SoftwareSerial reading wrong values

Can you send alphabetic characters for testing? It will make debugging easier.

Have you a GND connection to the sending device?

Is the sending device using TTL voltages or RS232 voltages which are not compatible with an Arduino?

Post a link to the datasheet for the sending device?

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Serial Input Basics - simple reliable ways to receive data.