Gene copy-number variations are widespread in natural populations, but investigating their phenotypic consequences requires contemporary duplications under selection. Such duplications have been found at the ace-1 locus (encoding the organophosphate and carbamate insecticides’ target) in the mosquito Anopheles gambiae (the major malaria vector); recent studies have revealed their intriguing complexity, consistent with the involvement of various numbers and types (susceptible or resistant to insecticide) of copies. We used an integrative approach, from genome to phenotype level, to investigate the influence of duplication architecture and gene-dosage on mosquito fitness. We found that both heterogeneous (i.e., one susceptible and one resistant ace-1 copy) and homogeneous (i.e., identical resistant copies) duplications segregated in field populations. The number of copies in homogeneous duplications was variable and positively correlated with acetylcholinesterase activity and resistance level. Determining the genomic structure of the duplicated region revealed that, in both types of duplication, ace-1 and 11 other genes formed tandem 203kb amplicons. We developed a diagnostic test for duplications, which showed that ace-1 was amplified in all 173 resistant mosquitoes analyzed (field-collected in several African countries), in heterogeneous or homogeneous duplications. Each type was associated with different fitness trade-offs: heterogeneous duplications conferred an intermediate phenotype (lower resistance and fitness costs), whereas homogeneous duplications tended to increase both resistance and fitness cost, in a complex manner. The type of duplication selected seemed thus to depend on the intensity and distribution of selection pressures. This versatility of trade-offs available through gene duplication highlights the importance of large mutation events in adaptation to environmental variation. This impressive adaptability could have a major impact on vector control in Africa. Mutations, whether they affect single nucleotides or large genomic regions, are responsible for the genetic variability that allows species to evolve in response to environmental changes. Duplication represents a class of mutation that results in polymorphism in the copy number of genes. Investigating the phenotypic and fitness consequences of duplications is, however arduous, as it requires contemporary duplications under selection. Organophosphate and carbamate insecticides are used to control the main malaria vector, the mosquito Anopheles gambiae, and resistance to insecticides provides evolutionary biologists with ongoing adaptation to manmade modifications of the environment. Recent studies have revealed an intriguing complexity of resistance alleles at the ace-1 locus (encoding the target of these insecticides), in particular different duplications involving various numbers and types (susceptible or resistant) of copies of this gene. We used an integrative approach, from genomic to phenotypic levels, to show that the various genomic architectures of these adaptive alleles result in different evolutionary trade-offs whose selection depends on insecticide distribution and intensity. However, this versatility also provides a high adaptability to An. gambiae, which may have a major impact on malaria vector control in Africa.