Andrew C McLaughlin

I scored 147 forecasts out-of-sample. 0 survived adversarial verification. I test whether an edge is real — never sell one. Free test → link in bio.

[Andrew C McLaughlin @alphaedgetest]

I'm Andrew McLaughlin. I built the Alpha Edge Test.

I don't sell edges. I check whether the one you think you have is real, or just a backtest that got lucky.

Independent, signed, out-of-sample. PASS / FAIL / INCONCLUSIVE. A FAIL is a valid result.

Here's what that looks like.

[Andrew C McLaughlin @alphaedgetest]

@cryptorover Hers the test to see if ur strategy works.

https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@claudeai I made this. And it’s free for Everyone!!!!

https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@RealJackPoor I can show you how not to lose money. Test your edge before u deploy any bot with real money. And i made it completely free

https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@_bolivian Check ur forecast here first before u lose all ur money. It’s free to use.
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@Kalshi See if u really do have an edge. I created the first easy test to find out. But it’s also useful for mom and dad’s budget. Or to test your local municipal budget.
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@Traderfinn0 This will save you wasted money on an edge that doesn’t exist. Try it first for free before u upload ur bot.
Test ur forecast.

https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@Remzztrades Does he have an edge? Check it here. I built the test to find out.
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@AshCrypto They should check their forecasts.

https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@RealJackPoor Does your forecast beat the test? I doubt it. Because you can’t prove https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@elonmusk He should use this for his forecasts. https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@Kalshi_Finance https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@maarcoofdezz It’s crap. I literally invented the test to see.
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@0x_Discover He got lucky on an outlier. He can’t prove the edge. I know. I literally built the test to see if there is an edge. And i made it free. Try it.
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@0xMovez Put through the test to see if there really is an edge. It’s free. I doubt it passes
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@ORACLEAIFND Well, test against a naive sample to see if u have the edge. I literally created the test to check how it stacks up. Anonymously without API.
And it’s free
@alphaedgetest
https://t.co/wLeCFPG8Po

[Andrew C McLaughlin @alphaedgetest]

@WatcherGuru Test to see if your edge is legit

https://t.co/JNwM4DN0wS

[Andrew C McLaughlin @alphaedgetest]

@WatcherGuru Every one is posting that they have an edge. I literally created the test to see. And it’s free!
@alphaedgetest

[Andrew C McLaughlin @alphaedgetest]

@elonmusk My Name is Andrew McLaughlin and I created a test to actually prove if a forecast beats a fair naive benchmark. It may help you. It's free to see if your teams can beat it!
https://t.co/TtJKGufW0p @alphaedgetest

[Andrew C McLaughlin @alphaedgetest]

If the result holds up and you need something you can hand a boss, an investor, or a client, that's the paid side: an independent signed report, with ongoing monitoring for drift.

Not advice. Not a signal. Just a verdict you can defend.

Free test: link in bio.

[Andrew C McLaughlin @alphaedgetest]

The free test runs entirely in your browser.

Unlimited, no signup, nothing leaves your device. You bring out-of-sample data, it scores your model against a hard-to-beat naive benchmark, you read the verdict.

Private by design. I never see your data.