embeddingVery Cheap
Gemini Embedding 2
by Google
First natively multimodal embedding model supporting text, images, video, audio, and documents
Input Price
$0.2
per 1M tokens
Output Price
$0.2
per 1M tokens
Context Window
8.192K
tokens (3.072K max output)
Specifications
Release Date2026-03-10
Categoryembedding
Context Window8,192 tokens
Max Output3,072 tokens
Capabilities
textvisionaudiovideoembeddings
Related Use Cases
💬
AI Chatbot
Calculate the API cost of running a customer support or conversational AI chatbot.
~2,000 in · ~500 out
📄
Document Summarizer
Calculate how much it costs to summarize documents, reports, and articles with AI.
~8,000 in · ~1,000 out
✍️
Content Generation
Calculate the cost of generating blog posts, marketing copy, and articles with AI.
~1,500 in · ~3,000 out
🖼️
Image Analysis
Calculate the cost of analyzing images with AI vision models.
~6,000 in · ~500 out
🔍
Data Extraction
Calculate the cost of extracting structured data from unstructured text with AI.
~3,000 in · ~1,500 out
🌐
AI Translation
Calculate the cost of translating text with AI language models.
~2,000 in · ~2,500 out
Monthly Cost Estimates
| Usage Level | Daily Tokens | Daily | Monthly | Yearly |
|---|---|---|---|---|
| Light~50 requests/day | 100K in / 20K out | $0.02 | $0.72 | $9 |
| Medium~200 requests/day | 500K in / 100K out | $0.12 | $3.60 | $44 |
| Heavy~1K requests/day | 2,000K in / 500K out | $0.50 | $15.00 | $183 |
| Enterprise~5K requests/day | 10,000K in / 2,000K out | $2.40 | $72.00 | $876 |
Cost Calculator
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Frequently Asked Questions
How much does Gemini Embedding 2 API cost per million tokens?▼
Gemini Embedding 2 costs $0.2 per million input tokens and $0.2 per million output tokens as of 2026. These are the standard API rates from Google.
What is the Gemini Embedding 2 context window?▼
Gemini Embedding 2 supports a 8.192K context window (8,192 tokens), which means you can process up to 8.192K tokens in a single API call.
How much does Gemini Embedding 2 cost per month?▼
At medium usage (~200 requests/day with 500K input and 100K output tokens/day), Gemini Embedding 2 costs approximately $3.60/month. Light usage runs about $0.72/month, and heavy usage (~1K requests/day) around $15.00/month.
Is there a cheaper alternative to Gemini Embedding 2?▼
Yes — Gemini 2.0 Flash-Lite by Google is a cheaper option at $0.075/M input tokens vs $0.2/M for Gemini Embedding 2. Other budget alternatives include models in the efficient tier.
Is Gemini Embedding 2 good for ai chatbot?▼
Gemini Embedding 2 is a embedding model with support for text, vision, audio. For ai chatbot, it offers 8.192K context and costs $0.2/M input tokens — a budget-friendly choice for this use case.
Gemini Embedding 2 Comparisons
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