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Software · head to head

Hebbia vs Periscope Data

H

Hebbia

Software

AI built for the rigor of finance

From
On request
Rated
-
Full reviewWebsite
Periscope Data logo

Periscope Data

Software

SQL and Python analytics platform

From
$1000/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Hebbia neither of Hebbia's two named products, Matrix and Max, has published pricing; the pricing page routes exclusively to a demo booking with no self-serve figures, as of August 2026.; Periscope Data the periscopedata.com domain now redirects to sisense.com, so Periscope Data is no longer sold as a standalone product

Where they differ

Only the attributes on which Hebbia and Periscope Data actually diverge.

Attributes where Hebbia and Periscope Data differ
AttributeHebbiaPeriscope Data
Starting priceOn request$1000/month
Pricing modelquotesubscription
PlatformsWebWeb, Cloud
FoundedUnknown2012

Identical on both: free tier (No), user rating (Not yet rated), category (Unknown).

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 Hebbia

Nothing recorded that Periscope Data does not also cover.

Only in Periscope Data

  • SQL Editor
  • Python/R Integration
  • Version Control
  • Caching
  • Dashboards
  • Redshift
  • BigQuery
  • Snowflake

What people use each for

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

Hebbia

No use cases recorded yet. See the Hebbia review.

Periscope Data

  • SQL-based analytics and dashboards over a data warehousenot Hebbia
  • Python and R analysis alongside SQL in one workflownot Hebbia
  • Shared dashboards for data teamsnot Hebbia

Where each one falls short

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

Hebbia

  • Neither of Hebbia's two named products, Matrix and Max, has published pricing; the pricing page routes exclusively to a demo booking with no self-serve figures, as of August 2026.

Periscope Data

  • The periscopedata.com domain now redirects to sisense.com, so Periscope Data is no longer sold as a standalone product
  • No Periscope Data pricing, plan or seat rate remains published at the original domain
  • Buyers must now purchase through Sisense, whose own pricing is not published as a rate card

Pricing, plan by plan

Hebbia

On request

No published plan breakdown. See the Hebbia review.

Periscope Data

$1000/month
  • Team$1000/month
    • SQL Analytics
    • Python/R
    • Dashboards
  • EnterpriseFree
    • Advanced Features
    • Custom Integrations
    • Premium Support

Which should you pick?

Choose Hebbia if

Nothing in the data separates Hebbia from Periscope Data on the points above - pick on price and on how each one feels to use.

Hebbia review

Choose Periscope Data if

  • You need sql editor.
  • You work on Web, Cloud.
  • You also want python/r integration.
Periscope Data review

Questions people ask

Is Hebbia or Periscope Data better?
Neither clearly leads. Hebbia starts at On request and Periscope Data at $1000/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Hebbia or Periscope Data?
Hebbia starts at On request and Periscope Data at $1000/month.
Does Hebbia or Periscope Data run on more platforms?
Hebbia runs on Web. Periscope Data runs on Web, Cloud.
What can Hebbia do that Periscope Data cannot?
Periscope Data covers SQL Editor, Python/R Integration, Version Control, Caching.
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