Fintool vs AlphaSense vs Hebbia vs Rogo
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
Fintool
Agentic AI equity research on SEC filings — acquired by Microsoft in A...
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AlphaSense
AI-powered market intelligence platform
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Hebbia
AI for investment research and due diligence
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Rogo
Analyst-grade AI for banks, PE and asset managers
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| RECATOOLS Score | 6.7 / 10 | 7.6 / 10 | 7.6 / 10 | 7.2 / 10 |
| Capability | — | |||
| Value for money | — | |||
| Ease of use | — | |||
| ASEAN readiness | — | |||
| API quality | — | |||
| Pricing | Enterprise | Custom | Custom | Paid |
| Free tier | — | — | — | Not offered — sold by demo |
| Paid from | Enterprise pricing (contact sales) | Quoted — no list price is published | — | Not published — sales-led ("Request Demo") |
| Has API | ✗ | ✓ | ✗ | ✗ |
| Open source | ✗ | ✗ | ✗ | ✗ |
| Free to use | ✗ | ✗ | ✗ | ✗ |
| Users | — | — | — | — |
| Founded | 2023 | 2008 | 2020 | — |
| Maker | Microsoft (acquired April 2026) | — | — | — |
| Verdict | What this is for: Automating qualitative equity research over SEC filings, transcripts, and financial data, with agents that can build models and draft outputs. Who this is for: Institutional investors, equity analysts,... |
AlphaSense is a leading AI market-intelligence and financial-research platform that searches across SEC filings, earnings transcripts, broker research, news, and expert-call libraries, with strong semantic search and gen... |
Hebbia's Matrix is an enterprise AI analyst that runs structured, agentic reasoning across thousands of documents at once, built for finance, legal, and high-stakes knowledge work where source traceability matters. It ex... |
Rogo is the best-funded pure-play in finance AI right now: a $160M Series D in April 2026 led by Kleiner Perkins valued it at $2B, backed by Sequoia, Thrive, J.P. Morgan, Wells Fargo and even Henry Kravis. The product ta... |
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Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.