
850.0%vs890.0%
Claude 3.5 Haiku
Claude Haiku 4.5

Claude 3.5 Haiku 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