• Quenching at 800°C leads to untransformed ferrite and large undissolved carbides, severely degrading tensile strength and impact toughness.
• Optimal precipitation strengthening is achieved with smaller carbides via low-temperature tempering (600°C), balancing strength and toughness.
• Higher quenching temperatures enlarge prior austenite grains and sub-boundaries, reducing grain refinement and dislocation strengthening, thus lowering toughness.
• The developed Cr–Mo–V steel achieves a tensile strength range of 971–1226 MPa and impact toughness of 65–236 J, offering a promising balance for ultra-deep well applications.
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