Hello,
Do you have the specifications of the leds?
When the leds do not need serial resistors, aka 12 Volt leds, they should light at the same time.
It is not a good idee to put classic leds parallel.
A classic blue led would need 3 to 3.5 Volts to work.
A classic yellow led would need 2 to 2,5...