Fiscal.ai vs Hebbia
A side-by-side comparison of Fiscal.ai and Hebbia, two Finance tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Fiscal.ai
FinanceAI-powered stock research terminal with institutional-grade financial data.
View Fiscal.aiAt a glance
| Attribute | Fiscal.ai | Hebbia |
|---|---|---|
| Category | Finance | Finance |
| Pricing (differs) | FREEMIUM | PAID |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Web, API | Web |
| Model support (differs) | — | Multi-model |
| Vendor (differs) | Fiscal.ai | Hebbia |
| Capabilities (differs) |
|
|
The honest brief
Fiscal.ai
Tracks 2,250+ company-specific KPIs — subscriber counts, same-store sales — that generic stock screeners and most terminals don't carry.
- 100,000+ global companies covered
- Segment and KPI-level data
- AI answers cite source filings
- Free tier to start
- Web-only, no mobile apps
- Light on technicals/derivatives
- Full history requires paid tiers
Hebbia
Matrix answers each query as a traceable spreadsheet grid via an agent swarm over millions of docs, not one RAG pass.
- Spreadsheet-grid answers across docs
- Citation-first, source traceability
- Handles millions of documents
- SOC 2 / ISO 27001, no data training
- No public pricing, sales-only
- Heavy enterprise onboarding
- Overbuilt for small teams
- Answers a fixed doc set, takes no actions
When to pick which
Both cover Cited answers, Chat with documents, and Financial research.
Pick Fiscal.ai if you need Data analysis / BI and Financial data extraction.
- Data analysis / BI (secondary capability)
- Financial data extraction (secondary capability)
Pick Hebbia if you need Trigger-action automation and Structured extraction.
- Trigger-action automation (secondary capability)
- Structured extraction (secondary capability)
They share capabilities, but each leads with different ones as a headline job:
Fiscal.ai is built around Financial research.
- Financial research (primary capability)
Hebbia is built around Chat with documents.
- Chat with documents (primary capability)
They also differ on:
- Pricing
- FREEMIUM · PAID
- Platforms
- Web, API · Web