Nomic Embed vs Vertex AI Embeddings Pricing | Costbench
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25 seats

Nomic Embed vs Vertex AI Embeddings

Embedding APIs pricing comparison · 2026

Nomic Embed uses custom pricing, while Vertex AI Embeddings ranges from $0.075–$0.25/per million tokens.

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2 products · Embedding APIs
Side-by-side · live
N
Nomic Embed
Nomic Embed is free to use via the Local / Open-Source tier, which provides full model wei
verified 9w ago
View pricing →
V
Vertex AI Embeddings
Vertex AI Embeddings is Google Cloud's managed embedding API, providing access to multiple
verified 7w 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 8 sourced facts
7 hidden-cost · 1 contract
Last verified 2mo ago
Confidence Medium confidence
Sources 18 sourced facts
17 hidden-cost · 1 contract
Last verified 1mo 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
5 documented
  • AWS Infrastructure Costs
    1 source
  • DevOps Time
    $18,000 per year
    1 source
  • GPU Spot Instance Interruptions
    1 source
  • Model Evaluation Overhead
    1 source
  • Throughput Engineering
    1 source
5 documented
  • Idle Endpoints
    up to $7,889
    1 source
  • Data Storage Fees
    $0.170/GB-month
    1 source
  • Network Usage Charges (Egress)
    up to $0.23/GB
    1 source
  • Long Conversation Context
    1 source
  • Associated Google Cloud Services
    $800 per month
    1 source
REF · 04

Contract terms

The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.

Nomic
Vertex
Auto-renewal
Yes
Cancellation
within the first 30 days for some annual plans purchased through partners
Commitment
$1,000 per month
no upfront commitment for general usage-based pricing
Price escalation
Can downgrade
REF · 05

What users say

Aggregated, with sample sizes. We use whichever review platform has data.

User reviews
TrustRadius · Trustpilot · G2
No public ratings yet
Best for
Developers self-hosting embeddings
No public ratings yet
Watch out
Complex and Unpredictable Pricing
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
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

Nomic Embed

Custom pricing
/per million tokens
3 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 Nomic Embed Vertex AI Embeddings
Local / Open-Source Free /month Custom
Atlas API (usage-based) Custom Custom
Enterprise Custom Custom
Gemini Embedding 2 (multimodal) Custom

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Nomic Embed 7 hidden costs

medium
AWS Infrastructure Costs
high
DevOps Time $18,000 per year
critical
GPU Spot Instance Interruptions
medium
Model Evaluation Overhead
high
Throughput Engineering
See all Nomic Embed hidden costs →

Vertex AI Embeddings 17 hidden costs

high
Idle Endpoints up to $7,889
medium
Data Storage Fees $0.170/GB-month
medium
Network Usage Charges (Egress) up to $0.23/GB
high
Long Conversation Context
medium
Associated Google Cloud Services $800 per month
See all Vertex AI Embeddings hidden costs →

Contract Terms

Term Nomic Embed Vertex AI Embeddings
Auto-renewal Yes
Cancellation within the first 30 days for some annual plans purchased through partners
Minimum commitment $1,000 per month no upfront commitment for general usage-based pricing

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