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Business Intelligence · head to head

Hebbia vs Pigment

Hebbia logo

Hebbia

Business Intelligence

AI built for the rigor of finance

From
On request
Rated
-
Full reviewWebsite
Pigment logo

Pigment

Business Intelligence

Enterprise business planning platform for finance, sales and workforce modelling

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Hebbia no pricing published on website; prospects must book a demo; Pigment no pricing is published and the structure has three moving parts, platform fee, use-case fees and tiered seats, so two companies of the same size can pay very different amounts and neither can benchmark the other.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Hebbia and Pigment actually diverge.

Attributes where Hebbia and Pigment differ
AttributeHebbiaPigment

Identical on both: starting price (On request), pricing model (quote), free tier (No), platforms (Web), user rating (Not yet rated), category (Business Intelligence).

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 Pigment does not also cover.

Only in Pigment

  • Dimensional modelling
  • Scenario planning
  • Data connectors
  • Application blocks
  • Reporting and boards
  • Access control
  • Audit trail
  • AI assistance

What people use each for

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

Hebbia

  • Enterprise search and AI research platformnot Pigment

Pigment

  • A finance team retiring a fragile Excel consolidation that no one can audit and only one person can runnot Hebbia
  • Sales operations modelling quota, territory and headcount capacity against a revenue plan in the same system finance usesnot Hebbia
  • A company that needs monthly re-forecasting fast enough to run scenarios live in the leadership meetingnot Hebbia
  • Replacing an ageing Anaplan estate where the model has become unmaintainable and per-workspace costs have crept upnot Hebbia

Where each one falls short

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

Hebbia

  • No pricing published on website; prospects must book a demo

Pigment

  • No pricing is published and the structure has three moving parts, platform fee, use-case fees and tiered seats, so two companies of the same size can pay very different amounts and neither can benchmark the other.
  • Cost scales with planning processes rather than with company size, so a successful first deployment creates internal demand that directly increases the bill at renewal.
  • It requires a modelling owner. Without a person who understands dimensional design, teams rebuild spreadsheet patterns in Pigment and inherit all the maintenance problems they were trying to escape.
  • Implementation is partner-led and measured in months, so the payback horizon is long compared with lighter FP&A tools that a controller can configure alone.
  • The connector library covers major systems well but the long tail is thinner than the incumbents, and industry-specific source systems often need a warehouse or a file drop in between.

Pricing, plan by plan

Hebbia

On request

No published plan breakdown. See the Hebbia review.

Pigment

On request
  • Pigment platform$undefined/year
    • Platform fee plus per use-case fees
    • Licences tiered as editor, contributor and explorer
    • No free tier and no self-service signup

Which should you pick?

Choose Hebbia if

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

Hebbia review

Choose Pigment if

  • You need dimensional modelling.
  • You also want scenario planning.
Pigment review

Questions people ask

Is Hebbia or Pigment better?
Neither clearly leads. Hebbia starts at On request and Pigment at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Hebbia or Pigment?
Hebbia starts at On request and Pigment at On request.
Does Hebbia or Pigment run on more platforms?
Both run on Web, so platform support will not decide this one for you.
What is Hebbia best used for?
Hebbia is most often used for enterprise search and ai research platform. Of those, enterprise search and ai research platform is not what Pigment is typically brought in for.
What can Hebbia do that Pigment cannot?
Pigment covers Dimensional modelling, Scenario planning, Data connectors, Application blocks.

Answered from the vendors’ own pages

Hebbia: How much does Hebbia cost?

Hebbia does not publish pricing on its website. The company directs prospective customers to book a demo to discuss pricing and customization options.

Source
Pigment: Does Pigment publish prices?

No. Expect a quote combining a platform fee, fees per planning use case, and seat licences split into editor, contributor and explorer tiers.

Pigment: Is Pigment an alternative to Anaplan?

It is positioned directly against Anaplan and much of its customer base is migrating from it, mainly citing modelling readability and recalculation speed.

Pigment: Can we use it without consultants?

In practice most deployments use Pigment or a partner for the initial build. Ongoing model changes can be handled in-house once someone owns the modelling discipline.

Pigment: Where is data hosted?

Pigment is a European vendor with regional hosting options, which is often the deciding factor for EU buyers with data residency requirements.

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