Comparaison · 2026

invest-like vs Public.com

Prix, fonctionnalités, couverture, et une réponse claire sur lequel choisir. Écrit par quelqu'un qui a vraiment utilisé les deux - et qui fait partie de l'équipe invest-like. On ne prétend pas être neutres ; on te dit où Public.com gagne encore et où invest-like est le meilleur choix.

Dernière révision : 16 mai 2026

Verdict rapide

Public.com est a us brokerage with built-in fractional shares, social investing features, and ai-assisted commentary on individual tickers. invest-like est un outil verdict-first qui note chaque action contre sept frameworks d'investisseurs nommés (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith) et livre des verdicts Buffett 5 piliers générés par IA avec le raisonnement écrit. Pour la plupart des investisseurs particuliers et amateurs sérieux, invest-like est l'outil plus tranchant - les seuls endroits où Public.com gagne encore sont listés honnêtement ci-dessous.

Comparaison des fonctionnalités

Fonctionnalité	invest-like	Public.com
Investor frameworks	7 (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith)	Proprietary scoring
AI verdict per stock	Buffett Brain - 5-pillar verdict with reasoning	No structured AI verdict
LLM chat / Q&A	Ask Buffett (RAG against Berkshire letters)	None
Multi-investor debate	Boardroom - 4 legendary investors debate	None
Stock universe	12,000+ US-focused	US-listed stocks, ETFs, crypto, treasuries, alternative assets
Cheapest paid tier	€12/mo equivalent (€144/yr)	Free brokerage; optional Public Premium ~$8/mo for advanced features
Lifetime option	€299 one-time (Founders)	No lifetime tier
Multi-language UI	EN, DE, FR, ES, PT	English-only (typically)
Open verdict cache	Yes - every prompt versioned	Proprietary / opaque

Choisis Public.com si…

You want a single app for execution + light research and don't mind that the AI commentary is conversational rather than framework-grounded.
Fractional shares + social-investing features + alternative-asset access are your primary needs.

Choisis invest-like si…

You want framework-grounded verdicts, not conversational AI commentary inside a brokerage.
You want research with no brokerage execution conflict.
You want multi-investor framework consensus, not a single AI take.
You need halal screening.

Ce que Public.com fait bien

Integrated brokerage execution + research in one app.
Fractional shares + social-investing features for retail engagement.
Recently added AI-assisted commentary on individual tickers (Alpha by Public).

Où invest-like est plus fort

Seven explicit named investor frameworks per stock with structured pass/fail reasoning - Public.com's AI commentary is conversational, not framework-grounded.
Buffett Brain delivers a structured 5-pillar verdict - Public.com Alpha generates prose commentary without a structured verdict shape.
Ask Buffett RAG-grounded against verbatim Berkshire shareholder letters - Public.com's AI is not grounded in named investor primary sources.
Boardroom 4-investor live debate - unique.
Halal Mode (AAOIFI Standard 21) - Public.com does not ship halal screening.
Published verdict-accuracy track record with locked entry timestamps - Public.com does not publish AI commentary accuracy.
invest-like is research-only with no brokerage conflict - Public.com's AI exists inside a brokerage that profits from your trades.

Ce dont les utilisateurs de Public.com se plaignent vraiment

Motifs récurrents tirés des avis publics sur Reddit, Trustpilot, G2 et AlternativeTo (2024-2026). Paraphrasés, pas des citations directes.

AI commentary is conversational and prose-style; users wanting structured verdicts go elsewhere.
Brokerage UI mixes research and execution in ways some users find distracting.
Free tier features behind Premium gates on advanced screens.

On les liste honnêtement parce qu'on a construit invest-like précisément pour éviter chacun : verdicts par investisseur structurés (pas de scoring opaque), raisonnement Buffett Brain écrit (pas de conclusions enterrées), méthodologie publiée, et tarification pour particuliers, pas institutions.

Questions fréquentes

Is invest-like a Public.com alternative?+

Different layers. Public.com is a brokerage with research bolted on; invest-like is a research-only platform that works alongside any brokerage. The honest framing: keep your brokerage account (Public.com, Robinhood, Fidelity, IBKR, whichever) and use invest-like for the verdict layer.

Is Public.com's Alpha AI better than Buffett Brain?+

Different products. Alpha generates conversational commentary on individual tickers; Buffett Brain delivers a structured 5-pillar verdict (moat, durability, management, financial health, valuation) with reasoning per pillar plus the six other framework scores. Alpha is conversational; Buffett Brain is structured.

Does invest-like execute trades?+

No. invest-like is research-only with no brokerage relationship. You use whatever brokerage you already have (Public.com, Schwab, Fidelity, IBKR, etc.) for execution. The benefit: no broker-revenue conflict of interest in the research layer.

Does Public.com screen for halal stocks?+

No, not as a first-class feature. invest-like ships AAOIFI Standard 21 on every ticker with a working paper backing the methodology.

Essaie invest-like en moins de 30 secondes

Vois le verdict Buffett sur Apple, NVIDIA ou n'importe laquelle de 12 000+ actions.

Voir le verdict d'Apple Parcourir les 7 frameworks

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