What the MTA Doesn't Show You About Elevator Risk

The MTA Elevator Status page is reactive by design. It tells you when a unit is already out of service. By then, you're already in the station — already late, already stuck.

TrakkRecord™ works the other way around. Instead of waiting for a breakdown to be reported, it reads the pattern that leads up to one. Six years of MTA availability records — covering 689 elevator and escalator units across the city — reveals something hindsight alone never could: outages aren't random. They cluster. They follow wear cycles. They're predictable.

What the data actually shows

Units that fail in a given month almost always had unusually frequent outages in the three to six months before. That's the warning sign Trakkr learned to read. Combined with entrapment history — which units have physically trapped riders inside — Trakkr gives every elevator and escalator a 30-day risk score, regardless of whether the MTA has flagged it yet.

On 2025 records that the system had never seen during training, Trakkr correctly flagged 96 out of every 100 elevators that actually went down. The 4 it missed are the cost of giving riders a heads up at all — and across the system, that warning is the difference between rerouting before you leave home and being stranded on a platform.

96%

of failures caught early

689

Units tracked

30 day

Forecast window

What URGENT actually means

An URGENT-rated unit isn't just "might fail." It means two things are true at once: Trakkr's risk score is over 70%, and the unit has a documented history of trapping riders inside. This isn't elevated risk — it's a specific elevator that has stranded passengers before and is highly likely to do it again in the next 30 days.

Severity Tiers

URGENT High risk score, plus a history of trapping riders inside. Know your secondary exit before you arrive.

MONITOR Medium risk score — wearing in a way that's worth keeping an eye on. Worth confirming live status before an accessibility-dependent trip.

LOW Low risk score. Wearing normally for its age. No unplanned outage expected in the next 30 days.

Why elevators and escalators get separate forecasts

Elevators and escalators fail differently. Elevator outages tend to be longer and carry the risk of trapping riders inside. Escalators fail more often but recover faster. Lumping them into one forecast dilutes both signals — so we keep them apart.

Trakkr's elevator forecast catches roughly 96 out of every 100 failures in advance. The escalator forecast catches roughly 95 out of every 100. Each is tuned on its own, and the riskiest unit at any given station is the one we surface in your report.

The MTA will tell you when it breaks. Trakkr tells you it's about to. You get to choose which version of that information you'd rather have.