The invention discloses a high-efficiency saw dust-based biomass particle, a raw material formula of the high-efficiency saw dust-based biomass particle comprises the following components in parts bymass: 10 to 20 parts of corn stalk, 8 to 15 parts of wheat straw, 9 to 16 parts of rice straw, 8 to 17 parts of cotton stalk, 6 to 13 parts of dahurian larch, 5 to 12 parts of Korean pine, 7 to 11 parts of peanut shell, 7 to 12 parts of bark, 6 to 9 parts of peanut vine, 5 to 10 parts of sawdust and 3 to 5 parts of coal cinder. The wood granular fuel takes the corn stalk, the wheat straw, the ricestraw and the cotton stalk as main raw materials, after being processed by professional equipment, the product density is high; the wood granular fuel has the characteristics that the transportationand storage are convenient, the ash content is low, the sulfur dioxide and nitrogen oxide emission is low and the carbon dioxide zero release is realized, can be widely applied to urban resident heating, town shower room and town district heating, and is a clean, environment-friendly and renewable energy source.