Cohere Embed vs Vertex AI Embeddings Pricing | Costbench
Compare / Cohere Embed vs Vertex AI Embeddings
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25 seats

Cohere Embed vs Vertex AI Embeddings

Embedding APIs pricing comparison · 2026

Cohere Embed pricing ranges from $0.1–$0.12/month, while Vertex AI Embeddings ranges from $0.075–$0.25/per million tokens. Cohere Embed is typically 33% more affordable, though your actual cost depends on tier and team size.

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See pricing on each vendor's site
Above-the-fold path — each link opens the vendor's pricing page in a new tab.
Visit Cohere pricing
Free plan limits → Discount programs →
Visit Vertex pricing
Discount programs →
Compare
2 products · Embedding APIs
Side-by-side · live
C
Cohere Embed
Cohere Embed is a hosted embedding API offering state-of-the-art text embeddings for seman
verified 23d ago
View pricing →
V
Vertex AI Embeddings
Vertex AI Embeddings is Google Cloud's managed embedding API, providing access to multiple
verified 23d ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Pricing model unknown
Pricing model unknown
no public list price found
Pricing model unknown
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
No hidden costs documented
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Cohere pricing
Free plan limits → Discount programs →
Visit Vertex pricing
Discount programs →
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

Cohere Embed

$0.1–$0.12
/month
4 plans · Free tier
Full pricing breakdown →
VS
Embedding APIs

Vertex AI Embeddings

$0.075–$0.25
/per million tokens
4 plans
Full pricing breakdown →

Plan-by-Plan Pricing

Plan Cohere Embed Vertex AI Embeddings
Trial Free /month Custom
Embed v3 English (Pay-as-you-go) Custom Custom
Embed v3 Multilingual (Pay-as-you-go) Custom Custom
Embed 4 (Pay-as-you-go) Custom Custom

Continue researching

Cohere Embed

Vertex AI Embeddings

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