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
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