OpenAI Embeddings vs Vertex AI Embeddings

Name: Vertex AI Embeddings
Brand: Vertex AI Embeddings
Availability: OnlineOnly

Embedding APIs pricing comparison · 2026

OpenAI Embeddings pricing ranges from $0.02–$0.13/per million tokens, while Vertex AI Embeddings ranges from $0.075–$0.25/per million tokens. OpenAI Embeddings is typically 57% more affordable, though your actual cost depends on tier and team size.

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2 products · Embedding APIs

Side-by-side · live

OpenAI Embeddings

OpenAI Embeddings is a pay-per-use API that converts text into dense vector representation

verified 23d ago

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Vertex AI Embeddings

Vertex AI Embeddings is Google Cloud's managed embedding API, providing access to multiple

verified 23d ago

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Estimated license cost

at 25 seats

List price × seats. Click a tier below to lock it.

Pricing model unknown

no public list price found

Pricing model unknown

no public list price found

REF · 01

Sources & confidence

Every dollar amount and contract clause below traces back to a sourced fact. We don't manufacture composite scores.

Where this data comes from

Vendr · TrustRadius · Reddit · BBB · official docs

Sources No structured sources

Last verified 3w ago

Confidence Limited confidence

Sources No structured sources

Last verified 3w ago

Confidence Limited confidence

REF · 02

Plans at a glance

Every tier per product. Lock one to drive the cost row above and reveal a tier-specific outbound CTA.

Tier ladder

Click a tier to lock the cost row to it. Locking surfaces a tier-specific Visit CTA.

REF · 03

Hidden costs

Each cost is severity-ranked, with the dollar range quoted from its source (Vendr, Reddit, TrustRadius, BBB, official docs) — never our estimate.

Beyond the sticker

Severity-ranked, sourced

No hidden costs documented

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Each link opens the vendor's pricing page in a new tab.

Visit OpenAI pricing

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Visit Vertex pricing

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License cost is computed from publicly listed plans (real math, list price × seats). Median annual cost is from Vendr's deal flow when available — see source badges. Hidden costs and contract terms each cite their own sources. We do not invent composite scores.

Embedding APIs