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We can't responsibly assign a precise ban-risk percentage to any tool without a controlled test — the specific numbers you'll see floating around the internet for this category are not independently verifiable and we won't repeat them as fact. What we can do is compare each tool's architecture, since that's a documented, checkable difference in how each one operates against your account. Each tool below has its own full breakdown.
LHIs Linked Helper safe?
Local or cloud storage, LinkedIn is talking to a single account either way. One license is tied to one LinkedIn account at a time, which limits cross-account correlation risk — but any pattern LinkedIn does flag attaches directly to your real session.
Read the full breakdownHRIs HeyReach safe?
Built around sender isolation — many LinkedIn accounts run from one workspace without shared infrastructure correlating them. Cloud-based, so execution doesn't depend on any one device staying on.
Read the full breakdownEXIs Expandi safe?
Each connected account gets its own country-matched IP — the architecture most often cited as the safer end of the spectrum among cloud tools. Not the same thing as risk-free.
Read the full breakdown
The pattern across all three: architecture (local vs. cloud vs. dedicated IP) changes how detectable your traffic looks, but it doesn't override the two things every source agrees matter most — how much you send, and how personalized it is. A well-configured cheap tool used conservatively will usually outperform an expensive tool pushed to its limits.
For the legal background behind account restrictions, see Is LinkedIn automation illegal? Full pricing and feature comparisons are on the main tool comparison.