Claude 3.5 Haiku vs Claude 3 Opus

Side-by-side benchmark comparison across coding, math, reasoning, speed, and pricing.

Claude 3 Opus by Anthropic wins on 8 of 15 benchmarks against Claude 3.5 Haiku by Anthropic, which leads on 5. This head-to-head comparison covers coding, math, reasoning, speed, and pricing metrics from our benchmark data.

Category-by-Category Breakdown

General Intelligence: In general intelligence, Claude 3 Opus scores 1240 on Chatbot Arena ELO compared to Claude 3.5 Haiku's 1180, while Claude 3 Opus scores 68.0% on MMLU-Pro compared to Claude 3.5 Haiku's 60.0%.

Coding: In coding, Claude 3 Opus scores 78.0% on HumanEval+ compared to Claude 3.5 Haiku's 74.0%, while both score 22.0% on SWE-bench Verified, while Claude 3 Opus scores 32.0% on LiveCodeBench compared to Claude 3.5 Haiku's 28.0%.

Math: In math, Claude 3 Opus scores 68.0% on MATH compared to Claude 3.5 Haiku's 62.0%, while Claude 3 Opus scores 88.0% on GSM8K compared to Claude 3.5 Haiku's 84.0%.

Reasoning: In reasoning, Claude 3 Opus scores 59.4% on GPQA Diamond compared to Claude 3.5 Haiku's 35.0%, while Claude 3.5 Haiku scores 12.0% on ARC-AGI compared to Claude 3 Opus's 8.0%, while Claude 3 Opus scores 86.8% on BBH compared to Claude 3.5 Haiku's 82.9%.

Context: In context, both score 200K on Context Length.

Pricing Comparison

Claude 3.5 Haiku costs $0.80/1M input tokens and $4.0/1M output tokens, while Claude 3 Opus costs $15.0/1M input and $75.0/1M output. Claude 3.5 Haiku is the more affordable option for API usage.

Speed Comparison

Claude 3.5 Haiku generates output at 170 tok/s compared to Claude 3 Opus's 25 tok/s, and the time to first token is 100 ms for Claude 3.5 Haiku versus 800 ms for Claude 3 Opus. Claude 3.5 Haiku delivers faster throughput.

Verdict

For developers prioritizing affordability and speed, Claude 3.5 Haiku has the edge. For those who value general intelligence and math, Claude 3 Opus is the stronger choice.

Claude 3.5 Haiku vs Claude 3 Opus — FAQ

Which is better, Claude 3.5 Haiku or Claude 3 Opus?

Claude 3 Opus wins on more benchmarks overall (8 vs 5). However, the best choice depends on your specific needs — each model excels in different areas.

How does Claude 3.5 Haiku compare to Claude 3 Opus for coding?

Both models score 22.0% on SWE-bench Verified, making them equally capable for coding tasks.

Is Claude 3.5 Haiku cheaper than Claude 3 Opus?

Yes, Claude 3.5 Haiku is cheaper. Claude 3.5 Haiku costs $0.80/1M input and $4.0/1M output tokens. Claude 3 Opus costs $15.0/1M input and $75.0/1M output tokens.

Which is faster, Claude 3.5 Haiku or Claude 3 Opus?

Claude 3.5 Haiku is faster, generating output at 170 tok/s compared to 25 tok/s. Faster output speed means shorter wait times for API responses.

What benchmarks does the Claude 3.5 Haiku vs Claude 3 Opus comparison cover?

This comparison covers 15 benchmarks including Chatbot Arena ELO, MMLU-Pro, HumanEval+, MATH, GPQA Diamond, SWE-bench Verified, Output Speed, LiveCodeBench, and more. Metrics span general intelligence, coding, math, reasoning, speed, and cost categories.