Seminal AI
§1

Gemini Embedding 2

Google's first multimodal embedding model — one unified space for text, image, audio, video and PDF, with Matryoshka dimensions 128-3072 (768/1536/3072 recommended).

Data checked 2026-09-06

Google DeepMind ga gemini-embedding-2

Context window
8.2K tokens in
Max output
Input
$0.20 per 1M tokens
Output
$0.00 per 1M tokens
Blended
$0.15 3:1 in:out
Released
2026-04
Licence
proprietary

A What it is for

Text $0.20/1M, image $0.45/1M ($0.00012/image), audio $6.50/1M, video $12.00/1M ($0.00079/frame); embeddings have no output charge.

At a three-to-one input-to-output ratio, Gemini Embedding 2 costs $0.15 per million tokens blended. A workload of one million input and 330,000 output tokens per day would run about $6.00 per month at list price, before caching or batch discounts.

B Capabilities

batch
Input modalitiestext, image, audio, video, pdf
Output modalitiestext
Batch discount50% off asynchronous requests

C Others from Google DeepMind

Model Context Max out In $/M Out $/M Blended Status
Gemini 3.8 Flash gemini-3.8-flash 1M 65.5K $0.75 $3.75 $1.50 ga
Gemini 3.7 Flash gemini-3.7-flash 1M 65.5K $0.75 $3.75 $1.50 ga
Gemini 3.6 Flash gemini-3.6-flash 1M 65.5K $0.75 $3.75 $1.50 ga
Gemini 3.5 Flash gemini-3.5-flash 1M 65.5K $1.50 $9.00 $3.38 ga
Gemini 3.5 Flash-Lite gemini-3.5-flash-lite 1M 65.5K $0.30 $2.50 $0.85 ga
Gemini 3.1 Flash-Lite gemini-3.1-flash-lite 1M 65.5K $0.25 $1.50 $0.56 ga
Gemini 3.1 Pro Preview gemini-3.1-pro-preview 1M 65.5K $2.00 $12.00 $4.50 preview
Gemini 3 Flash Preview gemini-3-flash-preview 1M 65.5K $0.50 $3.00 $1.13 preview
Gemini 2.5 Pro gemini-2.5-pro 1M 65.5K $1.25 $10.00 $3.44 ga
Gemini 2.5 Flash gemini-2.5-flash 1M 65.5K $0.30 $2.50 $0.85 ga
Gemini 2.5 Flash-Lite gemini-2.5-flash-lite 1M 65.5K $0.10 $0.40 $0.18 ga
Gemini 2.5 Computer Use Preview gemini-2.5-computer-use-preview-10-2025 128K 64K $1.25 $10.00 $3.44 preview

D Verify before you commit

Model pricing changes without notice and this page is a snapshot. Confirm against the vendor's own page before you build a budget on it.

Source: ai.google.dev · checked 2026-09-06 · Google DeepMind pricing · API docs