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>>manually approved · 474 tools indexed·since 2026
index / Matterfact vs Valye

>_ Matterfact vs Valye

Matterfact and Valye, side-by-side. Compare the facts below, then pick the one that fits your workflow.

Matterfact
Valye
one-liner
AI 'superagent' for institutional investors — codifies your research workflow over filings, transcripts, expert calls, and alt-data.
Generates AI-powered research summaries and visibility scores from SEC filings, earnings transcripts, and public company documents.
best for
institutional investors seeking automated synthesis of filings, transcripts, expert calls, and alt-data into cited research.
investors and researchers who need fast, structured summaries of public company information without wading through filings and transcripts.
key feature
280+ earnings calls analyzed, readthroughs in ~3 min
Valye Score rates information clarity & completeness, not investment merit
who uses it
Hedge Fund, Mutual Fund, Family Office, RIA
Retail
asset class
Equities
Equities
function
AI Agents
Research, AI Agents
strategies
Fundamental Analysis, Event-Driven / Special Situations
Fundamental Analysis, Value Investing, Long-Term Investing
workflow
Research
Research
instruments
Stocks
regions
North America
pricing
CALL
FREE-$
plans
Free $0
Explorer $0/mo · Basic $0/mo · Valye Pro $9.99/mo
free tier
yes
yes
model
free
freemium
via
web
web
audience
pro · hedge fund
retail
upvotes
0
0

Matterfact vs Valye: key differences

  • Matterfact lists Hedge Fund, Mutual Fund, Family Office, RIA users; Valye does not.
  • Valye lists Retail users; Matterfact does not.
  • Matterfact is tagged for event-driven / special situations.
  • Valye is tagged for value investing, long-term investing.

about Matterfact

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.

about Valye

valye is an ai research platform that analyzes sec filings, earnings transcripts, company announcements, and public documents to generate structured summaries organized into 12-point reports. the valye score (1-100) rates information visibility and clarity — how complete, consistent, and understandable the available public information is about a company — not investment merit or price targets.

Matterfact
AI 'superagent' for institutional investors — codifies your research workflow over filings, transcripts, expert calls, and alt-data.
[↗] visit matterfact.com
Valye
Generates AI-powered research summaries and visibility scores from SEC filings, earnings transcripts, and public company documents.
[↗] visit valye.com

See full data, pricing and alternatives on the Matterfact profile page, or the Valye profile page.