The UEFA Champions League league phase features 36 teams each playing eight matches against varied opposition, creating significant uncertainty over the final standings and last-place finish. Early Matchday 1 results and pre-season supercomputer models highlight a cluster of weaker sides from smaller associations—such as Sabah, Slovan Bratislava, Viking, LASK, Slavia Prague, and AEK Athens—as primary contenders for the bottom spot, owing to limited squad depth, tougher draws against stronger clubs, and historical struggles in European competition. Stronger sides like Paris Saint-Germain, Arsenal, and Real Madrid carry negligible implied probabilities of finishing last. With the table still fluid after just one round and many mid-tier teams holding comparable market pricing, trader consensus reflects the broad distribution of outcomes among underdogs rather than any single frontrunner.