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Business Intelligence · head to head

Deepnote vs Soketi

Deepnote logo

Deepnote

Business Intelligence

Collaborative cloud workspace for data analytics and machine learning

From
Free
Free plan
Yes
Visit DeepnoteFull review
Soketi logo

Soketi

Developer Tools

Self-hosted, Pusher-compatible WebSockets server with a stalled maintenance record

From
Free
Free plan
Yes
Visit SoketiFull review

The short version

  • Deepnote is a collaborative cloud-based workspace.
  • Soketi is free; Deepnote starts at $39/mo.
  • Only Deepnote lists collaborative notebooks; only Soketi lists pusher protocol compatibility.
  • Where Deepnote falls short: free plan limited to 3 editors, restricting team usage.
  • Where Soketi falls short: there is no commercial support to buy, so a production incident at three in the morning is entirely your problem with no escalation path.
  • Prices and features on this page were last checked on 31 August 2026.

Where they differ

Only the attributes on which Deepnote and Soketi actually diverge.

Attributes where Deepnote and Soketi differ
AttributeDeepnoteSoketi
Pricing modelSubscription with free tierOpen source, no licence fee
PlatformsWeb, APILinux, macOS, Windows
CategoryBusiness IntelligenceDeveloper Tools

Identical on both: starting price (Free), free tier (Yes).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Deepnote

  • Collaborative notebooks
  • Interactive dashboards
  • Data agent building
  • Scheduled pipelines
  • Model management
  • 100+ integrations
  • GPU support
  • API deployment

Only in Soketi

  • Pusher protocol compatibility
  • Presence and private channels
  • Horizontal scaling
  • App management backends
  • Webhooks
  • Prometheus metrics

What people use each for

The jobs each tool is most often brought in to do.

Deepnote

  • Data exploration and analysis workflowsnot Soketi
  • Building interactive business intelligence dashboardsnot Soketi
  • Collaborative machine learning model developmentnot Soketi
  • Automating ETL and data pipeline orchestrationnot Soketi
  • Creating shareable reports without exportsnot Soketi

Soketi

  • A Laravel application that already uses Echo and wants to stop paying a hosted realtime providernot Deepnote
  • Realtime notifications or presence indicators where data must not leave your own infrastructure for compliance reasonsnot Deepnote
  • A local or CI environment that needs a Pusher-compatible server without hitting a paid accountnot Deepnote
  • A high-connection-count application where hosted per-connection pricing has become the largest line in the infrastructure billnot Deepnote

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Deepnote

  • Free plan limited to 3 editors, restricting team usage
  • Limited revision history on free plan compared to competitors
  • Requires Team plan or higher for automated scheduling
  • GPU support incurs additional charges beyond base subscription
  • No mentioned offline capability

Soketi

  • Maintenance has effectively stalled: the maintainer has said time is severely limited, releases are infrequent, and the community has been discussing whether the project is abandoned, which means security fixes may not arrive
  • Dependency drift on Node and uWebSockets.js will eventually force you to fork or migrate, and that cost is unbudgeted at the point you adopt it
  • There is no commercial support to buy, so a production incident at three in the morning is entirely your problem with no escalation path
  • Scaling beyond a single node needs Redis and careful configuration, and getting presence channels correct across nodes is a genuine source of subtle bugs
  • It implements the Pusher protocol rather than tracking it, so any protocol feature Pusher adds later will not appear, and the compatibility guarantee slowly decays

Pricing, plan by plan

Deepnote

Free
  • FreeFree
    • Up to 3 editors
    • Up to 5 projects
    • Limited Deepnote AI
  • Team$39/mo
    • Unlimited viewers and notebooks
    • Full Deepnote AI access
    • Premium integrations
  • EnterpriseOn request
    • Everything in Team plan
    • Custom contracts
    • Priority support

Soketi

Free
  • SoketiFree
    • MIT licensed
    • Unlimited connections subject to your own hardware
    • No vendor billing

Which should you pick?

Choose Deepnote if

  • You need collaborative notebooks.
  • You want to start without paying.
  • You work on Web, API.
  • You also want interactive dashboards.
Deepnote review

Choose Soketi if

  • You need pusher protocol compatibility.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want presence and private channels.
Soketi review

Questions people ask

Is Deepnote or Soketi better?
Neither clearly leads. Deepnote starts at Free and Soketi at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Deepnote or Soketi?
Deepnote starts at Free and Soketi at Free.
Does Deepnote or Soketi run on more platforms?
Deepnote runs on Web, API. Soketi runs on Linux, macOS, Windows.
Can I use Deepnote for free?
Both have a free tier, so you can try either at no cost before committing.
What is Deepnote best used for?
Deepnote is most often used for data exploration and analysis workflows, building interactive business intelligence dashboards, collaborative machine learning model development, automating etl and data pipeline orchestration. Of those, data exploration and analysis workflows and building interactive business intelligence dashboards are not what Soketi is typically brought in for.
What can Deepnote do that Soketi cannot?
Deepnote covers Collaborative notebooks, Interactive dashboards, Data agent building, Scheduled pipelines. Soketi covers Pusher protocol compatibility, Presence and private channels, Horizontal scaling, App management backends.

Answered from the vendors’ own pages

Deepnote: What is included in the free Deepnote plan?

The free plan includes up to 3 editors, up to 5 projects, limited Deepnote AI, basic machines with 5 GB RAM, and 7-day revision history.

Source
Soketi: Is Soketi still maintained?

Barely. The maintainer has stated that available time is very limited and releases have been sparse; treat it as community-maintained.

Deepnote: What data sources can Deepnote integrate with?

Deepnote integrates with 100+ data sources including major data warehouses like Snowflake, BigQuery, and Redshift, as well as BI platforms like Looker, Tableau, and Power BI.

Source
Soketi: Do I need to change my client code?

No. Pusher client SDKs and Laravel Echo work by changing the host, port and credentials.

Deepnote: Does Deepnote support collaboration?

Yes, Deepnote provides real-time collaborative notebooks where multiple team members can work simultaneously. The Team plan allows unlimited viewers and notebooks.

Source
Soketi: What does it cost?

Nothing in licence fees. It is MIT licensed; you pay for the server it runs on.

Deepnote: What compliance certifications does Deepnote have?

Deepnote is SOC 2, HIPAA, GDPR, and CCPA compliant and offers role-based access control, single sign-on, and directory synchronization.

Source
Soketi: What are people moving to?

Laravel Reverb for Laravel applications, and Sockudo, a Rust reimplementation, for others.

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