The invention relates to an efficient insecticide composition for eliminating agricultural pests. The efficient insecticide composition is prepared from the following components in parts by weight: 10 to 50 parts of tolfenpyrad, 20 to 40 parts of cypermethrin, and 20 to 60 parts of chlordimeform. The efficient insecticide composition has the advantages that the synergistic effect is obvious, the dosage of effective ingredients is decreased, the use cost is lowered, the resistance of pests to drugs can be delayed, the environmental pollution is effectively alleviated, the pesticide residues are effectively reduced, and the effects on elimination of oriental tobacco budworm, cotton bollworm, plutella xylostella, asparagus caterpillar, prodenia litura, tea geometrid, pink bollworm, phytophthira, liriomyza sativae, beetles, stinkbugs, phylloxerae, thrips, pod borers, tortrix, caterpillar, slug caterpillar moths, phyllocnistis citrella stainton, ceroplastes rubens, mosquito, flies, cockroaches, fleas, lice, bedbugs, ants and other pests are obvious; meanwhile, the damage to environment can also be alleviated.