Cohere Embed vs Mixedbread
Embedding APIs pricing comparison · 2026
Cohere Embed pricing ranges from $0–$3250/month, while Mixedbread ranges from $0–$20/month. Mixedbread is typically 99% more affordable, though your actual cost depends on tier and team size.
C
Cohere Embed
Cohere Embed is a hosted embedding API offering state-of-the-art text embeddings for seman
verified 24d ago
View pricing →
Mixedbread
Mixedbread pricing starts with a permanently free Starter plan at $0/month.
verified 28d ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Model Vault – Embed 4 Medium
$975K/yr
year 1 license · $3.3K/seat
Usage-based
$1.5 per 1M tokens
see vendor pricing for volume tiers
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
4 sourced facts
3 hidden-cost · 1 contract
Last verified
3w ago
Confidence
Limited confidence
Sources
17 sourced facts
15 hidden-cost · 1 contract · 1 review platform
Last verified
4w ago
Confidence
Medium 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 · 04
Contract terms
The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.
Cohere
Mixedbread
Auto-renewal
—
—
Cancellation
Subscriptions purchased through AWS Marketplace have no end date and may be canceled any time, but no refunds are offered.
—
Commitment
✓
Commit-based billing (monthly or annual) is available for Model Vault dedicated instances.
$20 per month
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
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.
VS
Plan-by-Plan Pricing
| Plan | Cohere Embed | Mixedbread |
|---|---|---|
| Trial | Free /user/month | Free /month |
| Model Vault – Embed 4 Small | $2.5K /user/month | $20 /month |
| Model Vault – Embed 4 Medium | $3.3K /user/month | Custom |
Contract Terms
| Term | Cohere Embed | Mixedbread |
|---|---|---|
| Auto-renewal | — | — |
| Cancellation | Subscriptions purchased through AWS Marketplace have no end date and may be canceled any time, but no refunds are offered. | — |
| Minimum commitment | Commit-based billing (monthly or annual) is available for Model Vault dedicated instances. | $20 per month |