Cracked AI Engineering

Gemini 2.5 Flash Image (Preview) vs Gemini Embedding 001

Gemini 2.5 Flash Image (Preview) includes advanced reasoning, Gemini 2.5 Flash Image (Preview) supports vision. Compare full specs, pricing, and choose the best model for your use case.

Quick Overview

Gemini 2.5 Flash Image (Preview)

Google

33K tokens context • $0.30 / $30.00 per 1M tokens

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Gemini Embedding 001

Google

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

View full specifications →

Detailed Comparison

Specification
Gemini 2.5 Flash Image (Preview)
Gemini Embedding 001
Provider
Google
Google
Context Window
33K tokens
2K tokens
Max Output Tokens
33K tokens
3K tokens
Input Pricing (per 1M tokens)
$0.30
$0.15
Output Pricing (per 1M tokens)
$30.00
Free
Release Date
Aug 2025
May 2025

Capabilities

Capability
Gemini 2.5 Flash Image (Preview)
Gemini Embedding 001
Text Generation
Vision
Advanced Reasoning
File Attachments

Which Model Should You Choose?

Choose Gemini 2.5 Flash Image (Preview) if:

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

Choose Gemini Embedding 001 if:

  • • Cost efficiency is a priority