Business Intelligence & Dashboards
4.4/5.0
VerifiedFreemiumLast technical review:
Markdown for AI (.md)

Deepnote

Collaborative data science and analytics workspace with Python and SQL support.

Pricing

$0/mo

Freemium
Score

4.4/5

  1. FreeFree
  2. $49/moTeam
  3. FreeEnterprise
Certifications
2
Last technical review
2026-10-31
Available plansVisit website (opens in a new tab)

Technical Overview

Deepnote is a web-based data science and analytics notebook designed for real-time team collaboration. It connects data sources, executes SQL queries and Python code, builds interactive applications, and automates workflows using AI agents. Built for data engineers, analysts, and scientists seeking a shared workspace beyond traditional Jupyter. It is deployed as managed cloud service with API integration options.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Real-time multi-user collaboration similar to Google Docs for notebooks.
  • Native integration with multiple SQL data sources and relational databases.
  • Generation of interactive applications and dashboards directly from code.

Technical Considerations

  • Heavy computational workloads require scaling paid cloud resources.
  • Limited flexibility for advanced local configurations compared to pure self-hosted Jupyter environments.

Technical Capabilities & Features

5/7
Included:REST & GraphQL API
Included:SSO / SAML Authentication
Not available:Self-Hosted Option
Included:Full Data Export
Included:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Included:Immutable Audit Logs
Scorecard
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Technical Scorecard: Deepnote

85/100
DX & Tech Documentation
Excellent
90/100
Pricing Fairness
Excellent
80/100
Security & Governance
Excellent
85/100
Data Portability & Sovereignty
Excellent
85/100
Performance & Reliability
Excellent
85/100

Time to Value & Fit by Segment: Deepnote

Estimated Time-to-Value< 1 hour (Immediate)

Near-instantaneous deployment with minimal technical friction.

Learning CurveModerate (Standard)

Requires consulting technical documentation and basic credentials setup.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
90%
Mid-Market & Scaleup50 to 500 members
85%
Corporate Enterprise500+ members
70%
Pricing & TCO
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Pricing

$0.00/mo

Model: FREEMIUM.

Available plans:

  • Free$0/mo
  • Team$49/mo
  • Enterprise$0/mo

Free Tier Verification:

  • No credit card required
  • Commercial use allowed
  • Monthly recurring quota reset
  • No mandatory watermarks
Get Deepnote (opens in a new tab)

Billing Risks & Hidden Clauses: Deepnote

Free Tier Limits:

Includes access for small teams with basic compute resources and core notebook sharing capabilities.

Audited Billing Critical Points:
  • Compute resource costs can increase significantly when running heavy machine learning models or large data queries on cloud instances.
Total Cost of Ownership (TCO) Projection: Deepnote$0.00/mo
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
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Indie / Solo (1 active user)

Solo developer or independent technical founder.

Base Monthly Cost
$49/month
1 active user
12-Month Investment
$500/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$1,500total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 1 active user

Calculated infrastructure: VPS 1 vCPU / 2GB RAM (~$5) + 0.5h DevOps/mes ($20)

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSavings of $200/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$640/month
10 active users
12-Month Investment
$6,528/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$19,584total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 2 active users

Calculated infrastructure: VPS 2 vCPU / 8GB RAM (~$15) + 2h DevOps/mes ($80)

Annual VPS + DevOps Cost$1,140/year
Differential vs SaaS LicensingSavings of $5,388/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$1,600/month
25 active users
12-Month Investment
$16,320/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$48,960total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 6 active users

Calculated infrastructure: Cluster VPS 4 vCPU / 16GB RAM (~$45) + 6h DevOps/mes ($240)

Annual VPS + DevOps Cost$3,420/year
Differential vs SaaS LicensingSavings of $12,900/year
Scaleup (100 active users)

Established organization with enterprise security policies and mandatory SAML/SSO.

Base Monthly Cost
$6,400/month
100 active users
12-Month Investment
$65,280/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$195,840total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 15 active users

Calculated infrastructure: Infraestructura HA redundante + Backups (~$150) + 16h DevOps/mes ($640)

Annual VPS + DevOps Cost$9,480/year
Differential vs SaaS LicensingSavings of $55,800/year
Usage Surcharges & Bill Shock Simulator: DeepnoteWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
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Prototype / MVP (10 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$49/mo
Fixed subscription or contracted tier
Overage Penalty
+$1/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$50/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Suitable for development; verify concurrent connection limits.

Base Production (50 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$49/mo
Fixed subscription or contracted tier
Overage Penalty
+$8/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$57/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Implement table compression policies and temporal partitioning.

Active Growth (250 GB)

Included base quota in plan: 5 GB.
Moderate Risk / Monitor Quota
Base Monthly Rate
$49/mo
Fixed subscription or contracted tier
Overage Penalty
+$44/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$93/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Offload cold backups to standard object storage (S3).

Large Scale (1.000 GB (1 TB))

Included base quota in plan: 5 GB.
Critical Risk / Severe Bill Shock
Base Monthly Rate
$49/mo
Fixed subscription or contracted tier
Overage Penalty
+$179/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$228/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Migrate to dedicated instance or self-hosted cluster to curtail I/O fees.

Procurement Strategy & Discounts: DeepnoteB2B Negotiation Playbook
Corporate executive level with highest authority to approve budgetary exceptions.
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Fair Market Price & B2B Procurement Benchmark

Non-renewal notice: 30 days before expirationMedian achieved discount: -12%
Public List Price
Custom / Contact
100% baseline
Audited Market Average
-12% median
~88% of list price
Optimized Target Price
-20% target
Max achievable discount (Q4 / multi-year): -20%

Verified Tactical Savings Levers

  • Annual Upfront PrepayUp to -15%

    Consolidated discount for upfront annual billing versus monthly rate.

  • Volume Seat TiersUp to -20%

    Tiered volume pricing discounts when exceeding team seat thresholds.

Security & Data Exit
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Compliance & Security Standards: Deepnote

SOC 2 Type IIAudited
ISO 27001Not reported
GDPR / RGPDAudited
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇺🇸United States [US]Subject to US CLOUD ActGDPR DPA Available
SSO Availability (SAML Enterprise)
Enterprise-Only SSO
Data Residency
USEUAWS
AI Privacy Policy
Opt-out available
Data Liberation & Migration Runbook: DeepnoteIPYNB · JSON · PY
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
IPYNBJSONPY
Password Hash Portability
Locked: Proprietary Algorithm / No Export

Credential hashes are guarded under proprietary algorithms and cannot be exported.

CLI Command / Rescue Endpoint
GET /api/v1/projects/export
Exit Protocol & Migration Notes

Export notebooks in standard .ipynb format and extract connected dataset definitions via API.

Deployment & Infrastructure Requirements: DeepnoteDocker
Hardware specs and Docker directives to run on local servers, dedicated VPS, or Kubernetes without telemetry leak to the cloud.
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Minimum Memory1 GB RAM (Recommended)
Compute CPU1 vCPU
Runtime / LanguageTypeScript / Go / Rust
Code LicenseOpen Source
Docker CLI Directive
docker run -d --name deepnote -p 8080:8080 deepnote:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of Deepnote

83/100 Technical Trust

Frequent Praises in Production

  • Real-time multi-user collaboration similar to Google Docs for notebooks.
  • Native integration with multiple SQL data sources and relational databases.
  • Generation of interactive applications and dashboards directly from code.

Reported Production Frictions

  • Heavy computational workloads require scaling paid cloud resources.
  • Limited flexibility for advanced local configurations compared to pure self-hosted Jupyter environments.
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Frequently Asked Technical Questions (Deepnote)

How does Deepnote connect to external databases?

Deepnote provides native integrations with popular data warehouses such as Snowflake, BigQuery, PostgreSQL, and MySQL using secure connectors.

Is it compatible with standard Jupyter Notebook files?

Yes, Deepnote uses the standard .ipynb file format, allowing users to import and export existing notebooks without losing compatibility.

Does it offer real-time team collaboration features?

It allows multiple users to edit the same notebook simultaneously, comment on specific blocks, and share results instantly.

Direct Alternatives

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