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Vertex AI Embeddings offers usage-based pricing from $0.000020–$0.200 per listed input unit as of August 2026. Plans: Gemini Embedding (usage-based), Embeddings for Text (Excluding Gemini Embedding) (usage-based), Gemini Embedding 2 (Unified Multimodal) (usage-based), and multimodalembedding (usage-based). Usage cost depends on the selected model and generation volume.

Use the interactive pricing calculator to estimate your exact cost based on team size and requirements.

  • Free tier: No free tier available

Vertex AI Embeddings offers 4 pricing tiers: Gemini Embedding, Embeddings for Text (Excluding Gemini Embedding), Gemini Embedding 2 (Unified Multimodal), multimodalembedding. Paid plans include Gemini Embedding (usage-based), Embeddings for Text (Excluding Gemini Embedding) (usage-based), Gemini Embedding 2 (Unified Multimodal) (usage-based). The Embeddings for Text (Excluding Gemini Embedding) plan is character-priced text embedding workloads.

Vertex AI Embeddings pricing negotiability depends on its billing model. Vertex AI Embeddings lists $0.00002-$0.2/listed input unit across 4 tiers (Gemini Embedding, Embeddings for Text (Excluding Gemini Embedding), Gemini Embedding 2 (Unified Multimodal)). Its main lever is annual vs monthly billing. Verified from 1 sources by CostBench.

Negotiation Tactics

At Vertex AI Embeddings's $0.00002-$0.2/listed input unit self-serve pricing across 4 tiers (Gemini Embedding, Embeddings for Text (Excluding Gemini Embedding), Gemini Embedding 2 (Unified Multimodal)), there is little room to move list price; the lever is annual billing, or volume pricing once you outgrow those tiers.

See the software negotiation guide for the full playbook.

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Frequently Asked Questions

01 Is Vertex AI Embeddings pricing negotiable?

Vertex AI Embeddings lists $0.00002-$0.2/listed input unit across 4 tiers (Gemini Embedding, Embeddings for Text (Excluding Gemini Embedding), Gemini Embedding 2 (Unified Multimodal)). How much room there is to negotiate depends on the billing model — self-serve list pricing leaves little room beyond choosing annual billing.

02 What discounts can I expect from Vertex AI Embeddings?

We don't have verified Vertex AI Embeddings-specific discount data yet, so we won't quote a number. Vertex AI Embeddings lists $0.00002-$0.2/listed input unit across 4 tiers (Gemini Embedding, Embeddings for Text (Excluding Gemini Embedding), Gemini Embedding 2 (Unified Multimodal)). See our negotiation guide for how to estimate your leverage.

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