Trainator — Browser Extension

Buchung — Verbindungen×

‹›↻

🔒www.bahn.de/buchung/start?S=Stralsund%20Hbf&Z=Karlsruhe%20Hbf&hd=2026-05-28T13:49

TRAINATOR ACTIVE

Hinfahrt

Angebote

Kundendaten

Zahlung

Prüfen

Abbrechen ✕

Stralsund Hbf – Karlsruhe Hbf1 Person (27–64 Jahre)keine ErmäßigungAnfrage ändern

Einfache Fahrt Do. 28. Mai 2026

Jetzt aktualisiert

€Unsere Bestpreise anzeigen¹

Frühere Verbindungen ↑

13:49 – 22:49|9h|2 Umstiege|

Verbindung zu 44% wahrscheinlichMittlere Auslastung erwartet

ICE 935

ICE 775

RE73

Stralsund HbfKarlsruhe Hbf

!Es liegen Meldungen vor.

Details ▾

152,99 €

Weiter

+ Rückfahrt hinzufügen

13:49 – 22:56|9h 7min|1 Umstieg|

Verbindung zu 80% wahrscheinlichMittlere Auslastung erwartet

ICE 935

ICE 205

Stralsund HbfKarlsruhe Hbf

!Es liegen Meldungen vor.

Details ▾

139,99 €

Weiter

+ Rückfahrt hinzufügen

(Mockup — used for legal reasons. Not an actual rendering of bahn.de.)

Reisedetails — Stralsund → Karlsruhe×

‹›↻

🔒www.bahn.de/buchung/details?vbid=f6b2…&date=2026-05-28

TRAINATOR ACTIVE

13:497h 7min

Gl. 2Stralsund Hbf ›

ICE 935

nach Saarbrücken Hbf

BefördererBordbistroWeitere Informationen

Mittlere Auslastung erwartet

ABC Fahrtinformationen

10 Haltestellen ▾

20:56

Gl. 12Frankfurt(Main)Hbf ›

24min

Umstieg

Umstiegszeit verlängern

21:2050min

Gl. 7Frankfurt(Main)Hbf ›

ICE 775

nach Stuttgart Hbf

BefördererBordbistroFahrradmitnahmeWeitere Informationen

Geringe Auslastung erwartet

ABC Fahrtinformationen

1 Haltestelle ▾

22:10

Gl. 7Heidelberg Hbf ›

6min

Umstieg am selben Bahnsteig

Umstiegszeit verlängern

22:1633min

Gl. 8Heidelberg Hbf ›

RE73 (15997)

nach Karlsruhe Hbf

BefördererFahrradmitnahmeWeitere Informationen

Mittlere Auslastung erwartet

(Mockup — used for legal reasons. Not an actual rendering of bahn.de.)

01 · What it does

A probability on every connection we track.

For every connection Trainator covers, you get a single calibrated number — how likely the whole trip actually works end-to-end. One reading per connection, sitting quietly next to the result.

Per transfer and end-to-end

Each individual transfer gets its own probability, and the trip as a whole gets a combined score — so you can see both where the risk sits and how the journey looks overall.

Color-coded at a glance

Green, amber, red. The score is sized and tinted so the riskier transfers stand out without you having to read every number.

Reads the page, not you

Only the trip details visible on the page are used to compute the score. No cookies, no browsing history, no profile.

Constantly reworked

The model keeps learning. Every new trip in the wild feeds back into calibration, so the score you see this month is sharper than the one we showed last month.

02 · Reading the score

Three statuses. Three colors.

The percentage is the model's calibrated probability that the connection works end-to-end — you board the first train, you catch the transfer, and you arrive at the destination station no later than the schedule plus your acceptable margin.

92%

TRAINATOR

Sichere Verbindung

Trainator estimates this connection to be reliable.

85 — 100%

67%

TRAINATOR

Knappe Verbindung

Trainator estimates this connection to carry some risk. We wouldn't recommend it if you have a choice, or if it's important to be punctual.

60 — 84%

38%

TRAINATOR

Riskante Verbindung

Trainator predicts this connection to be quite risky. We recommend either choosing something else or extending your stay.

0 — 59%

03 · How it works

Three things happen when the page loads.

01 · LOOK

Reads the connection

When your search results or trip details appear, Trainator notices each connection on the page — which trains, which transfer station, how long you have between them.

02 · THINK

Predicts with machine learning

Trainator runs the connection through a machine-learning model trained on a broad range of operational data — not just past performance — to predict how this specific trip is likely to play out.

03 · SHOW

Draws the score in place

The badge slides in next to the connection. Toggle the extension off and the badges vanish — the host page itself is never modified.

04 · Supported scope

ICE connections on bahn.de — for now.

v1.0 focuses on what we can predict well: ICE departures, and any connection that starts with or follows an ICE. Other train classes, other operators and other booking sites are next on the roadmap.

Live in v1.0

bahn.de· ICE departures & connections after an ICE

✓Search-results view — one score per connection
✓Trip-details view — score per transfer and end-to-end
✓Trips where the first leg is an ICE
✓Transfers from an ICE onto any follow-on train
–IC / EC, regional and S-Bahn-only trips: not scored yet
–Other booking sites: not scored yet

What's coming.Coverage will expand to IC/EC and long-distance regional trips, then to other operators — SBB, ÖBB, Trainline and more. Updates ship silently in the background; you won't need to reinstall.

Available now · Chrome & Firefox

Install the extension.

It only wakes up when you're on a bahn.de search page or trip-details view, and stays out of the way everywhere else.

Add to Chrome Add to Firefox

See your real chance of catching that connection.

Einfache Fahrt Do. 28. Mai 2026

And when you open a trip's details…

A probability on every connection we track.

Per transfer and end-to-end

Color-coded at a glance

Reads the page, not you

Constantly reworked

Three statuses. Three colors.

Three things happen when the page loads.

Reads the connection

Predicts with machine learning

Draws the score in place

ICE connections on bahn.de — for now.

Install the extension.