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. 2 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. 2 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
5 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
Scale trails the selected-set median by 10 points.
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 30 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..
Consider
Lift-system evidence is less convincing.
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