Claude 3.5 Haiku vs OpenAI o3

Performance benchmarks + pricing comparison — updated April 2026

Claude 3.5 Haiku

Anthropic

Fast, cost-effective model for high-volume tasks. Great for code review and simple queries.

Input$0.800/M
Output$4.00/M
Context200K tokens
Best ForCode review, high-volume tasks, simple queries
Benchmark52/100

OpenAI o3

OpenAI

Next generation reasoning model. Improved coding and math over o1.

Input$10.00/M
Output$40.00/M
Context200K tokens
Best ForAdvanced coding, complex problem-solving
Benchmark85/100

Benchmark Performance Comparison

Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.

BenchmarkClaude 3.5 HaikuOpenAI o3Leader
Overall Score 52 85 o3 leads by 33pts
SWE-bench Verified 45 82 o3 leads by 37pts
LiveCodeBench 55 88 o3 leads by 33pts
HumanEval 75 96 o3 leads by 21pts
BigCodeBench 38 74 o3 leads by 36pts

Cost Comparison by Scenario

Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.

ScenarioClaude 3.5 HaikuOpenAI o3Savings
Small Script (1K lines) $0.16 $1.55 Claude 3.5 Haiku saves $1.39 (89%)
Medium Feature (10K lines) $1.24 $11.50 Claude 3.5 Haiku saves $10.26 (89%)
Large Project (50K lines) $6.21 $57.50 Claude 3.5 Haiku saves $51.29 (89%)
Code Review (5K lines) $0.32 $2.75 Claude 3.5 Haiku saves $2.43 (88%)

Value Analysis (Price per Benchmark Score Point)

Lower is better — how much you pay for each point of benchmark performance.

ModelOverall ScorePrice per Score PointVerdict
Claude 3.5 Haiku 52 $0.015/pt Better value
OpenAI o3 85 $0.167/pt Higher cost per point

Claude 3.5 Haiku delivers the best value at $0.015 per score point.

Strengths & Weaknesses

Claude 3.5 Haiku

  • + Fastest Claude model
  • + Cheapest option
  • + Good for code review
  • - Struggles with complex tasks
  • - Limited reasoning depth

OpenAI o3

  • + Latest reasoning model
  • + Top-tier across all benchmarks
  • - Very expensive
  • - Slow

Verdict

Claude 3.5 Haiku is cheaper at $0.800/M, but OpenAI o3 scores higher on benchmarks (85 vs 52).

Choose Claude 3.5 Haiku for cost-sensitive projects, OpenAI o3 when performance matters most.

Compare with Other Models