GPT-4.1 vs Amazon Nova Pro

Performance benchmarks + pricing comparison — updated April 2026

GPT-4.1

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

Amazon

Amazon's flagship model via Bedrock. Competitive with GPT-4o and Claude Sonnet for enterprise workloads.

Input	$0.800/M
Output	$3.20/M
Context	300K tokens
Best For	Enterprise applications, document analysis, agent tasks

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

Scenario	GPT-4.1	Amazon Nova Pro	Savings
Small Script (1K lines)	$0.31	$0.12	Amazon Nova Pro saves $0.19 (60%)
Medium Feature (10K lines)	$2.30	$0.92	Amazon Nova Pro saves $1.38 (60%)
Large Project (50K lines)	$11.50	$4.60	Amazon Nova Pro saves $6.90 (60%)
Code Review (5K lines)	$0.55	$0.22	Amazon Nova Pro saves $0.33 (60%)

Amazon Nova Pro wins on both price and performance — $0.800/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.