- SPECIMEN
Maskara.ai
- FILED AS
Runs a live debate between GPT, Claude and Gemini on your prompt and picks the winning answer
- INTAKE DATE
- 2026-09-17
- CLASS
- AI Platform
- METHOD
- 1 page scraped, 3 search passes, 24 community sources
Koda Score = weighted blend: capability 35, ease 20, value 25, momentum 20.
Capability is middling because only three model families debate and the winner-selection logic is undocumented; ease is high since there is no sign-up; value is strong at free but the usage ceiling is unpublished; momentum is soft because public discussion is mostly founder launch posts with no independent reviews.
7 MIN READThe debate itself is the product: the losing arguments are more useful than the winner, because that is where the models disagree and where your own checking should start. Adoption cost is close to zero, no sign-up, free to use, so the real question is whether you trust an opaque judge to pick a winner, and on that point Maskara publishes nothing. Worth adding to the rotation for questions with a checkable answer; not yet worth replacing your primary assistant for anything you cannot verify yourself.
One prompt, three frontier models arguing in the open, one verdict handed back, and no account required to watch it happen.
Captured: stremit.io/ai-tool/maskara-ai on 2026-09-17.
The short version.
4 LINESType one question and GPT, Claude and Gemini debate it live; Maskara returns the answer that prevails.
It is free with no sign-up on the listing, so the trial costs you a browser tab and five minutes.
Read the losing side every time; the dissent is where the actual uncertainty sits.
Ignore the $20/mo Pro tier on the Stremit page, that is Stremit's own membership, not Maskara pricing.
What it actually does.
7 CAPABILITIES- Live multi-model debate
- GPT, Claude and Gemini argue your question in a single thread instead of you pasting it into three separate chats.
- Winning answer selection
- A Multi-LLM Debate Agent compares the responses and hands back the one it judges best, per the Zoftware listing.
- Assigned sides and a summarizer
- One demo on X put GPT-4o and Claude on opposing sides of an education question, then had Gemini summarize both.
- No prompt gymnastics
- The pitch is that a plain question is enough; the debate format does the work that careful prompting normally would.
- Free, no sign-up
- The Stremit listing shows Maskara as free to use with no account required to start.
- Same-prompt side by side
- A Reddit user describes using it to submit an identical prompt and view each model's response next to the others.
- Models that build on each other
- The Hacker News launch post frames it as a group chat where models build on one another rather than answering in isolation.
How you would actually use it.
4 PLAYS- The viral-post gauntlet
- Paste your draft hook and ask the models to argue which version lands harder, then read why the losers lost before you post.WHOContent creator or social media managerPAYOFFA stress-tested post plus a list of the objections a skeptical reader would raise.
- Checkable-question dry run
- Start with a question whose answer you can verify, compare the winner against ground truth, and only then bring it a question you cannot check.WHOSolo founder making a pricing or positioning callPAYOFFA calibrated sense of when the judge is reliable and when a confident consensus is just three models sharing a blind spot.
- Alignment and reasoning diff
- Run the same contested prompt across the three models and watch where their reasoning and refusals diverge, the pattern a r/learnmachinelearning poster used to show how alignment changes across models.WHOPrompt engineer or ML learnerPAYOFFA fast, visual map of model differences without building your own comparison harness.
- Market-analysis devil's advocate
- Ask for a market read, assign one model the bear case and another the bull case, then have the third summarize.WHOIndie analyst or strategistPAYOFFBoth sides of the argument in one pass instead of coaxing a single chatbot to disagree with itself.
Pricing, straight.
1 TIER- Verdict on the price
- At free the value is hard to fault, but the $20/mo Pro plan shown on the Stremit page belongs to Stremit's membership, not Maskara, so treat the paid picture as unknown until Maskara publishes its own.
What people online are saying.
4 QUOTEDPublic reaction is thin and mostly launch chatter from the founder, with a handful of users praising the one-place comparison workflow and no independent critiques found; the Stremit review section is empty.
The launch framed it as putting multiple models into one group chat so they can build on one another, and asked readers to try it and send bugs or feature requests.
MixedThe founder pitched it as a platform where AI models debate each other to give you better answers.
PraiseOne user has been submitting the same prompt through Maskara to view the models' responses side by side.
PraiseA demo ran a debate on AI in education with GPT-4o and Claude on opposing sides, then asked Gemini to summarize both.
PraiseThe honest part.
5 LIMITATIONSThe judging mechanism is undocumented; nothing in the research explains how the Multi-LLM Debate Agent decides a winner.
Only three model families are named, GPT, Claude and Gemini, versus 200+ in tools like AI Roundtable.
Free-tier usage limits are not published, and the Stremit listing itself warns the free version may cap usage.
The Stremit page blends Stremit's own Pro membership and private-AI pitch into Maskara's listing, so the feature and pricing data there is partly not about Maskara.
No independent user reviews were found; the public record is founder posts and demos.
The field.
2 ALTERNATIVES- AI Roundtable
- Show HN project that lets you define answer options and have up to 50 of 200+ models answer independently under identical conditions.PICK IT WHENYou want breadth and controlled conditions across many models rather than a three-way debate with a single picked winner.
- Suprmind
- Multi-model comparison platform that publishes its own competitor comparisons.PICK IT WHENYou want a comparison-first workflow and are willing to evaluate another vendor's take on the category.
Getting started.
3 STEPSOpen maskara.ai; the listing says no sign-up is required.
Type a question with a checkable answer and let GPT, Claude and Gemini debate it.
Read the winning answer, then the losing arguments, and verify the winner against a source you trust.
Quick answers.
4 ANSWERS- Is Maskara actually free, and what is the $20/mo Pro plan?
- The Stremit listing shows Maskara as free to use with no sign-up. The $20/mo Pro tier on that page is Stremit's own membership, with 1M tokens a month and access to Claude and ChatGPT models inside Stremit, not a Maskara plan. Maskara's own paid pricing was not found in the research.
- How does it decide which answer wins?
- Zoftware describes a Multi-LLM Debate Agent that compares the models' responses and selects the best one, but no source explains the criteria. Treat the winner as a suggestion and read the dissenting arguments, which is where the real uncertainty tends to live.
- Which models take part?
- The tagline names GPT, Claude and Gemini. One public demo assigned GPT-4o and Claude to opposing sides and had Gemini summarize, so at least those three families are in play.
- Has anyone independently reviewed it?
- Not in a meaningful way. Mentions found on Hacker News, Reddit and X are mostly the founder's launch posts and users sharing demos, and the Stremit community review section is empty. Run your own test on a question you can verify before relying on it.
The bottom line.
SPECIMEN 0224 CLOSEDTry it today on a question you already know the answer to, watch who loses and why, then decide if the judge earns your trust. Treat every consensus as a to-do list for verification, not a conclusion.
Field research: 1 page scraped · 3 search passes · 24 community sources. Reviewed by the Koda desk on 2026-09-17.