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vs
Pv

One confident number vs a panel that argues.

Preuve is a genuinely thorough evidence engine — it pulls live data and cites its sources, and that's real. But it collapses everything into a single score, gates the reasoning behind a signup, and keeps its track record for paying subscribers. Skeptral shows the models disagree, names the one argument most likely to kill your idea, and gives you the whole verdict free — no signup. Its pool of past verdicts is public and auditable.

Head to head

The feature matrix

Core capabilities
Skeptral
Preuve
Full verdict without paying or signing up
The whole verdict, free
Score + 2 competitors, rest paywalled
Shows independent models disagreeing
Visible model-vs-model dissent
Collapsed into one median score
The single strongest argument against your idea
A named kill-shot
A diffuse "fix list" of risks
Verdict, not just a number
Scale / Pivot / Kill
0–100 score
Public, auditable track record
Every judged idea, free to browse
Idea gallery gated at a monthly fee
Independent frontier models from different vendors
A multi-vendor panel
Multiple runs, one vendor
Live external data (Crunchbase, funding, reviews)
Not included
Its core strength — 50+ sources cited
Investor-grade deliverables (memo, deck, model)
The seed deck
A dedicated paid tier
The verdict

Evidence report vs adversarial verdict.

If you want a 15-section investor-grade dossier with sourced market data and you're ready to pay for it, Preuve is a serious tool. If you want an honest, decisive gut-check before you build — one that shows you where independent models disagree and states the single strongest case against you, free and in a minute — that's exactly what Skeptral is for. Many founders will use Skeptral first to decide whether the idea is worth a paid deep-dive at all.