Competitive Exclusion Calculator
Calculate competitive exclusion outcome using Lotka-Volterra competition equations.
The Four Possible Outcomes
The Lotka–Volterra competition model produces four outcomes, determined by how interspecific competition compares with intraspecific competition.
| Condition | Outcome |
|---|---|
| α < K1/K2 and β < K2/K1 | Stable coexistence |
| α > K1/K2 and β < K2/K1 | Species 2 wins |
| α < K1/K2 and β > K2/K1 | Species 1 wins |
| α > K1/K2 and β > K2/K1 | Unstable — either may win, depending on starting densities |
The underlying principle is that coexistence requires each species to limit itself more than it limits the other. When both competition coefficients are small, intraspecific competition dominates and neither can exclude its rival.
The fourth case is the interesting one: when both species compete strongly against each other, the outcome depends on initial abundances. Whichever gets established first tends to win — a priority effect.
Gause's Principle and Its Escape Routes
Complete competitors cannot coexist indefinitely on a single limiting resource. Yet ecosystems are full of apparently similar species, and several mechanisms explain how.
| Mechanism | How it permits coexistence |
|---|---|
| Niche partitioning | Species use different resources or microhabitats |
| Temporal separation | Peak activity at different times or seasons |
| Environmental fluctuation | Conditions change before exclusion completes |
| Predation | Predators suppress the dominant competitor |
| Spatial heterogeneity | Different species win in different patches |
Darwin's finches are the textbook example of niche partitioning through character displacement — beak sizes diverge where species co-occur, reducing dietary overlap. The plankton paradox is the counterexample that still provokes debate: dozens of species coexist on a handful of limiting nutrients, apparently sustained by environmental variation that prevents equilibrium ever being reached.
Worked Examples
Common Mistakes
Both conditions must hold simultaneously for coexistence. Testing α alone cannot determine the outcome.
When both coefficients are large the outcome is unstable and depends on initial densities. Either species may win.
It assumes constant environment, no age structure and no spatial variation. Real coexistence often depends on precisely the fluctuations it excludes.
Species that appear to share resources usually differ in ways not immediately obvious — timing, microhabitat or preferred prey size.