Nomic Embed vs OpenAI Embeddings Pricing | Costbench
Compare / Nomic Embed vs OpenAI Embeddings
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Team size
25 seats

Nomic Embed vs OpenAI Embeddings

Embedding APIs pricing comparison · 2026

Nomic Embed uses custom pricing, while OpenAI Embeddings ranges from $0.02–$0.13/per million tokens.

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See pricing on each vendor's site
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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 →
O
OpenAI Embeddings
OpenAI Embeddings is a pay-per-use API that converts text into dense vector representation
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 11 sourced facts
7 hidden-cost · 1 contract · 3 review platforms
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
  • Storage Costs for Embeddings
    $0.33 per GB per month
    1 source
  • Inflated Token Counts
    10-25%
    1 source
  • Fine-tuning Premiums
    50%
    1 source
  • Unpredictable Scaling
    $100–$400 per day
    1 source
  • Inefficient Architectures
    1 source
REF · 04

Contract terms

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

Nomic
OpenAI
Auto-renewal
Cancellation
Notice of non-renewal or scope reduction must be provided at least 30 days before the start of the next renewal term.
Commitment
$1,000 per month
Enterprise agreements often come with minimum annual spend commitments, such as $250K–$500K for certain discount tiers, or a mandatory annual commitment of 150 seats for ChatGPT Enterprise, setting a floor of approximately $108,000 per year.
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
TrustRadius
9out of 5 (610)
Trustpilot
1.5out of 5 (1,068)
G2
4.6out of 5 (2,734)
Watch out
Sometimes providing incorrect or outdated information.
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

OpenAI Embeddings

$0.02–$0.13
/per million tokens
3 plans
Full pricing breakdown →

Plan-by-Plan Pricing

Plan Nomic Embed OpenAI Embeddings
Local / Open-Source Free /month Custom
Atlas API (usage-based) Custom Custom
Enterprise Custom 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 →

OpenAI Embeddings 7 hidden costs

high
Storage Costs for Embeddings $0.33 per GB per month
medium
Inflated Token Counts 10-25%
high
Fine-tuning Premiums 50%
critical
Unpredictable Scaling $100–$400 per day
high
Inefficient Architectures
See all OpenAI Embeddings hidden costs →

Contract Terms

Term Nomic Embed OpenAI Embeddings
Auto-renewal
Cancellation Notice of non-renewal or scope reduction must be provided at least 30 days before the start of the next renewal term.
Minimum commitment $1,000 per month Enterprise agreements often come with minimum annual spend commitments, such as $250K–$500K for certain discount tiers, or a mandatory annual commitment of 150 seats for ChatGPT Enterprise, setting a floor of approximately $108,000 per year.

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