Comparaison · 2026

invest-like vs Atom Finance

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 Atom Finance gagne encore et où invest-like est le meilleur choix.

Dernière révision : 16 mai 2026

Verdict rapide

Atom Finance est a research and portfolio-tracking platform combining fundamentals, news, and broker estimates in a single dashboard. 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 Atom Finance gagne encore sont listés honnêtement ci-dessous.

Track record

invest-like est le seul outil ici à publier la précision de ses verdicts. Le screen consensus 7 frameworks affiche +73.8% vs le S&P 500 sur cinq ans, chaque choix enregistré publiquement, horodatage d'entrée verrouillé.

Voir le track record publié

Comparaison des fonctionnalités

Investor frameworks

invest-like

7 (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith)

Atom Finance

Proprietary scoring

AI verdict per stock

invest-like

Buffett Brain: 5-pillar verdict with reasoning

Atom Finance

No structured AI verdict

LLM chat / Q&A

invest-like

Ask Buffett (RAG against Berkshire letters)

Atom Finance

None

Multi-investor debate

invest-like

Boardroom: 4 legendary investors debate

Atom Finance

None

Stock universe

invest-like

21,000+ US-focused

Atom Finance

Major US-listed equities with focus on retail-popular tickers

Cheapest paid tier

invest-like

€12/mo equivalent (€144/yr)

Atom Finance

Free tier; Pro ~$9.99/mo

Lifetime option

invest-like

€399 one-time (Founders)

Atom Finance

No lifetime tier

Multi-language UI

invest-like

EN, DE, FR, ES, PT

Atom Finance

English-only (typically)

Open verdict cache

invest-like

Yes: every prompt versioned

Atom Finance

Proprietary / opaque

Fonctionnalité	invest-like	Atom Finance
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	21,000+ US-focused	Major US-listed equities with focus on retail-popular tickers
Cheapest paid tier	€12/mo equivalent (€144/yr)	Free tier; Pro ~$9.99/mo
Lifetime option	€399 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 Atom Finance si…

You want a polished single-dashboard view of fundamentals + news + estimates and don't need a verdict layer.
You actively follow retail-popular tickers and use broker-estimate consensus heavily.

Choisis invest-like si…

You want a verdict with framework grounding, not an aggregated dashboard.
You want AI-grounded analysis (Buffett Brain, Ask Buffett, Boardroom).
You need halal screening.
You want a documented methodology.

Ce que Atom Finance fait bien

Clean modern UI integrating fundamentals + news + estimates.
Strong portfolio-tracking with cost-basis support.
Broker-estimate aggregation included in the base tier.

Où invest-like est plus fort

Seven explicit investor frameworks per stock vs Atom Finance dashboard-aggregation approach.
Buffett Brain 5-pillar AI verdict, Atom Finance does not generate LLM-grounded verdicts.
Ask Buffett RAG + Boardroom, no equivalent.
Halal Mode: no halal screen on Atom Finance.
Published 5-year backtest, Atom Finance has no backtested signal.
Multi-language UI, Atom Finance is English-only.
Working papers backing the methodology, Atom Finance does not publish a methodology.

Ce dont les utilisateurs de Atom Finance se plaignent vraiment

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

Coverage skews toward retail-popular tickers; less-followed names thinner.
Free tier shows partial data; full views require Pro.
No interpretation layer: the dashboard aggregates but doesn't conclude.

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 an Atom Finance alternative?+

For framework-grounded research, yes. Atom Finance is excellent at aggregating fundamentals + news + estimates into a clean dashboard; invest-like scores every stock against seven named investor frameworks with AI reasoning. Different workflows for different buyer types.

How does pricing compare?+

Atom Finance Pro is ~$9.99/mo. invest-like Pro is EUR 15/mo (EUR 12/mo annual equivalent). Comparable.

Does Atom Finance have AI features?+

No structured LLM-grounded verdict per stock or RAG against named investor primary sources. invest-like ships three AI-native features Atom Finance does not.

Does Atom Finance have halal screening?+

No. invest-like is the only platform on this list with AAOIFI Standard 21 integrated on every ticker.

Essaie invest-like en moins de 30 secondes

Vois le verdict Buffett sur Apple, NVIDIA ou n'importe laquelle de 21 000+ actions.

Voir le verdict d'Apple Parcourir les 7 frameworks

Autres comparaisons

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