My monies on Project Shield by Nvidia:
Android Jelly Bean
Plays Android games (latest Tegra graphics chip)
Plays your PC games, streamed to the handheld, using your PC to render the graphics. Even plays your steam games.
Can hook it up to the TV via HDMI