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How I Built My CAT Prep Strategy to 99.93 Percentile (And What I'd Do Differently)

Abhishek Leela Pandey
Jun 30, 2026 · 4 min read · 👁 13
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How I Built My CAT Prep Strategy to 99.93 Percentile (And What I'd Do Differently)

I get asked some version of "what was your CAT strategy" often enough that I think it's worth writing down properly, including the parts that don't make for a flattering story, the wasted weeks, the strategy I clung to for too long before changing it, and the few decisions I'd genuinely do differently if I were starting today.

What I got right early. Treating it as a daily practice, not a study project

The one decision I'm most confident mattered was treating CAT prep less like an academic subject to "study" and more like a skill to drill, closer to how you'd train for a sport than how you'd prepare for a university exam. From early on, I structured my days around section specific practice blocks rather than open ended "study time," and I tracked consistency obsessively, almost to a fault. Looking back, this is the seed of what eventually became GRADSCALE's entire philosophy, that execution, not content coverage, is the actual bottleneck for most serious aspirants.

What I got wrong. Spending too long on formula accumulation

In my first six to eight weeks, I built an enormous Quant formula document, every identity, every shortcut, every trick I came across, compiled obsessively. It felt productive. In hindsight, it was close to wasted effort. What actually moved my Quant score wasn't the formula document. It was the weeks I later spent doing deep, topic by topic drilling until pattern recognition became automatic. The formula sheet gave me false confidence that I'd "covered" Quant, when the real work, building speed and recognition through volume, hadn't started yet.

If I were starting over, I'd skip the formula compilation phase almost entirely and go straight to topic deep practice, treating formula recall as something that gets absorbed naturally through repeated application rather than something to memorize upfront.

The mock test mistake I made

I started full mock tests too early, within the first three weeks, mostly out of anxiety about not knowing where I stood. The scores were, predictably, discouraging, and they weren't actually diagnostic of anything useful, since I hadn't built enough baseline skill yet for the mock to reveal anything beyond "you're unfamiliar with the full paper format." I'd have been better served waiting six to eight weeks, building section specific comfort first, then using mocks for what they're actually good at, testing whether skill holds up under full paper conditions, not building that skill in the first place.

What actually drove the percentile jump

Looking back at my own practice logs from that period, the clearest inflection point wasn't a strategy change. It was roughly week ten, when I started doing the "wrong answer autopsy" I now tell every aspirant to do, for every question I got wrong, writing a specific sentence about why, rather than just noting the correct answer and moving on. This sounds almost too simple to matter, but the shift in how I was extracting information from practice, from "did I get it right" to "exactly why did I get it wrong," is, in hindsight, the single change that correlates most clearly with my score acceleration in the back half of my prep.

The plateau, and what got me through it

I hit the same three month plateau I now see almost universally among aspirants I mentor, scores flattened, motivation dipped, and the temptation to just study more hours instead of studying differently was strong. What actually worked was almost embarrassingly unglamorous. I kept the daily structure running even when it didn't feel productive, and I changed what I was tracking, moving from "did my score go up" to specific error category tracking. The score gains came back, with a lag, once the underlying skill consolidation caught up to the effort I'd already put in.

What I'd tell myself at the start

Spend less time building reference material and more time doing varied, reviewed practice from week one. Don't run a full mock until you've built genuine section level comfort. Track your specific error patterns, not just your scores. And protect daily consistency especially during the stretch where it feels least rewarding. That's usually exactly when the real consolidation is happening, even if the scoreboard doesn't show it yet.

None of this is a secret strategy. It's closer to a set of small, unglamorous habits that compound, which, frankly, is most of what GRADSCALE is actually built to enforce for people who don't want to have to white knuckle that discipline entirely on their own.

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Abhishek Leela Pandey

Founder of GRADSCALE and the educator behind GRADSKOOL, where he has taught CAT, IPMAT and XAT preparation directly to thousands of aspirants. GRADSCALE's daily execution structure comes directly from that classroom experience.

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