Google

Gemini Embedding 2

CTX8K

Embedding · Vision

Input$0.20/M

Output—

Multimodal embedding model mapping text, images, video, audio, and PDFs into a unified embedding space

PaidProprietary885/1044

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GoogleEmbeddingCommon

Gemini Embedding 2

Multimodal embedding model mapping text, images, video, audio, and PDFs into a unified embedding space

gemini-embedding-2

Type: Embedding
Quality: Not rated yet
Context window: 8,192 tokens
Max output: 1 tokens
Input price: $0.20 / 1M tokens
Output price: Not billed
Cache read: —
Cache write: —
Released: Apr 22, 2026
Knowledge cutoff: Nov 2025
Takes in: Text, Image, Audio, Video, PDF
Puts out: Text
Reasoning: No
Tool calling: No
Structured output: No
File attachments: Yes
Access: Paid
License: Proprietary
Rarity: Common
Set number: 885/1044

Open Google docs Where to run it 5 Evolution 2/2 Meet its creature Battle llama-nemotron-embed-vl-1b-v2

Weights aren’t public. Use is governed by Google’s terms. Specs from models.dev, last changed Oct 19, 2026. Official source: ai.google.dev.

How good is it?

Public leaderboard scores for Gemini Embedding 2, refreshed daily from Epoch AI and LMArena.

No public leaderboard lists Gemini Embedding 2 yet. Epoch AI and LMArena cover most chat, image, and video models from the big labs; embeddings, speech, and small open models mostly go unrated.

Where to run it

5 providers sell Gemini Embedding 2 through an API. Prices are per million tokens, cheapest first.

CheapestGoogle$0.20
From the labGoogle$0.20

API providers

Provider	Price	Context
GoogleOfficialCheapest paid`gemini-embedding-2`	$0.20	8K
Merge Gateway`google/gemini-embedding-2`	$0.20	8K
Tempr Gateway`google/gemini-embedding-2`	$0.20	8K
SAP AI Core`gemini-embedding-2`	—	8K
Vercel AI Gateway`google/gemini-embedding-2`	—	—

From models.dev and Hugging Face, checked daily. Resellers’ listings can lag behind their price pages, so confirm with the provider before you commit.

Face off

Current embedding models from other labs at a similar output price.