Each of your LEDs will have a foreward voltage drop (1.8V ~ 3.2V, aroud there). The LEDs have internal resistance, which forms that voltage drop across each individual LED. Being the case, I would suggest that you connect a 5V source in series with a 250Ω resistor and LED. Then, take a voltmeter and measure the voltage drop across each of your LEDs. Once you know that, you can calculate the full brilliance of light:
\(\frac{V_I_N - V_F}{I_F} = R\)
Where Vin = 5V
Vf = Foreward voltage you previously found out with a voltmeter.
R = Resistance you end up needing in that series circuit I mentioned.