This article presents the design of a metamaterials-based hybrid wideband bandpass filter (WB-BPF) supporting several advanced communication applications. The suggested filter uses multiple-mode resonators (MMRs) and metamaterial complementary split-ring resonators (CSRRs). Coupling frequencies are optimized by stretching the coupled lines parallel on both sides. At the same time, the metamaterial complementary split-ring resonator (CSSR) cells are carefully tuned to improve impedance matching, reduce insertion loss, and broaden the bandwidth. The designed compact-sized bandpass filter offers a Quality factor (Q_L) of above 1 while maintaining a wide bandwidth of 6150 MHz. The realized structure requires a small physical area of 20.2×10 mm2. A parametric study, field distribution analysis, and equivalent circuit model of the proposed hybrid BPF are performed. The resulting filter has an exceptional response with five transmission poles, demonstrating superior performance in the targeted frequency range. This wideband bandpass filter, operating from 3.3 GHz to 9.45 GHz, finds potential applications in the emerging fields of the Internet of Things (IoT), wireless fidelity 6 enhanced (Wi-Fi 6E), and high-speed wireless communications, particularly 5G technology, and 5 GHz wireless local area network (WLAN). This research demonstrates significant advances in the development of bandpass filters, offering compact, high-performance solutions for modern communications systems.