Cracked AI Engineering

Gemini 2.5 Pro Preview 06-05 vs Gemini Embedding 001

Google's Gemini 2.5 Pro Preview 06-05 offers developers a robust AI model with a context window of 1,048,576 tokens, supporting text, vision, audio, video, and function calling. Priced at $1.25/M input and $10/M output tokens, it's ideal for complex tasks requiring multimodal inputs. In contrast, Gemini Embedding 001 provides a more cost-effective option with a smaller context size of 2,048 tokens and a focus on text input. Choose Gemini 2.5 Pro for advanced, multimodal projects and Gemini Embedding 001 for natural language processing tasks on a budget.

Quick Overview

Gemini 2.5 Pro Preview 06-05

Vertex

1.0M tokens context • $1.25 / $10.00 per 1M tokens

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Gemini Embedding 001

Vertex

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

View full specifications →

Detailed Comparison

Specification
Gemini 2.5 Pro Preview 06-05
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)
$1.25
$0.15
Output Pricing (per 1M tokens)
$10.00
Free
Release Date
Jun 2025
May 2025

Capabilities

Capability
Gemini 2.5 Pro Preview 06-05
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 Pro Preview 06-05 if:

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

Choose Gemini Embedding 001 if:

  • • Cost efficiency is a priority