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Recommendation

Decision summary

Hinterstoder narrowly leads because of good terrain match · 65/100 — led by strong terrain profile and substantial ski-area scale, mixed reliability match · 45/100 — led by strong snow resilience. Loser is the strongest alternative. 2 options remain on the Pareto frontier.

Effectively tied

Hinterstoder

61/100

Why

Hinterstoder narrowly leads because of good terrain match · 65/100 — led by strong terrain profile and substantial ski-area scale, mixed reliability match · 45/100 — led by strong snow resilience. Loser is the strongest alternative. 2 options remain on the Pareto frontier.

Stale evidenceUpdated 1 d ago

Structural fit score: 61/100.

Supporting data are stale; treat the ranking as provisional.

AlternativeLoser

Main uncertaintyThe lead over Loser is small. Most of the evidence requested by this priority profile is available.

Would change ifFresh observations or stronger source agreement could materially change the ranking.

Detailed comparison reasoningEvidence bridge, trade-offs and decision boundaries

Recommended for this profile

Hinterstoder

Balanced all-rounderLow-regret choiceEffectively tied

Effectively tied with Loser. good terrain match · 65/100 — led by strong terrain profile and substantial ski-area scale, mixed reliability match · 45/100 — led by strong snow resilience—but the result is close.

Why Hinterstoder leads Loser Terrain fit +3.4 pts

Terrain fit +3.4Snow reliability -0.5Access -0.5

Incoming snow and Weather stay in the forecast layer unless current/forecast evidence is explicitly part of the Decision score.

Strongest alternativeLoser

Main uncertaintyThe lead over Loser is small. Most of the evidence requested by this priority profile is available.

What could change the resultReduce lift system weight from 14 to 4 and Loser becomes the leading option.

Lead margin2.4pts

Difference between the first and second option.

Ranking stabilityHigh100%

The ranking changes little under nearby priority weights. Rank range 1–1.

Evidence confidence77%

Coverage and coherence of evidence used by this comparison.

Advanced analysisSensitivity, Pareto trade-offs and score contributions

Pareto frontier2 options

No selected option is clearly dominated on the shared evidence.

Explore decision boundaries · what preference change flips the winner?

These are the smallest tested single-dimension changes that produce a different leader. Apply one to inspect that scenario; no new database query is required to calculate the boundary.

Lift systemLoser

Reduce lift system weight from 14 to 4 and Loser becomes the leading option.

14 → 4

Family & valueLoser

Increase family & value weight from 12 to 40 and Loser becomes the leading option.

12 → 40

AccessLoser

Increase access weight from 12 to 68 and Loser becomes the leading option.

12 → 68

Why Hinterstoder leads Loser · 2.4 pts

Lift system+3.5 pts

Family & value-1.1 pts

Terrain+0.7 pts

Snow-0.5 pts

Access-0.5 pts

Scale+0.3 pts

Point contributions reconcile the structural Fit dimensions and confidence-limited current opportunity. Missing evidence is not treated as zero.

More comparison leadersAdditional category leaders

Resort overview

Trip match is profile-specific. Expand the calculation to see exactly how each score is built.

Hinterstoder

#1 · Hinterstoder Hoss · Austria

Decision61/100

Fit61/100

Now0/100

Quality5.0/10

Now00 cm freshReliability4545/100Terrain6565/100Access6790 min

Decision score composition

Fit remains the structural anchor. Current opportunity receives weight only when current evidence is available, covered and fresh; otherwise Decision falls back toward Fit.

Fit60.8100% weight Now0.00% weight Decision60.8/100

Structural Fit calculation

Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.

Snow45/100 · 73% evidence 10.8 / 24.0 pts

Terrain66/100 · 80% evidence 14.6 / 22.0 pts

Scale75/100 · 100% evidence 12.0 / 16.0 pts

Lift system46/100 · 68% evidence 6.5 / 14.0 pts

Access67/100 · 68% evidence 8.1 / 12.0 pts

Family & value73/100 · 41% evidence 8.7 / 12.0 pts

Data coverage: 74%

Current-opportunity calculation

Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.

Fresh snow0 cm 0.0 / 100.0 pts

Mid-mountain snowNo data excluded

Mountain snowNo data excluded

Open terrainNo data excluded

Snow qualityNo data excluded

Valley snowNo data excluded

Data coverage: 16%

Destination typeBalanced all-rounderBest useAdvanced skiing · 62/100Snow reliabilityModerateSki area40 km · 1,400 m verticalTerrain >2,000 m0%Best transfer90 minCurrent dataUpdated for selected datePeer group<50 km · Top 2,000–2,799 m

Strengths

Good terrain match · 65/100 — led by strong terrain profile and substantial ski-area scale..
Mixed reliability match · 45/100 — led by strong snow resilience..

Consider

Snow resilience is less distinctive.

Loser

#2 · Loser Altaussee · Austria

Decision58/100

Fit58/100

Now0/100

Quality7.6/10

Now00 cm freshReliability4747/100Terrain6060/100Access7281 min

Decision score composition

Fit remains the structural anchor. Current opportunity receives weight only when current evidence is available, covered and fresh; otherwise Decision falls back toward Fit.

Fit58.4100% weight Now0.00% weight Decision58.4/100

Structural Fit calculation

Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.

Snow47/100 · 73% evidence 11.3 / 24.0 pts

Terrain63/100 · 80% evidence 13.9 / 22.0 pts

Scale73/100 · 85% evidence 11.7 / 16.0 pts

Lift system21/100 · 68% evidence 3.0 / 14.0 pts

Access72/100 · 68% evidence 8.6 / 12.0 pts

Family & value82/100 · 41% evidence 9.8 / 12.0 pts

Data coverage: 71%

Current-opportunity calculation

Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.

Fresh snow0 cm 0.0 / 100.0 pts

Mid-mountain snowNo data excluded

Mountain snowNo data excluded

Open terrainNo data excluded

Snow qualityNo data excluded

Valley snowNo data excluded

Data coverage: 16%

Destination typeFamily progression baseBest useFamily trips · 62/100Snow reliabilityVery highSki area34 km · 950 m verticalTerrain >2,000 m0%Best transfer81 minCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m

Strengths

Solid terrain match · 60/100 — led by strong terrain profile and substantial ski-area scale..
Mixed reliability match · 47/100 — led by strong snow resilience..

Consider

Snow resilience is less distinctive.

Side-by-side evidence

Detailed comparison

Structural snow resilience uses the multi-winter early/core/late archive after daily de-duplication. Calendar-date rows separately compare current observations with the previous five years. Missing archive evidence remains unknown.

Find column

Scroll horizontally to compare resortsThe attribute column stays visible

Attribute	HinterstoderHinterstoder Hoss	LoserLoser Altaussee
Assessment
Decision score	61/100	58/100
Structural Fit	61/100	58/100
Current opportunity	0/100	0/100
Overall quality	5.0/10	7.6/10clear advantage
Recommendation confidence	Medium	Medium
Ski-area profile
Historical snow reliability	54/100	78/100clear advantage
Typical daytime high	5°C	2°Cclear advantage
Typical snow/freezing level	–	–
Typical overnight low	-1°C	-5°Cclear advantage
Rating	7.2/10clear advantage	6.5/10
Area size class	20–50 km	20–50 km
Ability profile	advanced	novice
Price class	avg	avg
Terrain and altitude
Marked pistes	40 km	34 km
Lowest point	600 m	850 mclear advantage
Highest point	2,000 mclear advantage	1,800 m
Vertical range	1,400 mclear advantage	950 m
Blue pistes	30%	62%
Red pistes	45%	35%
Black pistes	25%clear advantage	3%
Terrain above 2,000 m	0%	0%
Terrain above 3,000 m	0%	0%
Piste-mix diversity	97/100clear advantage	70/100
Slope-angle diversity	27/100	53/100clear advantage
Very/extremely steep terrain	1%	7%clear advantage
Historical context
Historical snow resilience	–	–
Typical early-winter mountain depth	–	–
Typical core-winter mountain depth	–	–
Typical late-winter mountain depth	–	–
Snow consistency	–	–
Late-winter retention	–	–
Lower-mountain retention	–	–
Warm-winter resilience	–	–
Mountain snow versus typical	–	–
Valley snow versus typical	–	–
Open slopes versus typical	–	–
Current snow
Valley snow	–	–
Mid-mountain snow	–	–
Mountain snow	–	–
Fresh snow	0 cm	0 cm
Snow quality	–	–
Snow alert	0 cm	0 cm
Open terrain and lifts
Open slopes	–	–
Open lifts	–	–
Lift capacity per piste km	470 pph/kmclear advantage	279 pph/km
Lift-system coverage	0.28×	0.21×
Terrain per lift	3.1 km/lift	4.3 km/lift
Weather
Minimum temperature	8°C	7°C
Maximum temperature	22°C	22°C
Suitability and facilities
Family suitability	family	–
Piste variety	–	–
Off-piste	–	–
Cross-country	–	–
Lift network	lifts	lifts
Mountain restaurants	restaurants	restaurants
Après-ski	–	–
Public transport	–	transit
Best airport transfer	90 min	81 min
Skiing per transfer hour	27 km/h transfer	25 km/h transfer

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