To the OP, or anybody wanting to measure the power capabilities of an amp.
Some manufacturers actually list the Voltage on the amp, along with minimal R (ohms) load.
See the Elf as an example
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Plug those Elf numbers into an ohms law calculator and you'll get 200w
Load or no load, it's going to measure a max 28.3V on the output.
As others have stated don't try to use a oscilloscope to measure the voltage, but todays DMMs are all isolated grounds.
A low cost DMM, which has many uses. Checking cables, Checking for shorts, Intermittent connections, etc. Many of these DMMs also add true RMS to V these days or you can calculate RMS from the peak V.
Hook it up to the amp, and put in a 60hz from a mp3 player, your phone, or PC, as they all can drive amps to full power just like a bass would.
Then measure the Voltage and use Ohms law.
Then hook it up to a speaker and listen if it sounds good.
If an amp can't do the voltage on the output with no load, then it can't do it with a load connected. If you tried to hook up a 2-ohm load to the elf, it might sag the voltage for a short while but the amp would also shutdown. It won't help to hook up a speaker to test the voltage as speakers are reactive loads and you'd get unexpected readings. Current and Voltage are out of phase on AC (Audio signals)
Sure Manufacturer amp ratings are based on high power resistor loads with complicated test equipment. Those power resistors are useless to buy for an average person to buy.
Amplifiers are actually Voltage Sources. See:
Voltage source - Wikipedia.
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There is no Amplifier manufacturer that would design V to vary with R
That would sound horrible into a reactive loads like a speaker.
They will instead say what the low limit of R ohms is so the I (current) never goes too high to damage the V source, but all amps today also have protection to shutdown if too much current is drawn.