Passing score
PMLEWhat it takes to pass ML Engineer
Google Cloud does not publish a fixed cut score for PMLE. Here is what is known, and how to prepare when the target is not a number.
What an unpublished cut score means
Google Cloud states that the passing score for PMLE is variable and does not publish it. The exam uses scaled scoring, and the cut can shift between exam revisions as questions are recalibrated.
With no published line there is nothing exact to aim at, and a site that gives you one is guessing. Sit full-length practice under the real time limit and aim for a comfortable margin rather than a precise number.
If you miss it
A retake costs another $200.
Know before you book
Sit a full-length ML Engineer practice exam under the real time limit, scored against a realistic cut, and book the real exam when you have cleared it more than once.
Keep reading
- ML Engineer practice questions
Free sample questions with the full explanation on every answer.
- Free ML Engineer practice test
10 original questions, playable now. No account, no card.
- ML Engineer exam objectives
The full official blueprint, with practice pages on covered objectives.
- ML Engineer exam format
How many questions, how long, what the items look like, and how long it stays valid.
- How hard is ML Engineer?
An honest difficulty read from the format, the clock and the weights.
- What ML Engineer costs
The voucher price, the retake, and what renewal costs across the cycle.
- ML Engineer guide
Who it is for, study plans by experience level, and whether it is worth it.
Practice ML Engineer for free while you decide
Original questions written from the published objectives, with the concept, the reasoning, and a note on every wrong option. No account needed to start.
Start free ML Engineer questions