PortTrip Methodology

How PortTrip scores cruise ports

Every PortTrip recommendation is built on three proprietary frameworks: the DIY Savings Index, the Ship-Safe Timing Buffer, and the DIY Difficulty Score. Here's exactly how each one works.

Last updated: May 2025 · Data covers 50+ cruise ports globally.

Cruise Port Independence Index · 2026 Edition

Reproducible DIY score methodology

The score is a weighted average. Each input is 0–100; weights total 100%. Missing cost data produces limited_data and no score.

20% · transport Reliability

Reliability and clarity of transport between terminal and primary sights.

10% · distance

Penalty for long terminal-to-destination transfers.

10% · transfer Simplicity

Fewer required transfers score higher.

15% · tender Friction

Dock ports score higher; tender and cable-car queues reduce the score.

15% · time Sensitivity

How forgiving the return journey is when delays occur.

10% · walkability

Ease of reaching useful sights on foot or with simple local transport.

10% · cost Advantage

Savings percentage versus the comparable ship excursion.

10% · return Buffer Feasibility

Ability to retain the recommended return buffer in a normal full port day.

Methodology v1.0 · Published 2026-08-19 · Last updated 2026-08-19

Framework 1

DIY Savings Index

The DIY Savings Index measures how much cheaper the independent alternative is compared to the median ship excursion price for the same destination. It's expressed as a percentage and a euro amount.

Formula

DSI = ((Ship Excursion Price − DIY Cost) / Ship Excursion Price) × 100

What goes into "Ship Excursion Price"

We take the median price of the top 3 most popular ship excursions to the same destination (typically: city highlights tour, historical site visit, and beach/leisure option). We check 4–6 major cruise lines per port annually. Prices are sourced directly from cruise line booking systems, not third-party aggregators.

What goes into "DIY Cost"

DIY Cost includes: return transport from port to city centre (bus/train/taxi), entry fees to main attractions, and a mid-range lunch. It excludes shopping. Where a taxi is the only realistic option, we use local taxi rates — not tourist estimates. DIY Costs are updated seasonally (April and October).

72%

€95 saved

Rome (Civitavecchia)

58%

€70 saved

Barcelona

45%

€50 saved

Dubrovnik

Framework 2

Ship-Safe Timing Buffer

The Ship-Safe Timing Buffer (SSTB) is our most conservative calculation. It determines the latest possible departure time from any attraction that still guarantees you're back at the gangway before all-aboard closes.

Formula

SSTB = All-Aboard Time − (Transit Time × 1.25) − 30 min gangway queue − 15 min contingency

Why ×1.25? Real transit takes longer than Google Maps suggests. Missed buses, passport queues, port security, and the occasional wrong platform all add up. We apply a 25% buffer to every transit time — then add another 45 minutes of fixed contingency on top.

Why 30 minutes for gangway queue? On busy port days (especially at Dubrovnik, Kotor, and Mykonos), returning passengers queue. We've seen 25-minute gangway waits on tender days. We build this in by default.

What happens in the planner? Every AI-generated itinerary enforces the SSTB. The app shows a live countdown to your "leave now" time. If you add a stop that pushes past the buffer, the app flags it.

⚠ Tender ports add extra buffer

For tender ports (Santorini, Kotor, some Dubrovnik itineraries), we add an additional 45 minutes to account for tender queues at both ends. Missing a tender is the same as missing the ship.

Framework 3

DIY Difficulty Score

The DIY Difficulty Score (1–10) rates how hard it is to navigate a port independently. A score of 1 means anyone can do it with Google Maps. A score of 9+ means we'd recommend a ship excursion.

Scoring dimensions (each 0–2 points)

Transport clarity

How clear and reliable is the public transport from terminal to city?

Language barrier

How much does not speaking the local language impede navigation?

Walking difficulty

Does reaching the main sights require significant climbing or distance?

Time pressure

How tight is the itinerary relative to all-aboard time?

Crowd/queue risk

Do peak season crowds significantly reduce available time?

1–3

Easy

Solo-friendly, reliable public transport

4–6

Moderate

Doable with preparation

7–10

Hard

Ship excursion may be worth it

Ports we say you should NOT DIY

PortTrip actively flags ports where the DIY route is genuinely risky or poor value. This is not a hedge — it's our honest assessment based on difficulty score, timing constraints, and reported experiences.

Santorini

Cable car queues can hit 90 minutes in summer. Tender delays add another 45. On a 6-hour port call, DIY to the caldera is genuinely tight. We flag this.

Mykonos (tender)

Tender queues on cruise days can be 30–40 minutes. The old town is walkable once ashore, but the return trip is where people miss ships.

Kotor (tender)

The old town is beautiful and easy to walk. But tender days at peak season create 45-minute return waits. Don't cut it close.

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