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Claude 3.5 Haiku vs Claude 3 Sonnet

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 3 Sonnet.

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 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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Technical Specifications

SpecificationClaude 3.5 HaikuClaude 3 Sonnet
ProviderAnthropicAnthropic
Context Window200,000 tokens200,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment ModelN/AN/A
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-11-042024-03-04

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Haiku

$0.80

Claude 3 Sonnet

$3.00

Output Price per Million Tokens

Claude 3.5 Haiku

$4.00

Claude 3 Sonnet

$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%vs7900.0%
Claude 3.5 Haiku
Claude 3 Sonnet
HumanEvalPython coding & logic synthesis
8810.0%vs7300.0%
Claude 3.5 Haiku
Claude 3 Sonnet
MATHComplex mathematical problem solving
5160.0%vs4100.0%
Claude 3.5 Haiku
Claude 3 Sonnet
GPQAGraduate-level expert reasoning
4150.0%vs3500.0%
Claude 3.5 Haiku
Claude 3 Sonnet
HellaSwagCommonsense reasoning and inference
8920.0%vs8900.0%
Claude 3.5 Haiku
Claude 3 Sonnet
MT-BenchMulti-turn conversation flow quality
850.0%vs820.0%
Claude 3.5 Haiku
Claude 3 Sonnet

Claude 3.5 Haiku Quirks & Gotchas

No developer gotchas reported.

Claude 3 Sonnet Quirks & Gotchas

No developer gotchas reported.