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, solid reliability match · 53/100 — led by strong snow resilience. Saas is the strongest alternative. 4 options remain on the Pareto frontier. 6 options have limited evidence coverage.
Balanced profileEarly winter
Recommended
Chamonix
69/100
Why
Chamonix is the strongest match because of strong terrain match · 86/100 — led by strong terrain profile and substantial ski-area scale, solid reliability match · 53/100 — led by strong snow resilience. Saas is the strongest alternative. 4 options remain on the Pareto frontier. 6 options have limited evidence coverage.
Mixed evidenceUpdated 15 h ago
Strong structural fit for the selected priorities (78/100).
Solid upper-mountain snow base at 147 cm.
AlternativeSaas
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 choice
Leads on strong terrain match · 86/100 — led by strong terrain profile and substantial ski-area scale, solid reliability match · 53/100 — led by strong snow resilience.
Why Chamonix leads SaasAccess +7.2 pts and Snow now +5.2 pts
Access +7.2Snow reliability -5.6Snow now +5.2Terrain fit +0.5
Incoming snow and Weather stay in the forecast layer unless current/forecast evidence is explicitly part of the Decision score.
Strongest alternativeSaas
Main uncertaintyMost of the evidence requested by this priority profile is available.
What could change the resultReduce access weight from 12 to 0 and Saas becomes the leading option.
Lead margin7.2pts
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 frontier4 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.
AccessSaas
Reduce access weight from 12 to 0 and Saas becomes the leading option.
12 → 0
SnowBreuil Cervinia
Increase snow weight from 24 to 63 and Breuil Cervinia becomes the leading option.
24 → 63
ScaleSaas
Increase scale weight from 16 to 84 and Saas becomes the leading option.
16 → 84
Why Chamonix leads Saas · 7.2 pts
Access+7.2 pts
Snow-5.6 pts
Current opportunity+5.2 pts
Lift system+3.4 pts
Scale-2.5 pts
Terrain-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.
Now30147 cm upperReliability5353/100Terrain8686/100Access8563 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.
Snow53/100 · 72% evidence12.8 / 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 snow147 cm21.0 / 42.9 pts
Fresh snow0 cm0.0 / 22.9 pts
Valley snow30 cm3.8 / 22.9 pts
Mid-mountain snow100 cm4.8 / 11.4 pts
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Data coverage: 70%
Destination typeAdvanced-terrain specialistBest useAdvanced skiing · 81/100Snow reliabilityLowSki 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 67% 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..
Solid reliability match · 53/100 — led by strong snow resilience..
Now00 cm freshReliability6868/100Terrain7070/100Access10441 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.
Snow68/100 · 72% evidence16.2 / 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 · 69/100Snow reliabilityModerateSki 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 · 68/100 — led by strong snow resilience..
Now731 cm upperReliability8181/100Terrain7171/100Access61104 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.
Snow81/100 · 72% evidence19.3 / 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: 73%
Current-opportunity calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Mountain snow31 cm4.7 / 45.5 pts
Open terrain7%2.1 / 30.3 pts
Fresh snow0 cm0.0 / 24.2 pts
Mid-mountain snowNo dataexcluded
Snow qualityNo dataexcluded
Valley snowNo dataexcluded
Data coverage: 66%
Destination typeHigh-alpine snow anchorBest useAdvanced skiing · 75/100Snow reliabilityModerateSki 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 76% 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..
Strong reliability match · 81/100 — 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.
Snow26/100 · 52% evidence7.0 / 27.3 pts
Terrain63/100 · 52% evidence15.8 / 25.0 pts
Scale62/100 · 100% evidence11.3 / 18.2 pts
Lift system42/100 · 68% evidence6.7 / 15.9 pts
Family & value85/100 · 41% evidence11.6 / 13.6 pts
AccessNo dataexcluded
Data coverage: 54%
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 · 58/100Snow reliabilityLowSki area35 km · 610 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Solid terrain match · 62/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 26/100 — led by strong snow resilience; partial evidence..
Now2180 cm upperReliability2929/100Terrain7070/100
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.
Snow29/100 · 52% evidence8.0 / 27.3 pts
Terrain63/100 · 52% evidence15.7 / 25.0 pts
Scale77/100 · 100% evidence13.9 / 18.2 pts
Lift system61/100 · 68% evidence9.6 / 15.9 pts
Family & value85/100 · 41% evidence11.5 / 13.6 pts
AccessNo dataexcluded
Data coverage: 54%
Current-opportunity calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Mountain snow80 cm11.4 / 42.9 pts
Fresh snow0 cm0.0 / 22.9 pts
Valley snow52 cm6.6 / 22.9 pts
Mid-mountain snow69 cm3.3 / 11.4 pts
Open terrainNo dataexcluded
Snow qualityNo dataexcluded
Data coverage: 70%
Destination typeFamily progression baseBest useFamily trips · 64/100Snow reliabilityLowSki area44 km · 830 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Good terrain match · 70/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 29/100 — 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.
Snow34/100 · 52% evidence9.2 / 27.3 pts
Terrain60/100 · 52% evidence14.9 / 25.0 pts
Scale37/100 · 100% evidence6.7 / 18.2 pts
Lift system47/100 · 68% evidence7.4 / 15.9 pts
Family & value88/100 · 41% evidence12.0 / 13.6 pts
AccessNo dataexcluded
Data coverage: 54%
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 · 59/100Snow reliabilityMarginalSki area10 km · 360 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Solid terrain match · 57/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 34/100 — 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.
Snow23/100 · 52% evidence6.3 / 27.3 pts
Terrain62/100 · 44% evidence15.5 / 25.0 pts
Scale48/100 · 85% evidence8.7 / 18.2 pts
Lift system40/100 · 8% evidence6.3 / 15.9 pts
Family & value84/100 · 28% evidence11.4 / 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 typeFamily progression baseBest useFamily trips · 55/100Snow reliabilityLowSki area15 km · 514 m verticalCurrent 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 · 23/100 — 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.
Fit40.5100% weight+Now–0% weight=Decision40.5/100
Structural Fit calculation
Missing evidence is unknown, never zero. Available dimensions are rescaled to 100%; evidence coverage remains visible separately.
Snow42/100 · 52% evidence11.3 / 27.3 pts
Terrain38/100 · 44% evidence9.5 / 25.0 pts
Scale34/100 · 100% evidence6.2 / 18.2 pts
Lift system16/100 · 68% evidence2.6 / 15.9 pts
Family & value80/100 · 41% evidence11.0 / 13.6 pts
AccessNo dataexcluded
Data coverage: 53%
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 typeFamily progression baseBest useFamily trips · 50/100Snow reliabilityModerateSki area10 km · 209 m verticalCurrent dataNo current updatePeer group<50 km · Top <2,000 m
Strengths
Mixed terrain match · 40/100 — led by strong terrain profile and substantial ski-area scale; partial evidence..
Mixed reliability match · 42/100 — 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.
Snow14/100 · 52% evidence3.8 / 27.3 pts
Terrain7/100 · 39% evidence1.7 / 25.0 pts
Scale7/100 · 100% evidence1.3 / 18.2 pts
Lift system83/100 · 68% evidence13.2 / 15.9 pts
Family & value100/100 · 18% evidence13.6 / 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 · 55/100Snow reliabilityLowSki area0 km · 34 m verticalCurrent dataUpdated for selected datePeer group<50 km · Top <2,000 m
Strengths
Mixed terrain match · 41/100 — led by strong lift-system evidence and strong terrain profile; partial evidence..
Mixed reliability match · 14/100 — 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