It has increasingly been recognized that adapting populations of microbes contain not one, but many lineages continually arising and competing at once. This process, termed "clonal interference," alters the rate and dynamics of adaptation and biases winning mutations toward those with the largest selective effect. Here we uncovered a dramatic example of clonal interference between multiple similar mutations occurring at the same locus within replicate populations of Methylobacterium extorquens AM1. Because these mutational events involved the transposition of an insertion sequence into a narrow window of a single gene, they were both readily detectable at low frequencies and could be distinguished due to differences in insertion sites. This allowed us to detect up to 17 beneficial alleles of this type coexisting in a single population. Despite conferring a large selective benefit, the majority of these alleles rose and then fell in frequency due to other lineages emerging that were more fit. By comparing allele-frequency dynamics to the trajectories of fitness gains by these populations, we estimated the fitness values of the genotypes that contained these mutations. Collectively across all populations, these alleles arose upon backgrounds with a wide range of fitness values. Within any single population, however, multiple alleles tended to rise and fall synchronously during a single wave of multiple genotypes with nearly identical fitness values. These results suggest that alleles of large benefit arose repeatedly in failed "soft sweeps" during narrow windows of adaptation due to the combined effects of epistasis and clonal interference.T HE classic view of adaptation has been one of periodic selection, whereby the beneficial mutations that escape loss due to drift can rise to fixation unchallenged by additional, independent improvements. Evidence that adaptation consists of a series of discrete events caused by successive selection of individual beneficial mutations came both from the dynamics of rare phage-resistant mutants of Escherichia coli in chemostats (Novick and Szilard 1950) and from the apparent set of punctuated jumps in fitness for long-term populations of E. coli (Lenski et al. 1991). Under this regime, known also as the "strong-selection, weak-mutation" limit (Gillespie 2004), adaptation is directly constrained by the supply rate of rare beneficial mutations into the population.More recent theory and data have suggested that, under the conditions tested in the laboratory, beneficial mutations occur and escape drift more quickly than the average time to fixation. Since asexual genomes effectively behave as a single locus, beneficial mutations occurring on different backgrounds cannot rise to fixation together and thus interfere with each other. This leads to an extreme version of the HillRobertson effect (Hill and Robertson 1966) known as "clonal interference" (Gerrish and Lenski 1998). Relative to the baseline scenario of periodic selection, clonal interference slows the rate of fixation...