Cracked AI Engineering

Gemini Flash-Lite Latest vs Gemini Embedding 001

Looking for an AI model with extensive capabilities and a large context window? Gemini Flash-Lite Latest by Google offers a context window of 1,048,576 tokens and supports text, vision, audio, video, function calling, and advanced reasoning. On the other hand, Gemini Embedding 001 is more budget-friendly with a context window of 2,048 tokens and focuses on text input tasks. Choose Flash-Lite for diverse AI applications and Embedding 001 for cost-effective natural language processing projects.

Quick Overview

Gemini Flash-Lite Latest

Vertex

1.0M tokens context • $0.10 / $0.40 per 1M tokens

View full specifications →

Gemini Embedding 001

Vertex

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

View full specifications →

Detailed Comparison

Specification
Gemini Flash-Lite Latest
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)
$0.10
$0.15
Output Pricing (per 1M tokens)
$0.40
Free
Release Date
Sep 2025
May 2025

Capabilities

Capability
Gemini Flash-Lite Latest
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 Flash-Lite Latest if:

  • • You need a larger context window
  • • Cost efficiency is a priority
  • • You need advanced reasoning

Choose Gemini Embedding 001 if: