>_ alternatives to Matterfact
23 ai agents tools that do a similar job to Matterfact, with the facts side-by-side.
See full data, pricing and features on the Matterfact profile page.
the tool you're replacing
Matterfact— AI 'superagent' for institutional investors — codifies your research workflow over filings, transcripts, expert calls, and alt-data.
ai agent that unifies sec filings, earnings transcripts, expert calls, podcasts, and alternative data into cited research briefs for institutional investors. analyzes 280+ earnings calls and produces readthroughs in ~3 minutes with auditable sources.
| tool | best for | pricing | who uses it |
|---|---|---|---|
| Matterfact (this tool) | institutional investors seeking automated synthesis of filings, transcripts, expert calls, and alt-data into cited research. | CALL | Hedge Fund, Mutual Fund, Family Office, RIA |
| Equilyse | equity analysts seeking rapid analysis of company documents and earnings materials | FREE | RIA, Family Office, Mutual Fund, Hedge Fund |
| Marvin Labs | equity analysts conducting earnings research and financial text analysis | FREE-$$$ | Hedge Fund, Mutual Fund, RIA, Family Office |
| Fira Research | financial analysts conducting quantitative and qualitative research across hundreds of complex filings and data rooms. | FREE-CALL | RIA, Hedge Fund, Investment Bank, Family Office, Mutual Fund |
| Rogo | bankers and investors at institutions looking to automate research, deal prep, and material creation workflows using ai agents integrated with their existing data platforms. | CALL | Investment Bank, Private Equity, Hedge Fund, Mutual Fund, Family Office, RIA |
| StockInsights AI | value investors and investment professionals conducting recurring research on public companies and portfolio monitoring. | FREE-$ | Retail, RIA, Family Office, Hedge Fund, Mutual Fund |
| Finpilot | investment teams at endowments, foundations, family offices, ocios, and rias performing manager research and portfolio monitoring. | CALL | RIA, Family Office, Mutual Fund, Hedge Fund |
| Hudson Labs | institutional investors (asset managers, hedge funds, law firms) conducting equity research and fraud risk assessment on us public companies | $$$ | Hedge Fund, Mutual Fund, Investment Bank, Private Equity, Family Office, RIA |
| AlphaWatch AI | private equity, growth equity, hedge funds, venture capital, and corporate teams running primary research and diligence. | CALL | Hedge Fund, Private Equity, Venture Capital |
| Quilt Labs | institutional investors and broker research teams conducting thematic risk assessment, due diligence, and commentary analysis across public equities, credit, and private investments. | CALL | Hedge Fund, Mutual Fund, Investment Bank, Family Office, RIA |
| LinqAlpha | investment researchers at hedge funds, asset managers, and investment banks conducting fundamental analysis, company screening, and market signal monitoring across global equities. | CALL | Hedge Fund, Mutual Fund, Investment Bank, Family Office, RIA |
| Researchr | retail investors checking tickers before making calls or monitoring watchlists | FREE-$ | Retail |
| AllMind AI | institutional buy-side and sell-side research teams across public equities, fixed income, private equity, venture capital, and wealth management | CALL | Hedge Fund, Mutual Fund, Private Equity, Venture Capital, RIA, Family Office |
| aftermarkets | serious retail investors and traders researching indian stocks listed on nse and bse | FREE-$$$ | Retail |
| EarningsCall.ai | equity analysts, portfolio managers, business strategists, consultants, and advisors who need fast earnings insights and competitor benchmarking. | $-$$ | Retail |
| Finsee | investors seeking structured ai summaries of earnings reports with bull and bear perspectives | FREE | Retail, RIA, Family Office, Hedge Fund, Mutual Fund, Investment Bank |
| fundamentaly | retail investors preparing for earnings events and macro releases. | FREE | Retail |
| Know Trend | investors tracking thematic trends and specific topics across earnings transcripts | FREE | Retail |
| Midas | built for analysts and investors | FREE-$$$ | Retail, RIA, Family Office, Hedge Fund, Mutual Fund, Investment Bank |
| StockIQ | nigerian investors seeking comprehensive ngx stock research without manual analysis | FREE-$ | Retail |
| WithAI | asset managers and hedge funds seeking to automate research workflows with agents that embed proprietary processes and models. | CALL | Hedge Fund |
| Earnings Hub | tracking and monitoring quarterly earnings events across multiple companies | FREE-$ | Retail, RIA, Family Office, Hedge Fund, Mutual Fund, Investment Bank |
| StoxPulse | self-directed investors seeking institutional-grade research automation on their personal watchlist without analyst-level subscription cost | FREE-$$ | Retail |
| Valye | Valye Score rates information clarity & completeness, not investment merit | FREE-$ | — |
- Equilyse— AI-powered research workspace for equity analysts — rapid analysis of earnings calls, reports, and filings with portfolio tracking.
- Marvin Labs— AI research copilot for equity analysts — autonomous agents that run earnings reviews, KPI trackers, and guidance comparisons with citations.
- Fira Research— AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
- Rogo— Finance-native AI for investment banks, PE, and hedge funds — searches/analyzes filings, transcripts, and decks; generates pitchbooks and meeting prep.
- StockInsights AI— AI equity-research assistant for value investors — search, summarize, and tag filings, transcripts, and 8-Ks across US and India.
- Finpilot— AI copilot for analysts, RIAs, and allocators — chat with citations, document extraction, comparison Matrix, and autonomous report agents.
- Hudson Labs— Co-Analyst AI for institutional equity research — KPI time-series extraction, forensic risk signals, and earnings analysis on 5,500+ US equities and ADRs.
- AlphaWatch AI— Predictive research and due-diligence AI for hedge funds and PE — multi-source synthesis (up to 100 sources/query) over filings, news, and private data.
- Quilt Labs— Factual generative-AI research over filings, newswires, and presentations — KPI detector + autonomous due-diligence agents with citations.
- LinqAlpha— Multi-agent AI platform for institutional equity research — Primer, Stock Catalyst, Devil's Advocate, and a Fusion copilot for hedge funds.
- AllMind AI— Aggregates broker research, filings, transcripts, news, and internal documents into a unified platform with AI-powered search, analysis grids, and automated report generation for institutional investorsMulti-assetResearchCALL· analyzes thousands of documents simultaneously with cited institutional-grade sources
- aftermarkets— Provides stock screening, real-time corporate filing summaries, conviction scoring, FII/DII flow tracking, and AI research workflows for Indian equity markets.
- EarningsCall.ai— Save hours reading earnings call transcripts. Get instant AI-powered summaries, ask deep questions about earnings, analyze trends, and stay ahead of market shifts.
- Finsee— AI reviews of public companies: plain English summaries; bull and bear cases to get both sides of the story; explanation of main themes, drivers, and concerns for the quarter; KPIs and guidance analysis; charts to visualize the main points.
- fundamentaly— Know how any stock reacts to earnings. Historical returns, EPS patterns, and price reactions for 1,200+ companies.
- Know Trend— Automatically surfaces trends across years of earnings calls for companies & sectors; super-charged semantic search to find themes and innovative LLM integrations for rapid idea generation
- Midas— AI research platform for equity analysts and PMs — screening, custom dashboards, real-time alerts, and trend tracking across filings, calls, and decks with source-linked insights.
- WithAI— Provides AI agent infrastructure for asset managers to automate research across securities and integrate proprietary processes with frontier modelsMulti-assetAI AgentsCALL· frontier AI agents running on client's own cloud with firm-specific ontology
- Earnings Hub— Provides a centralized calendar, calls, estimates, actuals, and alerts for company quarterly earnings events
- Valye— Generates AI-powered research summaries and visibility scores from SEC filings, earnings transcripts, and public company documents.