Balances permanent quality, snow reliability, terrain and current conditions.
Tune prioritiesBalanced
Decision weights
Missing resort data remain eligible: unavailable evidence is omitted and confidence falls instead of the resort receiving a zero.
More comparison optionsTrip context · direct add · display
Fit = structural suitabilityNow = current opportunityDecision combines both when timing makes current conditions relevant
How Benchmark works
Priorities determine the structural ranking; optional trip context refines those priorities without excluding a resort. Evidence describes data support, Stability tests nearby priority changes, and Frontier marks a non-dominated option on comparable evidence.
Trip contextOptional
Use these only when they matter for this trip. They adjust ranking and interpretation; they are not hidden filters.
Au Schoppernau narrowly leads because of strong terrain match · 85/100 — led by strong terrain profile and substantial ski-area scale; partial evidence, good reliability match · 65/100 — led by strong snow resilience; partial evidence. Chamonix is the strongest alternative. 5 options remain on the Pareto frontier. 6 options have limited evidence coverage.
Balanced profileSummer / glacier
Effectively tied
Au Schoppernau
79/100
Why
Au Schoppernau narrowly leads because of strong terrain match · 85/100 — led by strong terrain profile and substantial ski-area scale; partial evidence, good reliability match · 65/100 — led by strong snow resilience; partial evidence. Chamonix is the strongest alternative. 5 options remain on the Pareto frontier. 6 options have limited evidence coverage.
Limited evidenceUpdated 16 h ago
Strong overall decision score (79/100).
Evidence coverage is limited; the ranking may move with new observations.
AlternativeChamonix
Main uncertaintyThe lead over Chamonix is small. Some requested evidence is unavailable; the score is rescaled over the evidence that exists.
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
Au Schoppernau
Advanced-terrain specialistEffectively tied
Effectively tied with Chamonix. strong terrain match · 85/100 — led by strong terrain profile and substantial ski-area scale; partial evidence, good reliability match · 65/100 — led by strong snow resilience; partial evidence—but the result is close.
Why Au Schoppernau leads ChamonixTerrain fit +7.0 pts and Snow reliability +0.9 pts
Terrain fit +7.0Snow now -6.7Snow reliability +0.9Access +0.2
Incoming snow and Weather stay in the forecast layer unless current/forecast evidence is explicitly part of the Decision score.
Strongest alternativeChamonix
Main uncertaintyThe lead over Chamonix is small. Some requested evidence is unavailable; the score is rescaled over the evidence that exists.
What could change the resultReduce lift system weight from 14 to 7 and Chamonix becomes the leading option.
Lead margin1.6pts
Difference between the first and second option.
Ranking stabilityHigh100%
The ranking changes little under nearby priority weights. Rank range 3–3.
Evidence confidence53%
Coverage and coherence of evidence used by this comparison.
Advanced analysisSensitivity, Pareto trade-offs and score contributions
Pareto frontier5 options
2 options are dominated on commonly available dimensions.
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 systemChamonix
Reduce lift system weight from 14 to 7 and Chamonix becomes the leading option.
14 → 7
ScaleChamonix
Increase scale weight from 16 to 32 and Chamonix becomes the leading option.
16 → 32
AccessChamonix
Increase access weight from 12 to 44 and Chamonix becomes the leading option.
12 → 44
Family & valueAbondance
Increase family & value weight from 12 to 46 and Abondance becomes the leading option.
12 → 46
Why Au Schoppernau leads Chamonix · 1.6 pts
Current opportunity-6.7 pts
Lift system+4.4 pts
Terrain+2.6 pts
Snow+0.9 pts
Scale-0.7 pts
Family & value+0.7 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.
Now00 cm freshReliability6565/100Terrain8585/100Access7577 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.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow65/100 · 37% evidence15.5 / 24.0 pts
Terrain87/100 · 44% evidence19.0 / 22.0 pts
Scale81/100 · 85% evidence12.9 / 16.0 pts
Lift system97/100 · 8% evidence13.6 / 14.0 pts
Access75/100 · 68% evidence9.0 / 12.0 pts
Family & value74/100 · 41% evidence8.9 / 12.0 pts
Data coverage: 46%
Current-opportunity calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Fresh snow0 cm0.0 / 100.0 pts
Mid-mountain snowNo dataexcluded
Mountain snowNo dataexcluded
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Valley snowNo dataexcluded
Data coverage: 16%
Destination typeAdvanced-terrain specialistBest useAdvanced skiing · 81/100Snow reliabilityHighSki area40 km · 1,240 m verticalBest transfer77 minCurrent dataUpdated for selected datePeer group<50 km · Top 2,000–2,799 m
Strengths
Strong terrain match · 85/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Good reliability match · 65/100 — led by strong snow resilience; partial evidence..
Consider
Scale trails the selected-set median by 10 points.
Now49259 cm upperReliability7171/100Terrain8686/100Access8563 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.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow71/100 · 73% evidence16.9 / 24.0 pts
Terrain86/100 · 80% evidence19.0 / 22.0 pts
Scale98/100 · 85% evidence15.7 / 16.0 pts
Lift system76/100 · 68% evidence10.7 / 14.0 pts
Access85/100 · 68% evidence10.2 / 12.0 pts
Family & value79/100 · 41% evidence9.5 / 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 snow259 cm37.0 / 42.9 pts
Fresh snow0 cm0.0 / 22.9 pts
Valley snow30 cm3.8 / 22.9 pts
Mid-mountain snow167 cm8.0 / 11.4 pts
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Data coverage: 70%
Destination typeAdvanced-terrain specialistBest useAdvanced skiing · 84/100Snow reliabilityHighSki area175 km · 2,842 m verticalTerrain >2,000 m55%Best transfer63 minCurrent dataUpdated for selected datePeer group150–299 km · Top 2,800+ m
Strengths
Strong terrain match · 86/100 — led by strong terrain profile and substantial ski-area scale..
Good reliability match · 71/100 — led by strong snow resilience..
Fit remains the structural anchor. Current opportunity receives weight only when current evidence is available, covered and fresh; otherwise Decision falls back toward Fit.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow60/100 · 37% evidence16.3 / 27.3 pts
Terrain73/100 · 44% evidence18.1 / 25.0 pts
Scale88/100 · 100% evidence15.9 / 18.2 pts
Lift system52/100 · 68% evidence8.3 / 15.9 pts
Family & value95/100 · 28% evidence12.9 / 13.6 pts
AccessNo dataexcluded
Data coverage: 47%
Current-opportunity calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Fresh snow0 cm0.0 / 100.0 pts
Mid-mountain snowNo dataexcluded
Mountain snowNo dataexcluded
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Valley snowNo dataexcluded
Data coverage: 16%
Destination typeLarge-domain explorerBest useFamily trips · 75/100Snow reliabilityMarginalSki area580 km · 1,269 m verticalCurrent dataUpdated for selected datePeer group300+ km · Top 2,000–2,799 m
Strengths
Good terrain match · 76/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Solid reliability match · 60/100 — led by strong snow resilience; partial evidence..
Now310 cm upperReliability9595/100Terrain8080/100Access9733 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.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow95/100 · 37% evidence22.7 / 24.0 pts
Terrain70/100 · 52% evidence15.5 / 22.0 pts
Scale91/100 · 100% evidence14.5 / 16.0 pts
Lift system76/100 · 68% evidence10.7 / 14.0 pts
Access97/100 · 68% evidence11.6 / 12.0 pts
Family & value86/100 · 41% evidence10.3 / 12.0 pts
Data coverage: 59%
Current-opportunity calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Mountain snow10 cm1.1 / 33.3 pts
Open terrain8%1.8 / 22.2 pts
Fresh snow0 cm0.0 / 17.8 pts
Valley snow0 cm0.0 / 17.8 pts
Mid-mountain snow6 cm0.2 / 8.9 pts
Snow qualityNo dataexcluded
Data coverage: 90%
Destination typeLarge-domain explorerBest useShort breaks · 88/100Snow reliabilityExceptionalSki area65 km · 1,515 m verticalBest transfer33 minCurrent dataUpdated for selected datePeer group50–149 km · Top 2,800+ mCalendar contextMountain snow is 64% below the available five-year level for this point in the season.
Strengths
Strong terrain match · 80/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Exceptional reliability match · 95/100 — led by strong snow resilience; partial evidence..
Consider
Some enriched evidence is unavailable; it is excluded from the score rather than treated as zero.
Now20101 cm upperReliability9494/100Terrain7171/100Access61104 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.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow94/100 · 73% evidence22.5 / 24.0 pts
Terrain75/100 · 80% evidence16.4 / 22.0 pts
Scale99/100 · 100% evidence15.9 / 16.0 pts
Lift system40/100 · 68% evidence5.6 / 14.0 pts
Access61/100 · 68% evidence7.3 / 12.0 pts
Family & value64/100 · 41% evidence7.7 / 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.
Mountain snow101 cm14.4 / 42.9 pts
Fresh snow0 cm0.0 / 22.9 pts
Valley snow19 cm2.4 / 22.9 pts
Mid-mountain snow68 cm3.2 / 11.4 pts
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Data coverage: 70%
Destination typeHigh-alpine snow anchorBest useSnow-first trips · 81/100Snow reliabilityVery highSki area322 km · 2,337 m verticalTerrain >2,000 m92%Best transfer104 minCurrent dataUpdated for selected datePeer group300+ km · Top 2,800+ mCalendar contextMountain snow is 22% below the available five-year level for this point in the season.
Strengths
Good terrain match · 71/100 — led by strong terrain profile and substantial ski-area scale..
Exceptional reliability match · 94/100 — led by strong snow resilience..
Now00 cm freshReliability7474/100Terrain7070/100Access10441 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.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow74/100 · 73% evidence17.7 / 24.0 pts
Terrain74/100 · 80% evidence16.3 / 22.0 pts
Scale97/100 · 85% evidence15.5 / 16.0 pts
Lift system39/100 · 68% evidence5.4 / 14.0 pts
Access10/100 · 68% evidence1.2 / 12.0 pts
Family & value63/100 · 41% evidence7.6 / 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 cm0.0 / 100.0 pts
Mid-mountain snowNo dataexcluded
Mountain snowNo dataexcluded
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Valley snowNo dataexcluded
Data coverage: 16%
Destination typeLarge-domain explorerBest useAdvanced skiing · 70/100Snow reliabilityVery highSki area142 km · 2,101 m verticalTerrain >2,000 m57%Best transfer441 minCurrent dataUpdated for selected datePeer group50–149 km · Top 2,800+ m
Strengths
Good terrain match · 70/100 — led by strong terrain profile and substantial ski-area scale..
Good reliability match · 74/100 — led by strong snow resilience..
Now00 cm freshReliability3333/100Terrain5858/100Access7358 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.
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow33/100 · 37% evidence8.0 / 24.0 pts
Terrain49/100 · 44% evidence10.7 / 22.0 pts
Scale32/100 · 100% evidence5.2 / 16.0 pts
Lift system67/100 · 68% evidence9.4 / 14.0 pts
Access73/100 · 68% evidence8.7 / 12.0 pts
Family & value99/100 · 28% evidence11.9 / 12.0 pts
Data coverage: 56%
Current-opportunity calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Fresh snow0 cm0.0 / 100.0 pts
Mid-mountain snowNo dataexcluded
Mountain snowNo dataexcluded
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Valley snowNo dataexcluded
Data coverage: 16%
Destination typeFamily progression baseBest useFamily trips · 66/100Snow reliabilityLowSki area8 km · 280 m verticalBest transfer58 minCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Solid terrain match · 58/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 33/100 — led by strong snow resilience; partial evidence..
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
AccessNo dataexcluded
Family & valueNo dataexcluded
Lift systemNo dataexcluded
ScaleNo dataexcluded
SnowNo dataexcluded
TerrainNo dataexcluded
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 dataexcluded
Mid-mountain snowNo dataexcluded
Mountain snowNo dataexcluded
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Valley snowNo dataexcluded
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.
Scroll horizontally to compare resortsThe attribute column stays visible