Dating

Chemistry vs Compatibility: I Built a System for One and the Other Won Anyway

I built a system for one. The other one won anyway.

July 5, 2026 7 min read

I had a spreadsheet. For dating. With scores.

It filtered for compatibility, the stuff that's meant to last: shared values, same direction, easy conversation, lives that fit. I met someone who topped nearly every row. Two dates, both great. On paper, close to perfect.

Then it died. The one thing my system couldn't score just wasn't there for her.

The spark.

Polite goodbye. System beaten by a feeling it couldn't measure.

So here's what I learned about chemistry versus compatibility, from the guy who tried to solve it with a spreadsheet and got humbled.

One signal is fast. The other is slow. That's the whole problem.

Chemistry is the spark. The pull. You feel it in the first hour, sometimes the first minute. Loud and fast.

Compatibility is whether your lives actually fit. Money, kids, values, how you fight. Quiet, boring on paper, and here's the catch: you can't feel it on date one. It takes weeks to show up.

Read that again, because it's the entire trap.

One of these you can read instantly. The other you can't read for months.

And people let the thing they can feel in an hour decide the thing they'll live with for years.

Everyone picks a side based on how they got burned

Half of people swear by chemistry. They once chased a sensible match, ended up in a friendship with a ring on it, and swore never again.

The other half swear by compatibility. They chased the spark into a few disasters and finally noticed butterflies and red flags feel identical in the body.

They're both right. That's why the argument never ends.

No pull, and it's two well-matched people who never catch fire. All pull and nothing under it, and it burns down on schedule, right about when the dopamine wears off and you want different lives.

But "versus" was always wrong. It was never a choice between the two. It's a question of which one you can trust, and when.

Trust the fast signal to make the slow decision and you get the classic mistakes: binning good matches for lack of an instant spark, or sprinting past every red flag chasing one. The spark is loudest exactly when it's most dangerous, the person who runs hot and cold and keeps you guessing. That pull isn't compatibility. It's your nervous system mistaking anxiety for attraction.

Compatibility is boring. That's the point.

Nobody gets butterflies over "we handle money the same way." Nobody writes poetry about both hating the city.

But that's what's still standing at year three, when life starts throwing real weight at it. Compatibility is the load-bearing wall. The exciting stuff sits on top.

Which is why my framework filtered for it first. I still think that's right. Here's the part I had to learn the hard way.

You don't pick one. You run them in order.

Start with compatibility. It's the only part you can screen for, and it has to be there for anything to last. My whole dating framework is built on filtering for people whose lives could actually fit yours, so you stop burning months on the ones that never could.

Then you go on the dates. This is the part the spreadsheet can't do.

You give a compatible person enough real dates to find out if the spark shows up. Because sometimes it does.

What growing chemistry actually feels like (and what a dead end feels like)

This is the part nobody tells you, so here's what I've actually watched happen, both directions.

When it's growing, the dates get easier, not harder. You run out of things to prove and start running out of time instead, suddenly it's midnight and neither of you moved. Small stuff starts to land. An inside joke forms by date two. You catch yourself thinking about telling them something before you've even left. It doesn't announce itself as fireworks. It sneaks up as comfort that keeps getting warmer.

When it's a dead end, everything stays correct and nothing catches. The conversation is good but it never tips into easy. You leave and feel fine, not full. You find yourself listing reasons it should work, which is the tell, because when it's actually working you're not building a case, you're just there. Talking yourself into someone is the sound of chemistry not showing up.

You usually know by the third or fourth date which one you're in. Not from one big moment. From whether the thing is getting warmer or just staying tidy.

Sometimes it just doesn't land. And that's allowed.

That was me. Compatibility real, two great dates, and the spark stayed one-sided. Mine, not hers.

No amount of "but we make sense on paper" summons a feeling in another person. She didn't owe me the spark because I'd done the analysis. You can't argue someone into wanting you, and you shouldn't want to. That's not her failing the system. That's the system meeting the one thing it was never going to control.

The spark is a black swan

I keep coming back to Taleb's black swan. A rare, unpredictable event that sits outside everything you planned for and changes the whole picture when it lands. Life is mostly average and predictable, until it isn't.

Chemistry is that. It doesn't respond to frameworks. You can't optimise for it, can't schedule it, can't calculate when it shows up or when it flat refuses to. My system could do everything except the one thing that actually decides it.

Which sounds like a reason to give up on systems. It isn't. It's a reason to be smart about the part you can touch.

"The perfect match doesn't exist." Actually, it does.

The most quoted line about all this is that the perfect person, spark and compatibility both, doesn't exist, so you should settle around 70 percent.

I think that quits too early.

The perfect match isn't a myth. It's rare. And rare is a number, not an impossibility.

Can I prove that a person exists who you're compatible with and have real chemistry with? No. Nobody can. But the odds of any single date being that person are tiny, so people run a handful of tries, hit the average, and conclude she isn't out there. That's not evidence she doesn't exist. It's just too small a sample to say either way. And betting "she doesn't exist" after ten dates is worse maths than admitting you haven't met enough people yet.

That's the opposite of settling.

So here's the smart part. Filter hard for compatibility so every date already clears half the bar. Then go on enough of them that the rare thing gets a real chance to happen.

Settling is quitting at 70 percent because 100 felt too far. Odds-stacking is staying in long enough to give the 100 a shot. Not the same thing. The difference is whether you keep showing up.

So, which one wins?

Both. But you start with compatibility, because it's the only one you control, and it's the one that decides whether you can stand each other in thirty years.

Just don't treat the spark as optional. I tried to reason my way around it and got a polite goodbye for the effort.

Compatibility gets you a relationship that works. Chemistry gets you one you actually want to be in.

Stop asking "do I feel it right now." Start asking "is this getting warmer, or am I just building a case?"

The system gets you to the door. It doesn't get to decide what happens once you're inside.

I know. Because mine didn't.

Kārlis

Karlis

Divorced at 34, back on the apps after ten years off the market, and writing down what I actually learn instead of pretending I've got it figured out. By day I work in marketing. On weekends I build tools nobody asked for, including this site. No coaching, no alpha, no fake numbers. Half of this is me figuring myself out. Half of it might actually help you.