>_ alternatives to Marvin Labs
35 ai agents tools that do a similar job to Marvin Labs, with the facts side-by-side.
See full data, pricing and features on the Marvin Labs profile page.
the tool you're replacing
Marvin Labs— AI research copilot for equity analysts — autonomous agents that run earnings reviews, KPI trackers, and guidance comparisons with citations.
ai research copilot for equity analysts built around autonomous agents that run multi-step research tasks on company filings, earnings calls, and press releases. agents produce structured outputs — earnings summaries, guidance trackers, tariff impact estimates, sentiment scores — with every statement cited to its source document. includes ai analyst chat that plans its own research steps and scheduled reports that trigger agents when new filings arrive.
| tool | best for | pricing | plans | who uses it |
|---|---|---|---|---|
| Marvin Labs (this tool) | equity analysts running deep-dive research on individual companies — earnings reviews, guidance tracking, management sentiment scoring. | FREE-$$$ free tier | — | Hedge Fund, Mutual Fund, RIA |
| Equilyse | equity analysts seeking rapid analysis of company documents and earnings materials | FREE free tier | — | RIA, Family Office, Mutual Fund, Hedge Fund |
| Matterfact | institutional investors seeking automated synthesis of filings, transcripts, expert calls, and alt-data into cited research. | CALL free tier | Free $0 | Hedge Fund, Mutual Fund, Family Office, RIA |
| Fira Research | financial analysts conducting quantitative and qualitative research across hundreds of complex filings and data rooms. | FREE-CALL free tier | Free $0/month · Pro $99/month · Enterprise Custom | RIA, Hedge Fund, Investment Bank, Family Office, Mutual Fund |
| Researchr | retail investors checking tickers before making calls or monitoring watchlists | FREE-$ free tier | Free 1 report · Monthly $29/mo · Annual $249/yr | Retail |
| Rogo | investment bankers, private equity investors, and hedge fund analysts executing deals and research workflows at institutional firms | CALL | — | Investment Bank, Private Equity, Hedge Fund |
| Hudson Labs | institutional investors (asset managers, hedge funds, law firms) conducting equity research and fraud risk assessment on us public companies | $$$ | Core $100/month · Institutional contact sales | Hedge Fund, Mutual Fund, Investment Bank, Private Equity, Family Office, RIA |
| AlphaWatch AI | investors, founders, and operators looking to surface warm paths and off-market deal opportunities from existing network data | CALL | — | Hedge Fund, Private Equity, Venture Capital |
| Quilt Labs | professionals conducting due diligence on stocks and bonds who need ai-generated insights cited to source documents. | CALL | — | — |
| StockInsights AI | value investors and investment professionals conducting recurring research on public companies and portfolio monitoring. | FREE-$ free tier | Free $0/month · Pro $17/month ($200/year) · Developer Plan (API) 7-day free trial · Business Plan (API) contact sales | Retail, RIA, Family Office, Hedge Fund, Mutual Fund |
| Finpilot | investment teams at endowments, foundations, ocio/family offices, and rias handling manager research, due diligence, and portfolio monitoring | CALL | — | RIA, Family Office |
| LinqAlpha | investment researchers at hedge funds, asset managers, and investment banks conducting fundamental analysis, market signal monitoring, and competitive landscape analysis across global markets | CALL | — | Hedge Fund, Mutual Fund, Investment Bank |
| Pinegap | wall street analysts and institutional investors needing to automate equity research workflows | CALL | — | Hedge Fund, Mutual Fund, RIA, Family Office |
| aftermarkets | serious retail investors and traders researching indian stocks listed on nse and bse | FREE-$$$ free tier | Free ₹0 forever · Pro ₹4,999/year (₹417/month) · Max ₹10,999/year (₹917/month) · Enterprise custom | Retail |
| Build a Thesis | investors who want to quickly produce a structured thesis on a stock | FREE free tier | — | Retail |
| Canary Data | institutional investors seeking ai-generated fraud/malfeasance signals and accounting disclosure analysis at analyst quality. | CALL | — | Hedge Fund |
| EarningsCall.ai | equity analysts, portfolio managers, business strategists, consultants, and advisors who need fast earnings insights and competitor benchmarking. | $-$$ | Pro Plan $29/month | Retail |
| Finsee | investors looking for synthesized earnings analysis that distills quarterly results into main themes, risks, and KPIs without reading full transcripts. | FREE free tier | — | Retail |
| Know Trend | investors tracking thematic trends and specific topics across earnings transcripts | FREE free tier | — | Retail |
| Midas | built for analysts and investors | FREE-$$$ free tier | — | Retail, RIA, Family Office, Hedge Fund, Mutual Fund, Investment Bank |
| Portrait Analytics | institutional investors (hedge funds, long-only, multi-manager platforms) looking to discover, research, and monitor investment ideas across thousands of filings and transcripts. | CALL | — | Hedge Fund |
| Samaya | institutional investment professionals — sell-side analysts, hedge fund teams, mutual fund managers, sales & trading desks, investment bankers, PE analysts — executing high-stakes research and monitoring workflows | CALL | — | Hedge Fund, Mutual Fund, Investment Bank, Private Equity, RIA |
| Trata | buyside analysts seeking unfiltered perspectives from other hedge fund professionals covering the same positions | CALL | — | Hedge Fund, Mutual Fund, Family Office, RIA |
| WithAI | asset managers and hedge funds seeking to automate research workflows with agents that embed proprietary processes and models. | CALL | — | Hedge Fund |
| Zacks Insight | investors seeking conversational access to Zacks research database for stock screening and idea generation | FREE-$$$ free tier | Basic $0 · Pro $12.99 · Premium $89.49 | Retail |
| StoxPulse | self-directed investors seeking institutional-grade research automation on their personal watchlist without analyst-level subscription cost | FREE-$$ free tier | Free $0 · Pro $15/month, billed annually ($180/year) · Analyst $29/month, billed annually ($348/year) | Retail |
| 6ix | retail investors tracking press releases and investor events for companies they own or watch | $? | — | Retail |
| Curation | retail investors seeking structured research and ideas distilled from a collective of institutional investors. | FREE free tier | Free $0 | Retail |
| FN2 | investors who want scheduled research briefings drawn from live earnings calls, filings, and macro data without manually pulling reports each day. | FREE-$$ free tier | Free 100K tokens + 100 queries/mo | Retail |
| Exent | self-directed retail investors building long-term wealth from public equity research | FREE free tier | Free $0 forever | Retail |
| Investi | people who do real research before they invest, from serious retail investors to analysts who want one place to track their coverage. | FREE free tier | Free (beta) $0 | Retail |
| Valye | investors and researchers who need fast, structured summaries of public company information without wading through filings and transcripts. | FREE-$ free tier | Explorer $0/mo · Basic $0/mo · Valye Pro $9.99/mo | Retail |
| GuidanceIQ | investors researching indian equities who want ai-generated synthesis of earnings transcripts and financials alongside screening and tracking tools. | FREE-$$ free tier | Free ₹0 · Per-company unlock ₹49 / company / 90 days · Per-company unlock (5 companies) ₹199 · Per-company unlock (15 companies) ₹499 · Per-company unlock (1 year) ₹299 / company / year | Retail |
| AlphaVue | 20+ AI agents debate bull vs bear with 3-view stress tests, thesis-change alerts and 50,000+ stocks in 70+ markets | $ | — | — |
| Neyman AI | stock research using ai chat interface with access to global company fundamentals and institutional activity data | FREE-$$ free tier | Free Plan FREE · Basic Plan $20/month, billed annually · Pro Plan $50/month, billed annually · Enterprise contact [email protected] | Retail |
| Hebbia | investors, bankers, lawyers, consultants, and fortune 500 companies conducting institutional research and deal workflows. | CALL | — | Investment Bank, Hedge Fund, Mutual Fund, Private Equity |
free alternatives to Marvin Labs
- Equilyse — equity analysts seeking rapid analysis of company documents and earnings materials
- Matterfact — institutional investors seeking automated synthesis of filings, transcripts, expert calls, and alt-data into cited research. · Free $0
- Fira Research — financial analysts conducting quantitative and qualitative research across hundreds of complex filings and data rooms. · Free $0/month · Pro $99/month · Enterprise Custom
- Researchr — retail investors checking tickers before making calls or monitoring watchlists · Free 1 report · Monthly $29/mo · Annual $249/yr
- StockInsights AI — value investors and investment professionals conducting recurring research on public companies and portfolio monitoring. · Free $0/month · Pro $17/month ($200/year) · Developer Plan (API) 7-day free trial · Business Plan (API) contact sales
- aftermarkets — serious retail investors and traders researching indian stocks listed on nse and bse · Free ₹0 forever · Pro ₹4,999/year (₹417/month) · Max ₹10,999/year (₹917/month) · Enterprise custom
- Build a Thesis — investors who want to quickly produce a structured thesis on a stock
- Finsee — investors looking for synthesized earnings analysis that distills quarterly results into main themes, risks, and KPIs without reading full transcripts.
- Know Trend — investors tracking thematic trends and specific topics across earnings transcripts
- Midas — built for analysts and investors
- Zacks Insight — investors seeking conversational access to Zacks research database for stock screening and idea generation · Basic $0 · Pro $12.99 · Premium $89.49
- StoxPulse — self-directed investors seeking institutional-grade research automation on their personal watchlist without analyst-level subscription cost · Free $0 · Pro $15/month, billed annually ($180/year) · Analyst $29/month, billed annually ($348/year)
- Curation — retail investors seeking structured research and ideas distilled from a collective of institutional investors. · Free $0
- FN2 — investors who want scheduled research briefings drawn from live earnings calls, filings, and macro data without manually pulling reports each day. · Free 100K tokens + 100 queries/mo
- Exent — self-directed retail investors building long-term wealth from public equity research · Free $0 forever
- Investi — people who do real research before they invest, from serious retail investors to analysts who want one place to track their coverage. · Free (beta) $0
- Valye — investors and researchers who need fast, structured summaries of public company information without wading through filings and transcripts. · Explorer $0/mo · Basic $0/mo · Valye Pro $9.99/mo
- GuidanceIQ — investors researching indian equities who want ai-generated synthesis of earnings transcripts and financials alongside screening and tracking tools. · Free ₹0 · Per-company unlock ₹49 / company / 90 days · Per-company unlock (5 companies) ₹199 · Per-company unlock (15 companies) ₹499 · Per-company unlock (1 year) ₹299 / company / year
- Neyman AI — stock research using ai chat interface with access to global company fundamentals and institutional activity data · Free Plan FREE · Basic Plan $20/month, billed annually · Pro Plan $50/month, billed annually · Enterprise contact [email protected]
Marvin Labs alternatives for other asset classes
- Equilyse— AI-powered research workspace for equity analysts — rapid analysis of earnings calls, reports, and filings with portfolio tracking.
- Matterfact— AI 'superagent' for institutional investors — codifies your research workflow over filings, transcripts, expert calls, and alt-data.
- 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.
- 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.
- 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.
- LinqAlpha— Multi-agent AI platform for institutional equity research — Primer, Stock Catalyst, Devil's Advocate, and a Fusion copilot for hedge funds.
- Pinegap— AI-powered equity research platform built for institutional investors, RIAs, and single-family offices — automates models, dashboards, and reports.
- aftermarkets— Provides stock screening, real-time corporate filing summaries, conviction scoring, FII/DII flow tracking, and AI research workflows for Indian equity markets.
- Build a Thesis— AI workspace that generates a structured investment thesis from any ticker in minutes, with free financials and visualizations.
- Canary Data— Provides AI-based investment research platform with proprietary data covering accounting analysis, fraud detection, executive backgrounds, business fundamentals, and earnings calls for institutional investors.
- 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.
- 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.
- Portrait Analytics— Portrait is a personalized AI-powered investment research platform, built to help you discover, research, and monitor new investment ideas with unprecedented depth.
- Samaya— Expert AI agents for hedge funds and IB — thesis evaluators, data-point trackers, and primers with 96% accuracy on financial workflows.
- Trata— Anonymous AI-collected insights from verified hedge-fund analysts (50+ hrs/stock) — surfaces the 'tension points' driving 12-month valuations.
- 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
- Zacks Insight— Provides conversational AI investment research assistant that answers stock questions and screens for buy/sell opportunities using decades of independent research data.
- 6ix— Provides AI-powered stock analysis, company news, filings, financials, forecasts, and investor events for public companies.
- Curation— Synthesizes investment insights from a professional investor network into AI-powered research reports covering bull/bear cases, catalysts, and risks for individual stocks.
- Exent— Provides institutional-grade equity research and analysis for self-directed individual investors through AI-powered tools
- Investi— Provides a workspace combining live company data, AI-assisted research, and note organization for equity investors.
- Valye— Generates AI-powered research summaries and visibility scores from SEC filings, earnings transcripts, and public company documents.
- GuidanceIQ— Generates AI research reports on NSE-listed Indian equities by reading earnings calls and annual reports, grading management and producing valuation bridges, balance-sheet scores and red-flag assessments
- AlphaVue— AI investment research platform that runs 20+ agents in parallel to analyze stocks, earnings, news and sentiment — delivering a BUY / HOLD / SELL verdict with confidence, risk, and full evidence trail.
- Hebbia— Provides an AI platform for financial institutions to analyze unlimited documents, automate workflows, and extract insights from earnings calls, filings, and proprietary data sources.