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The Matrix team spent 15 years building SIP stacks before we gave up and created Matrix, so I can answer this with some confidence: Superficially, Matrix looks a bit like SIP: for 1:1 calls, you send an m.call.invite (like a SIP INVITE) to someone; they answer with an m.call.answer (like a SIP 200 OK); eventually someone hangs up with an m.call.hangup (like a SIP BYE). However, the differences are: * As a transport, everything goes over normal Matrix signalling (by default HTTPS+JSON) rather than SIP's mix of UDP and TLS sockets. As a result, no need for SIP's three-way handshakes inherited from its UDP transport * As a result, you inherit Matrix's end-to-end-encryption and decentralisation for free (so no special Routes, Vias, Record-Routes, branch parameters etc from SIP - it uses the Matrix client-server and server-server APIs over HTTPS instead) * Everything is trickle ICE by default for rapid call setup, no need to wait until you have all the ICE candidates to proceed with the call * No offerful/offerless invites: everything is offerful. * Matrix piggybacks on WebRTC for its media protocol, so you don't have the fragmentation of different media transports that SIP has inherited * Matrix (as of link ) now supports multiparty native VoIP calls in the same conversation: effectively letting you signal full-mesh, SFU and MCU style multiway video/voip using the same mechanism as you'd use for a 1:1 call. This is probably the biggest difference in the end: with Matrix's VoIP