[Build Ready] First time building my own PC, $500-$600 USD, would like someone to look it over.

For gaming builds, GPU$>CPU$ is the condition most builds will have unless you have a different purpose beside gaming. PCPartPicker part list / Price breakdown by merchant

Type Item Price
CPU Intel Core i3-4160 3.6GHz Dual-Core Processor $99.95 @ SuperBiiz
Motherboard ASRock H97M Anniversary Micro ATX LGA1150 Motherboard $62.10 @ SuperBiiz
Memory Kingston 8GB (1 x 8GB) DDR3-1600 Memory $45.90 @ SuperBiiz
Storage Western Digital Caviar Blue 1TB 3.5" 7200RPM Internal Hard Drive $48.60 @ SuperBiiz
Video Card MSI Radeon R9 290 4GB TWIN FROZR Video Card $272.98 @ Newegg
Power Supply Antec EarthWatts Green 650W 80+ Bronze Certified ATX Power Supply $63.90 @ SuperBiiz
Prices include shipping, taxes, rebates, and discounts
Total $593.43
Generated by PCPartPicker 2015-05-22 11:49 EDT-0400

This price is without mail in rebates. You can step down to a 280X to save about $60 without shelling out too much performance. Those games you chose aren't the most CPU intensive games out there and a 4160 would definitely be able to handle it. The power supply is a much higher quality one from Antec.

/r/buildapc Thread