OpenAI o3 Pro vs GPT-4.1

Performance benchmarks + pricing comparison — updated April 2026

OpenAI o3 Pro

OpenAI

Top-tier reasoning model combining o3's coding strength with extended compute. The most powerful OpenAI model for reasoning-heavy coding.

Input	$20.00/M
Output	$80.00/M
Context	200K tokens
Best For	Complex algorithm design, system architecture, research coding

OpenAI

Updated GPT-4 generation with improved instruction following and reduced hallucination. Better coding accuracy than GPT-4o.

Input	$2.00/M
Output	$8.00/M
Context	128K tokens
Best For	Production coding, API development, complex instructions
Benchmark	80/100

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

Scenario	OpenAI o3 Pro	GPT-4.1	Savings
Small Script (1K lines)	$3.10	$0.31	GPT-4.1 saves $2.79 (90%)
Medium Feature (10K lines)	$23.00	$2.30	GPT-4.1 saves $20.70 (90%)
Large Project (50K lines)	$115.00	$11.50	GPT-4.1 saves $103.50 (90%)
Code Review (5K lines)	$5.50	$0.55	GPT-4.1 saves $4.95 (90%)

GPT-4.1 wins on both price and performance — $2.00/M input with a benchmark score of N/A/100.

For most developers, this is the clear choice between these two models.

Anthropic's balanced model for coding and general tasks. Best price-performance ratio in the Claude family.

Anthropic's most powerful model. Best for complex reasoning and challenging coding tasks.

Previous generation Sonnet. Still excellent for coding tasks at the same price point.

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

First generation Opus. Highest reasoning capability in the Claude 3 family.

First generation Sonnet. Balanced performance for general tasks.