Price check $0.000020–$0.200 per listed input unit 17 published rates · pay as you go

Vertex AI Embeddings Usage Pricing

Model Unit Rate
Online input 1,000 input tokens $0.00015
Batch input 1,000 input tokens $0.00012
  • Online and batch output requests have no charge.
Model Unit Rate
Online input 1,000 characters $0.000025
Batch input 1,000 characters $0.000020
  • Online and batch output requests have no charge.
Model Unit Rate
Online text input 1M tokens $0.200
Batch text input 1M tokens $0.100
Online image input image $0.00012
Batch image input image $0.000060
Online video input frame $0.00079
Batch video input frame $0.00040
Online audio input second $0.00016
Batch audio input second $0.000080
  • No charges for output tokens.
Model Unit Rate
Embeddings for Multimodal: Text 1,000 characters input $0.00020
Embeddings for Multimodal: Image image input $0.00010
Embeddings for Multimodal: Video Plus second of video $0.002
Embeddings for Multimodal: Video Standard second of video $0.001
Embeddings for Multimodal: Video Essential second of video $0.00050
  • Video Plus provides up to 15 embeddings per minute of video.
  • Video Standard provides up to 8 embeddings per minute of video.
  • Video Essential provides up to 4 embeddings per minute of video.
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Quick Answer
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Vertex AI Embeddings uses usage-based pricing from $0.000020 to $0.200 per listed input unit as of August 2026. Usage cost depends on the selected model and generation volume.

Last verified: | Sources: 1 pricing pages and reviews

How much does Vertex AI Embeddings cost?

Vertex AI Embeddings uses usage-based pricing from $0.000020–$0.200 per listed input unit. The published rate card contains 17 per-generation prices; there is no monthly subscription price for this API tier.

Vertex AI Embeddings Pricing Overview

Vertex AI Embeddings uses usage-based pricing from $0.000020–$0.200 per listed input unit across 17 published rates.

This pricing was last verified in August 10, 2026 from 1 independent source.

View Vertex AI Embeddings API Pricing

Vertex AI Embeddings currently publishes four embedding offerings with 17 charged input rates. Units differ by offering: tokens, characters, images, video frames, audio seconds, and video seconds. The detailed rate card below preserves each vendor-listed unit.

How Vertex AI Embeddings Pricing Compares

Compare Vertex AI Embeddings pricing against top alternatives in Embedding APIs.

Jina Embeddings $0-$500 per million tokens Compare → Mixedbread $0-$20/month Compare → Nomic Embed Custom pricing Compare →

Compare Vertex AI Embeddings vs Alternatives

Before committing to Vertex AI Embeddings, compare pricing with these 3 alternatives in the same category.

VSJina Embeddings
Free

Developers evaluating Jina embeddings for non-commercial projects

Full comparison
VSMixedbread
Free

Hobbyists and evaluators trying Mixedbread

Full comparison
VSNomic Embed
Custom

Developers self-hosting embeddings

Full comparison

All Vertex AI Embeddings alternatives & migration guides

How Vertex AI Embeddings Pricing Compares

Software Starting Price Top Price
Vertex AI Embeddings $0.000020 $0.200 per listed input unit
Jina Embeddings Free $500 per million tokens
Mixedbread Free $20/month
Nomic Embed Custom Custom
Voyage AI Free $0.18 per million tokens
OpenAI Embeddings $0.02 per million tokens $0.13 per million tokens

Detailed pricing comparisons:

Browse all Embedding APIs pricing →

Vertex AI Embeddings Pricing FAQ

01 How much does Gemini Embedding cost?

Gemini Embedding input costs $0.00015 per 1,000 tokens online and $0.00012 per 1,000 tokens in batch. Output has no charge.

02 How much do non-Gemini text embeddings cost?

Embeddings for Text, excluding Gemini Embedding, costs $0.000025 per 1,000 characters online and $0.00002 in batch. Output has no charge.

03 How is Gemini Embedding 2 priced?

Gemini Embedding 2 charges separately by modality. Online and batch text input cost $0.20 and $0.10 per 1M tokens; image input costs $0.00012 and $0.00006 per image; video costs $0.00079 and $0.0004 per frame; audio costs $0.00016 and $0.00008 per second.

04 What does multimodalembedding cost?

multimodalembedding costs $0.0002 per 1,000 text characters, $0.0001 per image, and $0.0020, $0.0010, or $0.0005 per video second for Plus, Standard, or Essential density.

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