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.
Chamonix is the strongest match because of 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. Valmalenco is the strongest alternative. 3 options remain on the Pareto frontier. 2 options have limited evidence coverage.
Balanced profileSummer / glacier
Narrow lead
Chamonix
75/100
Why
Chamonix is the strongest match because of 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. Valmalenco is the strongest alternative. 3 options remain on the Pareto frontier. 2 options have limited evidence coverage.
Mixed evidenceUpdated 23 h ago
Strong structural fit for the selected priorities (82/100).
Solid upper-mountain snow base at 145 cm.
AlternativeValmalenco
Main uncertaintyMost of the evidence requested by this priority profile is available.
Would change ifA material forecast shift or a different priority profile could change the ranking.
Detailed comparison reasoningEvidence bridge, trade-offs and decision boundaries
Recommended for this profile
Chamonix
Advanced-terrain specialistLow-regret choiceNarrow lead
Leads on 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.
Why Chamonix leads ValmalencoAccess +8.8 pts and Snow now +4.0 pts
Access +8.8Snow reliability -4.5Snow now +4.0Terrain fit -2.7
Incoming snow and Weather stay in the forecast layer unless current/forecast evidence is explicitly part of the Decision score.
Strongest alternativeValmalenco
Main uncertaintyMost of the evidence requested by this priority profile is available.
What could change the resultIncrease family & value weight from 12 to 100 and Norefjell becomes the leading option.
Lead margin5.5pts
Difference between the first and second option.
Ranking stabilityHigh100%
The ranking changes little under nearby priority weights. Rank range 1–1.
Evidence confidence73%
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.
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 & valueNorefjell
Increase family & value weight from 12 to 100 and Norefjell becomes the leading option.
12 → 100
Why Chamonix leads Valmalenco · 5.5 pts
Access+8.8 pts
Snow-4.5 pts
Current opportunity+4.0 pts
Terrain-3.4 pts
Scale+2.4 pts
Lift system-1.9 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.
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.
Snow70/100 · 37% evidence19.1 / 27.3 pts
Terrain79/100 · 44% evidence19.8 / 25.0 pts
Scale62/100 · 85% evidence11.2 / 18.2 pts
Lift system70/100 · 68% evidence11.1 / 15.9 pts
Family & value59/100 · 41% evidence8.0 / 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 typeAdvanced-terrain specialistBest useAdvanced skiing · 72/100Snow reliabilityModerateSki area21 km · 826 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top 2,000–2,799 m
Strengths
Good terrain match · 69/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Good reliability match · 70/100 — led by strong snow resilience; partial evidence..
Consider
Scale trails the selected-set median by 21 points.
Now90 cm freshReliability7070/100Terrain6565/100Access6985 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.
Snow70/100 · 73% evidence16.8 / 24.0 pts
Terrain70/100 · 80% evidence15.5 / 22.0 pts
Scale91/100 · 100% evidence14.5 / 16.0 pts
Lift system18/100 · 68% evidence2.5 / 14.0 pts
Access69/100 · 68% evidence8.3 / 12.0 pts
Family & value76/100 · 41% evidence9.1 / 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 / 61.5 pts
Snow quality2.3/108.8 / 38.5 pts
Mid-mountain snowNo dataexcluded
Mountain snowNo dataexcluded
Open terrainNo dataexcluded
Valley snowNo dataexcluded
Data coverage: 26%
Destination typeLarge-domain explorerBest useAdvanced skiing · 68/100Snow reliabilityVery highSki area75 km · 1,350 m verticalTerrain >2,000 m57%Best transfer85 minCurrent dataUpdated for selected datePeer group50–149 km · Top 2,000–2,799 m
Strengths
Good terrain match · 65/100 — led by strong terrain profile and substantial ski-area scale..
Good reliability match · 70/100 — led by strong snow resilience..
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 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.
Snow41/100 · 37% evidence11.1 / 27.3 pts
Terrain63/100 · 44% evidence15.8 / 25.0 pts
Scale71/100 · 100% evidence12.9 / 18.2 pts
Lift system69/100 · 68% evidence11.0 / 15.9 pts
Family & value85/100 · 41% evidence11.6 / 13.6 pts
AccessNo dataexcluded
Data coverage: 49%
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 · 68/100Snow reliabilityHighSki area25 km · 1,010 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Good terrain match · 71/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 41/100 — led by strong snow resilience; partial evidence..
Now00 cm freshReliability3939/100Terrain5656/100Access7673 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.
Snow39/100 · 73% evidence9.3 / 24.0 pts
Terrain61/100 · 80% evidence13.5 / 22.0 pts
Scale61/100 · 100% evidence9.8 / 16.0 pts
Lift system49/100 · 68% evidence6.9 / 14.0 pts
Access76/100 · 68% evidence9.1 / 12.0 pts
Family & value48/100 · 41% evidence5.7 / 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 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 typeAccess-led destinationBest useShort breaks · 56/100Snow reliabilityLowSki area30 km · 692 m verticalTerrain >2,000 m0%Best transfer73 minCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Solid terrain match · 56/100 — led by strong terrain profile and substantial ski-area scale..
Mixed reliability match · 39/100 — led by strong snow resilience..
Now00 cm freshReliability5656/100Terrain5656/100Access35141 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
Terrain60/100 · 80% evidence13.2 / 22.0 pts
Scale73/100 · 100% evidence11.7 / 16.0 pts
Lift system25/100 · 68% evidence3.5 / 14.0 pts
Access35/100 · 68% evidence4.2 / 12.0 pts
Family & value59/100 · 41% evidence7.1 / 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 typeScale-led destinationBest useAdvanced skiing · 56/100Snow reliabilityHighSki area32 km · 1,553 m verticalTerrain >2,000 m0%Best transfer141 minCurrent dataUpdated for selected datePeer group<50 km · Top 2,800+ m
Strengths
Solid terrain match · 56/100 — led by strong terrain profile and substantial ski-area scale..
Solid reliability match · 56/100 — 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