Cracked AI Engineering

Gemini 2.5 Flash vs Gemini Embedding 001

Gemini 2.5 Flash offers 1.0M tokens context vs 2K tokens, Gemini 2.5 Flash includes advanced reasoning, Gemini 2.5 Flash supports vision. Compare full specs, pricing, and choose the best model for your use case.

Quick Overview

Gemini 2.5 Flash

Vertex

1.0M tokens context • $0.30 / $2.50 per 1M tokens

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Gemini Embedding 001

Vertex

2K tokens context • $0.15 / Free per 1M tokens

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Detailed Comparison

Specification
Gemini 2.5 Flash
Gemini Embedding 001
Provider
Vertex
Vertex
Context Window
1.0M tokens
2K tokens
Max Output Tokens
66K tokens
3K tokens
Input Pricing (per 1M tokens)
$0.30
$0.15
Output Pricing (per 1M tokens)
$2.50
Free
Release Date
Jun 2025
May 2025

Capabilities

Capability
Gemini 2.5 Flash
Gemini Embedding 001
Text Generation
Vision
Audio Input
Video Understanding
PDF Processing
Function Calling
Advanced Reasoning
File Attachments

Which Model Should You Choose?

Choose Gemini 2.5 Flash if:

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

Choose Gemini Embedding 001 if:

  • • Cost efficiency is a priority