AlphaSense vs Fintool vs Hebbia vs Rogo
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
AlphaSense
AI market-intelligence platform for finance and corporate research
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Fintool
AI equity-research agent for filings and earnings calls, acquired by M...
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Hebbia
AI analysis platform for investment, banking and legal teams
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Rogo
Agentic AI platform for investment banks, PE and asset managers
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| RECATOOLS Score | 7.6 / 10 | 6.7 / 10 | 7.6 / 10 | 7.2 / 10 |
| Capability | — | |||
| Value for money | — | |||
| Ease of use | — | |||
| ASEAN readiness | — | |||
| API quality | — | |||
| Pricing | Custom | Enterprise | Enterprise | Enterprise |
| Free tier | No free plan; a trial is offered through a sign-up form, with length and limits not published | — | — | — |
| Paid from | Quoted annual subscription, per seat or enterprise-wide; no list price | Not sold since Microsoft acquired it in April 2026, and the archived pricing page showed no prices | Custom quote only (Hebbia publishes no price) | About $3,300/seat/year (Sacra estimate) — Rogo publishes no price, sales-led via demo |
| Has API | ✓ | ✗ | ✗ | ✗ |
| Open source | ✗ | ✗ | ✗ | ✗ |
| Free to use | ✗ | ✗ | ✗ | ✗ |
| Users | — | — | — | — |
| Founded | 2011 | 2023 | 2020 | 2022 |
| Maker | — | Microsoft | — | — |
| Verdict | AlphaSense is a mature market-intelligence platform built around content most rivals cannot license: sell-side broker research, an expert-transcript library the company puts at 300,000 interviews, filings, transcripts an... |
There is nothing to buy. Fintool was a capable agent for filings-heavy equity research, but Microsoft acquired the company in April 2026, the team moved into the Office Product Group, and fintool.com now redirects to Mic... |
Hebbia is built for institutions that read documents at volume. Matrix runs structured questions across large document sets with every answer linked to its source, Max turns firm data into slides, reports and models, and... |
Rogo has raised heavily, including $160M in April 2026 led by Kleiner Perkins at a reported $2B valuation, and nine global banks now sit on its cap table. Its product has moved from a finance chatbot to model-agnostic or... |
| Directory listing → | Full review → | Directory listing → | Directory listing → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.