Jina Embeddings vs Mixedbread: Embedding APIs Pricing (2026)
Compare / Jina Embeddings vs Mixedbread
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Team size
25 seats

Jina Embeddings vs Mixedbread

Embedding APIs pricing comparison · 2026

Jina Embeddings pricing ranges from $0–$500/per million tokens, while Mixedbread ranges from $0–$20/month. Mixedbread is typically 96% 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 Jina pricing
Free plan limits → Discount programs →
Visit Mixedbread pricing
Free plan limits → Discount programs →
Compare
2 products · Embedding APIs
Side-by-side · live
Jina Embeddings
Jina Embeddings pricing starts with a Toy Experiment plan at $0, giving developers limited
verified 23d 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
Custom rates
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
2 hidden-cost
Last verified 3w 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
2 documented
  • Pay-Per-Call Cost Scaling at Volume
    5-15% of license costs
    1 source
  • Usage-Based Cost Accumulation at Scale
    5-20% 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 · 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 evaluating Jina embeddings for non-commercial projects
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 Jina 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.
Embedding APIs

Jina Embeddings

$0–$500
/per million tokens
4 plans · Free tier
Full pricing breakdown →
VS
Embedding APIs

Mixedbread

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

Jina Embeddings 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 Jina Embeddings Mixedbread
Toy Experiment Free /month Free /month
Prototype Development $50 /one-time token pack $20 /month
Production $500 /one-time token pack Custom
Premium Custom —

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Jina Embeddings 2 hidden costs

medium
Pay-Per-Call Cost Scaling at Volume 5-15% of license costs
medium
Usage-Based Cost Accumulation at Scale 5-20% of license costs
See all Jina Embeddings hidden costs →

Mixedbread 15 hidden costs

high
Scaling Challenges $3,500 per month
high
Re-embedding Data
medium
Inefficient API Usage 79% reduction
high
Token-based pricing
medium
Agent and tool interaction
See all Mixedbread hidden costs →

Continue researching

Jina Embeddings

Mixedbread

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