Efficient and economical separation of 1,3‐butadiene (C4H6) from C4 hydrocarbons is imperative yet challenging in industrial separation processes. Herein, a guest‐induced flexible Mn‐bpdc metal–organic framework (MOF) has been employed to separate C4H6 from C4 hydrocarbons, including n‐butene (n‐C4H8), iso‐butene (iso‐C4H8), n‐butane (n‐C4H10), and iso‐butane (iso‐C4H10). Significantly, C4H6 can instantaneously induce gate‐opening of Mn‐bpdc MOF at 0.13 bar and 298 K, thus significant amounts of C4H6 can be adsorbed, while other C4 hydrocarbons cannot induce the gate‐opening even at 1 bar. The uptake selectivities of Mn‐bpdc MOF for C4H6/n‐C4H8 and C4H6/iso‐C4H8 are up to 40.0 and 45.0 at 298 K and 1 bar, respectively, both surpassing all the reported adsorbents. In addition, breakthrough experiments verify that C4H6/n‐C4H8, C4H6/iso‐C4H8, C4H6/n‐C4H10, C4H6/iso‐C4H10, C4H6/n‐C4H8/n‐C4H10, and C4H6/iso‐C4H8/iso‐C4H10 mixtures can be efficiently separated. More importantly, Mn‐bpdc possesses excellent water stability and outstanding regeneration ability for C4H6 separation, making it a new benchmark for C4H6 purification.