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Recommendation

Decision summary

Nebelhorn is the strongest match because of strong terrain match · 78/100 — led by strong terrain profile and substantial ski-area scale, mixed reliability match · 48/100 — led by strong snow resilience. Zugspitze is the strongest alternative. 2 options remain on the Pareto frontier. 1 option have limited evidence coverage.

Effectively tied

Nebelhorn

73/100

Why

Nebelhorn is the strongest match because of strong terrain match · 78/100 — led by strong terrain profile and substantial ski-area scale, mixed reliability match · 48/100 — led by strong snow resilience. Zugspitze is the strongest alternative. 2 options remain on the Pareto frontier. 1 option have limited evidence coverage.

Limited evidenceUpdated 16 h ago

Structural fit score: 73/100.

Evidence coverage is limited; the ranking may move with new observations.

AlternativeZugspitze

Main uncertaintyMost 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

Nebelhorn

Large-domain explorerLow-regret choiceEffectively tied

Effectively tied with Zugspitze. strong terrain match · 78/100 — led by strong terrain profile and substantial ski-area scale, mixed reliability match · 48/100 — led by strong snow resilience.

Why Nebelhorn leads Zugspitze Terrain fit +6.9 pts and Access +4.4 pts

Snow now -8.1Terrain fit +6.9Access +4.4Snow reliability +0.3

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

Strongest alternativeZugspitze

Main uncertaintyMost of the evidence requested by this priority profile is available.

What could change the resultIncrease lift system weight from 14 to 44 and Zugspitze becomes the leading option.

Lead margin3.5pts

Difference between the first and second option.

Ranking stabilityHigh100%

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

Evidence confidence75%

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 systemZugspitze

Increase lift system weight from 14 to 44 and Zugspitze becomes the leading option.

14 → 44

SnowZugspitze

Increase snow weight from 24 to 76 and Zugspitze becomes the leading option.

24 → 76

Why Nebelhorn leads Zugspitze · 3.5 pts

Current opportunity-8.1 pts

Access+4.4 pts

Family & value+2.8 pts

Scale+2.6 pts

Terrain+2.1 pts

Lift system-0.6 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.

Nebelhorn

#1 · Oberstdorf Kleinwalsertal · Germany

Decision73/100

Fit73/100

Now2/100

Quality6.0/10

Now21 cm freshReliability4848/100Terrain7878/100Access9355 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.

Fit72.7100% weight Now2.00% weight Decision72.7/100

Structural Fit calculation

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

Snow48/100 · 73% evidence 11.5 / 24.0 pts

Terrain72/100 · 80% evidence 15.9 / 22.0 pts

Scale94/100 · 85% evidence 15.0 / 16.0 pts

Lift system65/100 · 68% evidence 9.1 / 14.0 pts

Access93/100 · 68% evidence 11.1 / 12.0 pts

Family & value84/100 · 41% evidence 10.1 / 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 snow1 cm 2.0 / 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 typeLarge-domain explorerBest useFamily trips · 75/100Snow reliabilityModerateSki area123 km · 1,404 m verticalTerrain >2,000 m0%Best transfer55 minCurrent dataUpdated for selected datePeer group50–149 km · Top 2,000–2,799 m

Strengths

Strong terrain match · 78/100 — led by strong terrain profile and substantial ski-area scale..
Mixed reliability match · 48/100 — led by strong snow resilience..

Consider

Snow resilience is less distinctive.

Zugspitze

#2 · Garmisch Partenkirchen · Germany

Decision69/100

Fit71/100

Now59/100

Quality6.5/10

Now59190 cm upperReliability5454/100Terrain7878/100Access6586 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.

Fit70.886% weight Now59.014% weight Decision69.2/100

Structural Fit calculation

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

Snow54/100 · 73% evidence 13.0 / 24.0 pts

Terrain73/100 · 80% evidence 16.0 / 22.0 pts

Scale90/100 · 85% evidence 14.4 / 16.0 pts

Lift system80/100 · 68% evidence 11.2 / 14.0 pts

Access65/100 · 68% evidence 7.8 / 12.0 pts

Family & value70/100 · 41% evidence 8.4 / 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.

Mountain snow190 cm 27.1 / 42.9 pts

Fresh snow0 cm 0.0 / 22.9 pts

Valley snow190 cm 22.9 / 22.9 pts

Mid-mountain snow190 cm 9.0 / 11.4 pts

Open terrainNo data excluded

Snow qualityNo data excluded

Data coverage: 70%

Destination typeLarge-domain explorerBest useAdvanced skiing · 73/100Snow reliabilityHighSki area61 km · 1,920 m verticalTerrain >2,000 m0%Best transfer86 minCurrent dataUpdated for selected datePeer group50–149 km · Top 2,000–2,799 mCalendar contextMountain snow is 213% above the available five-year level for this point in the season.

Strengths

Strong terrain match · 78/100 — led by strong terrain profile and substantial ski-area scale..
Solid reliability match · 54/100 — led by strong snow resilience..

Ainring

#3 · · Germany

Decision–/100

Fit–/100

Now–/100

Quality–/10

Structural Fit calculation

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

AccessNo data excluded

Family & valueNo data excluded

Lift systemNo data excluded

ScaleNo data excluded

SnowNo data excluded

TerrainNo data excluded

Data coverage: 0%

Current-opportunity calculation

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

Fresh snowNo data excluded

Mid-mountain snowNo data excluded

Mountain snowNo data excluded

Open terrainNo data excluded

Snow qualityNo data excluded

Valley snowNo data excluded

Data coverage: 0%

Destination typeEvidence-limited destinationSnow reliabilityNot availableSki area– · – verticalCurrent dataUpdated for selected date

Strengths

The destination remains scoreable, but there is not enough evidence for a strong archetype.

Consider

Some enriched evidence is unavailable; it is excluded from the score rather than treated as zero.

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	NebelhornOberstdorf Kleinwalsertal	ZugspitzeGarmisch Partenkirchen	AinringGermany
Assessment
Decision score	73/100	69/100	–
Structural Fit	73/100	71/100	–
Current opportunity	2/100	59/100clear advantage	–
Overall quality	6.0/10	6.5/10clear advantage	–
Recommendation confidence	Medium	Medium	Low
Ski-area profile
Historical snow reliability	54/100	65/100clear advantage	–
Typical daytime high	1°C	1°C	–
Typical snow/freezing level	–	–	–
Typical overnight low	-5°C	-5°C	–
Rating	6.7/10	7.8/10clear advantage	–
Area size class	100–150 km	50–100 km	–
Ability profile	intermediate	advanced	–
Price class	avg	avg	–
Terrain and altitude
Marked pistes	123 kmclear advantage	61 km	–
Lowest point	820 m	730 m	–
Highest point	2,224 m	2,650 mclear advantage	–
Vertical range	1,404 m	1,920 mclear advantage	–
Blue pistes	48%	26%	–
Red pistes	41%	56%	–
Black pistes	11%	17%clear advantage	–
Terrain above 2,000 m	0%	0%	–
Terrain above 3,000 m	0%	0%	–
Piste-mix diversity	88/100	89/100	–
Slope-angle diversity	56/100clear advantage	47/100	–
Very/extremely steep terrain	5%	2%	–
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	–	Well above typical+213% vs average · 100th percentile	–
Valley snow versus typical	–	Well above typical+711% vs average · 100th percentile	–
Open slopes versus typical	–	–	–
Current snow
Valley snow	–	190 cm	–
Mid-mountain snow	–	190 cm	–
Mountain snow	–	190 cm	–
Fresh snow	1 cm	0 cm	–
Snow quality	–	–	–
Snow alert	1 cm	0 cm	0 cm
Open terrain and lifts
Open slopes	–	–	–
Open lifts	–	–	–
Lift capacity per piste km	496 pph/km	597 pph/kmclear advantage	–
Lift-system coverage	0.34×	0.86×clear advantage	–
Terrain per lift	2.7 km/lift	2.1 km/lift	–
Weather
Minimum temperature	6°C	3°C	10°C
Maximum temperature	8°C	3°C	16°C
Suitability and facilities
Family suitability	family	–	–
Piste variety	–	–	–
Off-piste	–	–	–
Cross-country	–	–	–
Lift network	–	lifts	–
Mountain restaurants	–	–	–
Après-ski	–	–	–
Public transport	transit	transit	–
Best airport transfer	55 minclear advantage	86 min	–
Skiing per transfer hour	135 km/h transferclear advantage	42 km/h transfer	–

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Decision summary

Nebelhorn

Nebelhorn

Resort overview

Nebelhorn

Zugspitze

Ainring

Detailed comparison