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  3. MongoDB Atlas vs Upstash

MongoDB AtlasvsUpstash

Saas65
vs
Saas72
ScoresSignalsPricingFeatures

Score Comparison

65
Overall
72
50
Pricing
70
65
Usability
85
70
Performance
65
65
Support
60
75
Reliability
70
70
Onboarding
90
80
Security
70
75
Integrations
85
MongoDB AtlasUpstash

Signals Comparison

Pricing

MongoDB Atlas

  • Pricing gets expensive and complicated at scale(8/10)
  • Vendor lock-in with Atlas-specific APIs(8/10)
  • Data egress costs rack up quickly(7/10)
  • Backup costs add up beyond base pricing(6/10)

Upstash

  • Gets expensive at large scale(7/10)
  • Budget caps can disrupt service(5/10)
  • Prod Pack required for SLA and enterprise features(4/10)
Usability

MongoDB Atlas

  • Dashboard and UI need improvement(6/10)

Upstash

  • Advanced feature requests often anticipated(4/10)
Performance

MongoDB Atlas

  • Query performance can be sluggish(7/10)
  • Consumes more storage than relational databases(6/10)

Upstash

  • REST API adds latency vs TCP connections(6/10)
  • Slow query performance reported by some users(5/10)
  • Scaling during peak loads presents challenges(6/10)
Reliability

MongoDB Atlas

  • UAE region extended outage (March 2026)(8/10)

Upstash

  • Occasional data inconsistencies reported(6/10)
Customization

MongoDB Atlas

  • Configuration options hidden behind tiers(5/10)

Upstash

  • Some environments restrict port access(4/10)
Integrations

MongoDB Atlas

  • AWS VPC connection can be problematic(6/10)

Upstash

No signals

Support

MongoDB Atlas

No signals

Upstash

  • Documentation and support need improvement(4/10)

Pricing Comparison

MongoDB Atlas

Free (M0)
Free

Users: N/A

Storage: 512MB

Limits: 512MB limit, no VPC peering, no dedicated support, shared cluster performance

No backups, limited connections, shared resources affect performance
Flex Tier
$8/mo

Users: N/A

Storage: 5GB

Limits: Variable workloads only, not for consistent high-throughput

Storage charges extra, data transfer adds up, backup costs separate
Dedicated M10
Popular
$57/mo

Users: N/A

Storage: 10GB

Limits: Entry production tier, may need M30+ for significant workloads

Data transfer $0.02-0.15/GB, backup storage extra, Atlas Search indexing costs
Dedicated M30
$390/mo

Users: N/A

Storage: 40GB

Limits: ~$0.54/hour, still entry-level for larger workloads

All data transfer and backup costs apply, Atlas features may cost extra

Upstash

Free
Free

Users: N/A

Storage: 256MB

Limits: Commands limited, no RBAC, no advanced monitoring, rate limited when exceeded

No SLA, no Prod Pack features, limited to single region
Pay-as-you-go
Popular
$0.2/mo

Users: N/A

Storage: Up to 100GB

Limits: Budget cap causes rate limiting, no included SLA (requires Prod Pack)

Costs scale linearly - high traffic can get expensive quickly
Fixed (Pro)
$280/mo

Users: N/A

Storage: 10GB

Limits: Throughput limits may not suit high-traffic apps, Prod Pack separate

Limited requests/second (16K for 100GB). Bandwidth overage at $0.03/GB
Prod Pack (Add-on)
$100/mo

Users: N/A

Storage: N/A

Limits: Not available on Free tier, required for production-grade features

Per-database pricing, adds to base plan cost

Feature Comparison

FeatureMongoDB AtlasUpstash
Database
Document Database (NoSQL)

Flexible schemas

Serverless Redis

Pay-per-request

Infrastructure
Multi-Cloud (AWS/Azure/GCP)
Global Clusters
API
REST API

Edge compatible

Search
Atlas Search

Full-text search

Performance
Global Edge Caching

~5ms latency

Sub-ms Latency

REST adds overhead

AI
Vector Search

For AI/ML apps

Vector Database

For embeddings

Streaming
Kafka

Serverless

Reliability
Automatic Failover

Replica sets

SLA Included

Requires Prod Pack

Messaging
QStash

Serverless queues

Pricing
Free Tier (M0)

Perpetual, 512MB

Free Tier

256MB, 500K/mo

Transparent Pricing

Complex cost model

Connectivity
TCP Connections

Also available

Features
Built-in Auth/Storage

Needs external tools

Real-time Subscriptions

Limited vs Supabase