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.
Karersee narrowly leads because of strong terrain match · 79/100 — led by strong terrain profile and substantial ski-area scale; partial evidence, good reliability match · 69/100 — led by strong snow resilience; partial evidence. Chamonix is the strongest alternative. 3 options remain on the Pareto frontier. 4 options have limited evidence coverage.
Balanced profileSummer / glacier
Effectively tied
Karersee
76/100
Why
Karersee narrowly leads because of strong terrain match · 79/100 — led by strong terrain profile and substantial ski-area scale; partial evidence, good reliability match · 69/100 — led by strong snow resilience; partial evidence. Chamonix is the strongest alternative. 3 options remain on the Pareto frontier. 4 options have limited evidence coverage.
Stale evidenceUpdated 1 d ago
Strong structural fit for the selected priorities (76/100).
Supporting data are stale; treat the ranking as provisional.
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
Karersee
Large-domain explorerEffectively tied
Effectively tied with Chamonix. strong terrain match · 79/100 — led by strong terrain profile and substantial ski-area scale; partial evidence, good reliability match · 69/100 — led by strong snow resilience; partial evidence—but the result is close.
Why Karersee leads ChamonixTerrain fit +10.2 pts and Snow reliability +4.1 pts
Terrain fit +10.2Access -8.8Snow reliability +4.1Snow now -4.0
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 family & value weight from 12 to 4 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 2–3.
Evidence confidence47%
Coverage and coherence of evidence used by this comparison.
Advanced analysisSensitivity, Pareto trade-offs and score contributions
Pareto frontier3 options
7 options are dominated on commonly available dimensions.
Lowest-regret optionChamonix · 94% robustness
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.
Family & valueChamonix
Reduce family & value weight from 12 to 4 and Chamonix becomes the leading option.
12 → 4
TerrainChamonix
Increase terrain weight from 22 to 41 and Chamonix becomes the leading option.
22 → 41
ScaleChamonix
Increase scale weight from 16 to 40 and Chamonix becomes the leading option.
16 → 40
Why Karersee leads Chamonix · 1.6 pts
Access-8.8 pts
Family & value+4.2 pts
Snow+4.1 pts
Current opportunity-4.0 pts
Lift system+3.4 pts
Terrain+1.4 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.
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.
Snow69/100 · 37% evidence18.7 / 27.3 pts
Terrain71/100 · 52% evidence17.8 / 25.0 pts
Scale82/100 · 85% evidence14.8 / 18.2 pts
Lift system80/100 · 8% evidence12.7 / 15.9 pts
Family & value91/100 · 41% evidence12.4 / 13.6 pts
AccessNo dataexcluded
Data coverage: 40%
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 · 80/100Snow reliabilityHighSki area42 km · 1,218 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top 2,000–2,799 m
Strengths
Strong terrain match · 79/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Good reliability match · 69/100 — led by strong snow resilience; partial evidence..
Consider
Some enriched evidence is unavailable; it is excluded from the score rather than treated as zero.
Now29145 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 snow145 cm20.7 / 42.9 pts
Fresh snow0 cm0.0 / 22.9 pts
Valley snow30 cm3.8 / 22.9 pts
Mid-mountain snow99 cm4.7 / 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+ mCalendar contextMountain snow is 133% above the available five-year level for this point in the season.
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.
Snow56/100 · 37% evidence15.2 / 27.3 pts
Terrain72/100 · 52% evidence18.0 / 25.0 pts
Scale78/100 · 100% evidence14.2 / 18.2 pts
Lift system63/100 · 68% evidence10.0 / 15.9 pts
Family & value85/100 · 41% evidence11.6 / 13.6 pts
AccessNo dataexcluded
Data coverage: 51%
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 · 72/100Snow reliabilityMarginalSki area27 km · 1,450 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top 2,000–2,799 m
Strengths
Good terrain match · 74/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Solid reliability match · 56/100 — led by strong snow resilience; partial evidence..
Consider
Across the commonly available decision dimensions, Karersee Welschnofen is at least as strong and meaningfully better on one or more dimensions.
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 · 73% evidence16.3 / 27.3 pts
Terrain80/100 · 80% evidence20.0 / 25.0 pts
Scale59/100 · 100% evidence10.7 / 18.2 pts
Lift system50/100 · 68% evidence8.0 / 15.9 pts
Family & value69/100 · 41% evidence9.4 / 13.6 pts
AccessNo dataexcluded
Data coverage: 66%
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 typeTerrain-led destinationBest useAdvanced skiing · 68/100Snow reliabilityHighSki area9 km · 1,110 m verticalTerrain >2,000 m33%Current dataUpdated for selected datePeer group<50 km · Top 2,000–2,799 m
Strengths
Good terrain match · 66/100 — led by strong terrain profile and substantial ski-area scale..
Solid reliability match · 60/100 — led by strong snow resilience..
Consider
Scale trails the selected-set median by 21 points.
Now2275 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 snow75 cm7.5 / 30.0 pts
Open terrain7%1.4 / 20.0 pts
Fresh snow0 cm0.0 / 16.0 pts
Valley snow19 cm1.7 / 16.0 pts
Snow quality9.6/109.6 / 10.0 pts
Mid-mountain snow53 cm1.8 / 8.0 pts
Data coverage: 100%
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 40% 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 freshReliability5656/100Terrain6565/100Access7585 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.
Snow56/100 · 73% evidence13.4 / 24.0 pts
Terrain67/100 · 80% evidence14.8 / 22.0 pts
Scale96/100 · 100% evidence15.3 / 16.0 pts
Lift system30/100 · 68% evidence4.2 / 14.0 pts
Access75/100 · 68% evidence9.0 / 12.0 pts
Family & value61/100 · 41% evidence7.3 / 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 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 · 66/100Snow reliabilityModerateSki area132 km · 2,063 m verticalTerrain >2,000 m0%Best transfer85 minCurrent dataUpdated for selected datePeer group50–149 km · Top 2,800+ m
Strengths
Good terrain match · 65/100 — led by strong terrain profile and substantial ski-area scale..
Solid reliability match · 56/100 — 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..
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.
Snow54/100 · 73% evidence14.7 / 27.3 pts
Terrain73/100 · 80% evidence18.2 / 25.0 pts
Scale77/100 · 100% evidence14.0 / 18.2 pts
Lift system38/100 · 68% evidence6.0 / 15.9 pts
Family & value73/100 · 41% evidence10.0 / 13.6 pts
AccessNo dataexcluded
Data coverage: 66%
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 typeBalanced all-rounderBest useAdvanced skiing · 66/100Snow reliabilityVery highSki area50 km · 1,220 m verticalTerrain >2,000 m0%Current dataUpdated for selected datePeer group50–149 km · Top 2,000–2,799 m
Strengths
Good terrain match · 66/100 — led by strong terrain profile and substantial ski-area scale..
Solid reliability match · 54/100 — 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.
Snow30/100 · 37% evidence8.2 / 27.3 pts
Terrain69/100 · 44% evidence17.3 / 25.0 pts
Scale28/100 · 85% evidence5.0 / 18.2 pts
Lift system94/100 · 8% evidence15.0 / 15.9 pts
Family & value66/100 · 28% evidence9.0 / 13.6 pts
AccessNo dataexcluded
Data coverage: 37%
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 typeLift-system performerBest useFamily trips · 59/100Snow reliabilityLowSki area4 km · 400 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Solid terrain match · 64/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 30/100 — led by strong snow resilience; partial evidence..
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% evidence8.9 / 27.3 pts
Terrain70/100 · 44% evidence17.4 / 25.0 pts
Scale41/100 · 85% evidence7.4 / 18.2 pts
Lift system40/100 · 8% evidence6.3 / 15.9 pts
Family & value49/100 · 41% evidence6.6 / 13.6 pts
AccessNo dataexcluded
Data coverage: 38%
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 typeTerrain-led destinationBest useAdvanced skiing · 52/100Snow reliabilityLowSki area6 km · 777 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Mixed terrain match · 52/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 33/100 — led by strong snow resilience; partial evidence..
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.
Scroll horizontally to compare resortsThe attribute column stays visible