AI Cost Calculator

Claude Sonnet 4 vs GPT-4o

Side-by-side API pricing and capability comparison

Anthropic

Claude Sonnet 4

Best balance of intelligence and speed. Ideal for agentic workflows, coding, and data analysis.

Input /1M

$3.00

Output /1M

$15.00

Context

200K

Tier

efficient

Prompt caching: $0.300/1M input

Full Claude Sonnet 4 pricing →

OpenAI

GPT-4o

OpenAI's flagship multimodal model — combines speed, intelligence, and vision capabilities.

Input /1M

$2.50

Output /1M

$10.00

Context

128K

Tier

efficient

Prompt caching: $1.25/1M input

Full GPT-4o pricing →

Monthly Cost Comparison

Usage scenarioClaude Sonnet 4GPT-4oCheaper by

Light usage

50K in + 20K out /day

$13.50$9.75GPT-4o 28% cheaper

Medium usage

500K in + 150K out /day

$112.50$82.50GPT-4o 27% cheaper

Heavy usage

3000K in + 1000K out /day

$720.00$525.00GPT-4o 27% cheaper

Feature Comparison

Vision / Multimodal
Yes
Yes
Extended reasoning
Yes
No
Prompt caching
Yes
Yes
200K context
Vision
Extended thinking
Tool use
Batch API
128K context

When to Use Each

Choose Claude Sonnet 4 when:

  • You need a larger context window (200K vs 128K)
  • Extended reasoning is required
  • You prefer Anthropic's ecosystem and tooling

Choose GPT-4o when:

  • Cost efficiency is critical — 17% cheaper input
  • You prefer OpenAI's ecosystem and tooling

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