Qdrant vs MongoDB Atlas Vector Search: Vector Databases Pricing (2026)
Compare / Qdrant vs MongoDB Atlas Vector Search
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Team size
25 seats

Qdrant vs MongoDB Atlas Vector Search

Vector Databases pricing comparison · 2026

Qdrant has a free plan and quote-based paid plans, while MongoDB Atlas Vector Search is usage-based from $0.011 per hour.

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 Qdrant pricing
Free plan limits → Discount programs →
Visit MongoDB pricing
Free plan limits → Discount programs →
Compare
2 products · Vector Databases
Side-by-side · live
Qdrant
Qdrant pricing starts at $0 with the Free tier, which is available permanently on the mana
verified 4mo ago
View pricing →
MongoDB Atlas Vector Search
MongoDB Atlas Vector Search pricing starts at $0/month on the M0 Free tier, which provides
verified 10w 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
Usage-based
$0.011 per hour
see vendor pricing for volume tiers
What buyers actually pay
median, annual
Vendr deal-flow data. The real benchmark, not list price.
Median annual
$2.5K/yr
Vendr · n=3 · limited data
No Vendr data
—
Not in Vendr's deal flow
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 15 sourced facts
13 hidden-cost · Vendr median · 1 review platform
Last verified 3mo ago
Confidence Medium confidence
Sources 11 sourced facts
8 hidden-cost · 2 contract · 1 review platform
Last verified 2mo 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
5 documented
  • DevOps Tax for Self-Hosting
    $2,000-$3,500
    1 source
  • Data Transfer and Egress Fees
    $0.09/GB
    1 source
  • Heavy Metadata Storage
    1 source
  • Inference Token Overage
    1 source
  • Professional Services and Consultation
    1 source
5 documented
  • Unpredictable Scaling Costs
    5-15% of license costs
    2 sources
  • Dedicated Cluster Cost Cliff
    $600-$700/month
    1 source
  • Developer Support Subscription Continues After Cluster Deletion
    $5/month
    1 source
  • Paid Technical Support Required for Complex Issues
    5-15% of license costs
    2 sources
  • Forced Version Upgrades May Require More Expensive Cluster Tiers
    $56.94/month
    2 sources
REF · 04

Contract terms

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

Qdrant
MongoDB
Auto-renewal
Yes
Yes
Cancellation
90 days
—
Commitment
—
—
Price escalation
—
—
Can downgrade
—
—
Based on 2 verified sources (Vendr · TrustRadius · BBB)
REF · 05

What users say

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

User reviews
TrustRadius · Trustpilot · G2
G2
4.5out of 5 (12)
Best for
Testing and prototypes
Watch out
Cloud hosting costs scale steeply with vector count and dimensions
Trustpilot
1.1out of 5 (11)
Best for
Learning and exploring MongoDB in a cloud environment
Watch out
Poor and unresponsive customer support during critical outages, limited to documentation links
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Qdrant pricing
Free plan limits → Discount programs →
Visit MongoDB 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.
Vector Databases

Qdrant

Free plan; paid plans by quote
4 plans · Free tier
Full pricing breakdown →
VS
Vector Databases

MongoDB Atlas Vector Search

Free tier; usage-based, from $0.011 per hour
3 plans · Free tier
Full pricing breakdown →

Qdrant and MongoDB Atlas Vector Search are both vector databases 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 Qdrant MongoDB Atlas Vector Search
Free Tier Free /month Free /hour
Standard Custom $8 /hour
Premium Tier Custom $56.94 /hour
Hybrid Cloud Custom —

Cost at Scale

Total cost of ownership — licenses, implementation, and hidden costs included.

Qdrant

2 scenarios
$0/month
Small Project / Free Tier
$205/month ($2,460/year)
10M Vectors at 384 Dimensions (Standard Cloud)

MongoDB Atlas Vector Search

4 scenarios
$0/month
Hobby / Development Project (M0 Free)
$8/month
Small Team (Flex Plan)
starting
$9/month
Small Team (Shared Cluster)
See all 4 scenarios →

What Users Say

Qdrant

G2
4.5out of 5 (12)
Top complaints
  • Cloud hosting costs scale steeply with vector count and dimensions
  • Large-scale deployments (1B+ vectors) require contacting sales for custom pricing
  • Trade-offs between quantization options (binary vs. scalar) create uncertainty for budget-conscious users

MongoDB Atlas Vector Search

Trustpilot
1.1out of 5 (11)
Top complaints
  • Poor and unresponsive customer support during critical outages, limited to documentation links
  • Data loss and prolonged inaccessibility during regional AWS outages due to same-region backup defaults
  • Complicated multi-step account cancellation process spanning 72+ hours with time-sensitive codes

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Qdrant 10 hidden costs

high
DevOps Tax for Self-Hosting $2,000-$3,500
medium
Data Transfer and Egress Fees $0.09/GB
medium
Heavy Metadata Storage
medium
Inference Token Overage
medium
Professional Services and Consultation
See all Qdrant hidden costs →

MongoDB Atlas Vector Search 5 hidden costs

medium
Unpredictable Scaling Costs 5-15% of license costs
high
Dedicated Cluster Cost Cliff
medium
Developer Support Subscription Continues After Cluster Deletion $5/month
high
Paid Technical Support Required for Complex Issues 5-15% of license costs
high
Forced Version Upgrades May Require More Expensive Cluster Tiers $56.94/month
See all MongoDB Atlas Vector Search hidden costs →

Contract Terms

Term Qdrant MongoDB Atlas Vector Search
Auto-renewal Yes Yes
Cancellation 90 days —
Minimum commitment — —

Continue researching

Qdrant

MongoDB Atlas Vector Search

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