Cohere API vs Mixedbread: Embedding APIs Pricing (2026)
Compare / Cohere API vs Mixedbread
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Team size
25 seats

Cohere API vs Mixedbread

Embedding APIs pricing comparison · 2026

Cohere API pricing ranges from $0–$15/per million tokens, while Mixedbread ranges from $0–$20/month. Cohere API is typically 25% more affordable, though your actual cost depends on tier and team size.

Visit
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 Mixedbread pricing
Free plan limits → Discount programs →
Compare
2 products · LLM API Providers
Side-by-side · live
Cohere API
Cohere is purpose-built for enterprise retrieval-augmented generation (RAG).
verified 6w ago
View pricing →
Mixedbread
Mixedbread pricing starts with a permanently free Starter plan at $0/month.
verified 22d ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Usage-based
$1 per 1M tokens
see vendor pricing for volume tiers
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 2 sourced facts
1 hidden-cost · Vendr median
Last verified 1mo ago
Confidence Limited confidence
Sources 17 sourced facts
15 hidden-cost · 1 contract · 1 review platform
Last verified 3w 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 · 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
1 documented
  • Pricing Jump After Free Trial Tier
    5-15% of license costs
    1 source
5 documented
  • Scaling Challenges
    $3,500 per month
    1 source
  • Re-embedding Data
    1 source
  • Inefficient API Usage
    79% reduction
    1 source
  • Token-based pricing
    1 source
  • Agent and tool interaction
    1 source
REF · 04

Contract terms

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

Cohere
Mixedbread
Auto-renewal
✓ No
—
Cancellation
—
—
Commitment
—
$20 per month
Price escalation
—
—
Can downgrade
✓ Yes
—
Based on 1 verified source (Vendr · TrustRadius · BBB)
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
Evaluation and prototyping
Watch out
Price-to-performance ratio considered uncompetitive versus GPT-4o and Claude Sonnet
Trustpilot
2.8out of 5 (170)
Best for
Hobbyists and evaluators trying Mixedbread
Watch out
Missing Integrations and Organization: Some users have noted a lack of integrations for certain key platforms they use. Additionally, the organization of scenarios is limited to folders, with no options for subfolders or tags, which users find problematic.
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 Mixedbread pricing
Free plan limits → 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.
Option A

Cohere API

$0–$15
/per million tokens
4 plans · Free tier
Full pricing breakdown →
VS
Option B

Mixedbread

$0–$20
/month
3 plans · Free tier
Full pricing breakdown →

Cohere API and Mixedbread are both embedding apis competitors. This page compares their list pricing tier by tier so you can see which is cheaper for your workload shape.

Plan-by-Plan Pricing

Plan Cohere API Mixedbread
Trial (Free) Free /month Free /month
Pay-as-you-go (Legacy Models) Custom $20 /month
Model Vault (Dedicated Instances) Custom Custom
Enterprise (Current Models) Custom —

Contract Terms

Term Cohere API Mixedbread
Auto-renewal No —
Cancellation — —
Minimum commitment — $20 per month
Can downgrade Yes —

Continue researching

Cohere API

Mixedbread

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