Kanetoshi was a swordsmith of the school of Yamato. The group is regarded as a collective of smiths affiliated with Todai-, and its founder is traditionally said to have been Kanenaga, whose activity is placed around the Shoo era of the late period. Thereafter the school flourished through the period and onward into the period, and among the five principal Yamato traditions it constituted the largest-scale lineage. In the , the name Kanetoshi is first cited with an example from around the Koan era, described as an early signature style of the first-generation Kanenaga, and the name was successively inherited from the through the periods.
The Kanetoshi works examined by the share a consistent technical identity rooted in the . The is characteristically tight with a tendency toward , accompanied by fine and slight ; a whitish, -like stands out toward the . The is firmly -based -- ranging from medium with a brightened and to with shallow tinges and scattered . In certain examples, is mixed in, and a tendency appears around the . The is consistently straight with , and the tang tip in katakiri or form with is a distinguishing feature. The characteristic, slightly subdued tendency in the is noted as "a point of particular interest for -school work."
Kanetoshi's signed examples are described as few, and the best-preserved blades are appraised as -- sound and well-preserved -- with workmanship that the calls "excellent" and "well made." One -period , transmitted in the Takasu Matsudaira family of the Owari Tokugawa house, bears a attribution; another, from the Sendai Date family, is recorded in the ' Hiroku. Among of the early period, the observes that pieces "executed to such an excellent level are rare," establishing Kanetoshi as a valuable reference for the study of craftsmanship across its most productive centuries.