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 uses custom pricing, while MongoDB Atlas Vector Search ranges from $0–$56.94/per hour.

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See pricing on each vendor's site
Above-the-fold path — each link opens the vendor's pricing page in a new tab.
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 13d ago
View pricing →
MongoDB Atlas Vector Search
MongoDB Atlas Vector Search pricing starts at $0/month on the M0 Free tier, which provides
verified 9w 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 1w ago
Confidence Medium confidence
Sources 3 sourced facts
3 hidden-cost
Last verified 2mo 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
  • 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
2 documented
  • Unpredictable Scaling Costs
    5-15% of license costs
    2 sources
  • Dedicated Cluster Cost Cliff
    $600-$700/month
    1 source
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
No public ratings yet
Best for
Learning and exploring MongoDB in a cloud environment
Watch out
Pricing perceived as expensive compared to alternatives, especially at the dedicated tier
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.
Vector Databases

Qdrant

Custom pricing
/month
4 plans · Free tier
Full pricing breakdown →
VS
Vector Databases

MongoDB Atlas Vector Search

$0–$56.94
/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 Free /month Free /hour
Standard Custom $8 /hour
Premium Custom $56.94 /hour
Hybrid Cloud Custom

Cost at Scale

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

Qdrant

4 scenarios
$0/month
Small Project / Free Tier
$205/month ($2,460/year)
10M Vectors at 384 Dimensions (Standard Cloud)
$34
40M Vectors with Budget Quantization
$546/month depending on quantization strategy
See all 4 scenarios →

MongoDB Atlas Vector Search

5 scenarios
$0/month
Hobby / Development Project (M0 Free)
$8/month
Small Team (Flex Plan)
starting
$9/month
Small Team (Shared Cluster)
See all 5 scenarios →

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 2 hidden costs

medium
Unpredictable Scaling Costs 5-15% of license costs
high
Dedicated Cluster Cost Cliff $600-$700/month
See all MongoDB Atlas Vector Search hidden costs →

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