Cracked AI Engineering

Gemini 1.5 Flash-8B vs Gemini Embedding 001

Gemini 1.5 Flash-8B offers 1.0M tokens context vs 2K tokens, Gemini 1.5 Flash-8B supports vision. Compare full specs, pricing, and choose the best model for your use case.

Quick Overview

Gemini 1.5 Flash-8B

Google

1.0M tokens context • $0.04 / $0.15 per 1M tokens

View full specifications →

Gemini Embedding 001

Google

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

View full specifications →

Detailed Comparison

Specification
Gemini 1.5 Flash-8B
Gemini Embedding 001
Provider
Google
Google
Context Window
1.0M tokens
2K tokens
Max Output Tokens
8K tokens
3K tokens
Input Pricing (per 1M tokens)
$0.04
$0.15
Output Pricing (per 1M tokens)
$0.15
Free
Release Date
Oct 2024
May 2025

Capabilities

Capability
Gemini 1.5 Flash-8B
Gemini Embedding 001
Text Generation
Vision
Audio Input
Video Understanding
Function Calling
File Attachments

Which Model Should You Choose?

Choose Gemini 1.5 Flash-8B if:

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

Choose Gemini Embedding 001 if: