Cracked AI Engineering

o1-pro vs text-embedding-3-small

o1-pro offers 200K tokens context vs 8K tokens, text-embedding-3-small is more cost-effective, o1-pro includes advanced reasoning. Compare full specs, pricing, and choose the best model for your use case.

Quick Overview

o1-pro

OpenAI

200K tokens context • $150.00 / $600.00 per 1M tokens

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text-embedding-3-small

OpenAI

8K tokens context • $0.02 / Free per 1M tokens

View full specifications →

Detailed Comparison

Specification
o1-pro
text-embedding-3-small
Provider
OpenAI
OpenAI
Context Window
200K tokens
8K tokens
Max Output Tokens
100K tokens
2K tokens
Input Pricing (per 1M tokens)
$150.00
$0.02
Output Pricing (per 1M tokens)
$600.00
Free
Release Date
Mar 2025
Jan 2024

Capabilities

Capability
o1-pro
text-embedding-3-small
Text Generation
Vision
Function Calling
Advanced Reasoning
File Attachments

Which Model Should You Choose?

Choose o1-pro if:

  • • You need a larger context window
  • • You need advanced reasoning

Choose text-embedding-3-small if:

  • • Cost efficiency is a priority