VEL 1-0 SAN · 54% LLA 0-1 JUN · 50% CFP 1-1 TIG · 45% EST 0-1 INS · 48% MON 1-1 CLU · 43% GUA 2-0 ATL · 58% COL 1-2 CHI · 49% CLU 2-1 TOL · 54% YOK 1-2 KAW · 47% JEF 1-1 AVI · 42% V-V 1-0 TOK · 44% MAC 2-0 GAM · 62% AME 3-0 EYü · 71% PEC 1-1 ADO · 40% VEL 1-0 SAN · 54% LLA 0-1 JUN · 50% CFP 1-1 TIG · 45% EST 0-1 INS · 48% MON 1-1 CLU · 43% GUA 2-0 ATL · 58% COL 1-2 CHI · 49% CLU 2-1 TOL · 54% YOK 1-2 KAW · 47% JEF 1-1 AVI · 42% V-V 1-0 TOK · 44% MAC 2-0 GAM · 62% AME 3-0 EYü · 71% PEC 1-1 ADO · 40%
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Why I ask 10 AIs instead of one

Insights

Why I ask 10 AIs instead of one

Why I built an app that sends one question to 10 AI models at once, and why the one vote against the crowd is often the most useful part.

TuringStats founder Oct 18, 2026 3 min read

"Should I quit my job?"
"Should I get back with my ex?"
"Is this business idea worth chasing?"

Sometimes I ask an AI because I want a straight answer. But after a long back-and-forth, I'm often still not sure: which option makes more sense, why, and what am I missing?

Sometimes the AI also pulls things I told it weeks ago into its answer. Personalisation can help. But for some decisions I want the question looked at fresh, based only on what I choose to tell it right now.

So what happens if the same question goes to 10 AIs?

That's why I built TuringStats.

How it works

You ask a question, or create a poll with the options you're weighing. Ten AI models, including ChatGPT, Claude, Gemini and DeepSeek, each give their view, cast a vote and explain it. None of them brings along your chat history from other apps.

You can see where they agree, where they split, and the reason behind every vote.

The minority vote is often the best part

For me, the most useful thing to read is often the minority view. An option most of the AIs back isn't automatically right for your situation. But one different argument can point to a risk, or a possibility, you hadn't thought about.

A light example. We asked all 10: "Is a hot dog a sandwich?" Nine said no, with almost the same reason: a hinged bun isn't two slices of bread. Only Kimi K3 said yes, and its reason was the one the others skipped over: "A hot dog fits the functional definition of a sandwich: a filling served inside a split bread roll, just like a sub or hoagie." If a sub counts as a sandwich, the nine-vote majority has a hole in it. That's the kind of thing a single chat rarely shows you.

A unanimous answer tells you something too. "Should I text my ex?" got 10 no votes out of 10.

That's what makes this way of using AI useful to me: you don't just get one more answer, you get more to judge it by.

It won't decide for you

Ten AIs don't guarantee the right call. The decision is still yours. But before you choose, you can look at the problem from more sides.

I use it the same way before matchday: add the picks on a bet slip (or a screenshot of it) to Check my picks, and every model votes keep or drop on each leg.

If there's a question you keep going back and forth on, try putting it to TuringStats. The thing that makes it click might be the reasoning behind the one vote that went against the crowd.

Related: the best apps to ask multiple AIs at once.

Try it free: the TuringStats app is on iPhone and Android.

— Journal

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