This is an ancient post I used to copy/paste every time this question came up - I have no idea if the prices are still current, but I bet they are not terribly out of line:
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First get a reloading manual and read it. Then price out everything you think you will need, and ensure you want to devote the time and money up front. Then, if that is all squared away.... get started.
I am on of those "Start out on a single stage" guys. Unless you know you want to primarily load large quantities of straight wall pistol rounds.
Here is what I got. Prices are AVERAGE....
"Mandatory" (I consider them mandatory... YOU may not) components:
$225.00 Rock Chucker Press Supreme Kit
incl - RCBS 5-0-5 blance scale
incl - RCBS hand priming tool
incl - Uniflow powder measure
incl - Speer reloading manual
incl - RCBS case block
incl - RCBS case lube and pad
incl - powder funnel
incl - case mouth debur tool
$30.00 Basic die sets for each caliber you want.
$20.00 Case gauge for each caliber, Wilson or Dillon.
$ 6.00 Shell holders. I recommend you get two for each caliber you want (one for the press, one for the hand primer)
$40.00 Calipers. I went with Frankford Arsenal digitals from Midway.
$60.00 Case trimmer and mount. I went with a Wilson. You can go cheaper... and skip the mount if on a budget.
$ 7.00 Shell case holders for the Wilson case trimmer, each.
$50.00 Tumbler for brass.
$20.00 Corn-cob and/or Walnut media
$40.00 Rotary media separator.
Optional Components for accuracy:
$20.00 Flash hole debur tool
$25.00 Large rifle primer pocket uniformer
$25.00 Small rifle primer pocket uniformer
$15.00 Powder trickler. The kit doesn't come with one. You need it for hand weighing accurate rounds.
Optional Components:
$150.00 Reloading bench. I got mine at Lowes.
$25.00 RCBS uniflow powder throw stand. The standard mount off the dies SUCKS.
$5.00 Shell holder trays. You only get one with your kit, you need more.
$4.00 Plastic cartridge cases for each caliber, to hold your loaded rounds. You will need a BUNCH.
$4.00 Tupperware containers for holding bullets, cases, etc.
$16.00 Kinetic bullet puller
$16.00 Brass media polish
Since then, I have upgraded to Redding Competition seating dies, RCBS Chargemaster electronic scale/dispenser, Frankford drop tube funnel, etc..... But the basic stuff I still use each time.
You can do this whole thing cheaper using a LEE Anniversary kit, and LEE equipment, but they have a mixed reputation, while you almost never hear anything bad about the Rock Chucker for people who own it.