Gemini Embedding 001

Google chattool_use

API ID: google/gemini-embedding-001

Compare Calculate
Input Price
$0.15
/1M tokens
Output Price
Free
/1M tokens

About Gemini Embedding 001

gemini-embedding-001 provides a unified cutting edge experience across domains, including science, legal, finance, and coding. This embedding model has consistently held a top spot on the Massive Text Embedding Benchmark (MTEB) Multilingual leaderboard since the experimental launch in March.

📊
Price Ranking
#620 lowest price among 1240 Chat models

Model Specifications

Context Length
20k
Max Output
—
Release Date
2025-10-31
Capabilities
chat tool_use
Input Modalities
text
Output Modalities
embeddings

Best For

  • Conversations, content writing, general assistance

Consider Alternatives For

  • Image understanding (needs vision capability)

💰 Real-World Cost Examples

Estimated monthly costs for common use cases

Personal AI Assistant
$0.07
/month
50 conversations/day, ~500 tokens each
Customer Service Bot
$2.25
/month
1000 tickets/day, ~800 tokens each
Calculate Your Custom Usage

Google Model Lineup

Compare all models from Google to find the best fit

Model Input Output Context Capabilities
Gemini Embedding 001 Current Free Free 20k chat tool_use
Gemma 3n 4B Free Free 33k chat
Gemini 2.5 Flash Image Preview (Nano Banana) Free Free 33k chat vision image_gen
Gemma 3n 2B (free) Free Free 8k chat tool_use
Gemma 1 2B Free Free 8k chat
Gemma 1 2B Free Free 8k chat
View All Google Models →

Similar Models from Other Providers

Cross-brand alternatives with similar capabilities

Mistral Codestral Embed 2505
Mistral
Input: $0.15
Output: Free
Context: 8k
Microsoft Phi 4 Multimodal Instruct
Microsoft
Input: $0.05
Output: $0.10
Context: 131k
DeepSeek DeepSeek R1 0528 Qwen3 8B
DeepSeek
Input: $0.06
Output: $0.09
Context: 131k
IBM Granite Granite 4.1 8B
IBM Granite
Input: $0.05
Output: $0.10
Context: 131k
Compare These Models

💡 Cheaper Alternatives

Same Brand (Google)

Gemma 3 4B
$0.02 $0.07 131k
Gemma 2 9B
$0.03 $0.09 8k
Gemma 3 12B
$0.03 $0.10 131k

Cross Brand

GTE-Base Other
$0.0050 Free 512
E5-Base-v2 Other
$0.0050 Free 512
paraphrase-MiniLM-L6-v2 Other
$0.0050 Free 512

🚀 Quick Start

Get started with Gemini Embedding 001 API

Google AI Python SDK 
import google.generativeai as genai

genai.configure(api_key="YOUR_API_KEY")
model = genai.GenerativeModel("gemini-embedding-001")

response = model.generate_content("Hello!")
print(response.text)

Resources

Continue Your Decision

Back to Google Add to Compare Calculate Cost