The 2011 champions are marooned in mid-table this time around and were joined on seven points by Frederic Antonetti's men.
The home side actually started the night in the bottom three, but it did not show as they put on their best show of the season.
That did not appear to be the case in the first half, though, as Lille bossed proceedings.
They had the first chance when Nolan Roux's effort was turned away by Benoit Costil, and then went close again when Dmitri Payet went on a jinking run past three men before planting a shot over the bar.
The traffic continued to flow towards Rennes' goal, with Roux breaching the offside trap and drilling in from the edge of the box, clipping the bar in the process.
Lille were doing all but score, and just before the half-time break, Payet found himself one-on-one with the Costil but skewed wide.
Whatever Antonetti said to his players at the half-time had the desired effect.
Romain Danze's cross fell for Mevlut Erding who teed-up Feret but he was unable to finish.
However, that changed with 64 minutes gone, with Feret prodding in after Mickael Landreau spilled Jonathan Pitroipa's shot.
Lille responded by thumping the bar as Costil got a hand on Aurelien Chedjou's cross, and their misfortune was underlined 15 minutes from the end as Alessandrini scored a wonderful goal, pulling Tulio De Melo's cross out of the sky and volleying in from 25 yards.
It was a night when little went for Lille, and so it proved with a minute to go as coach Rudi Garcia was sent to the stands for dissent.
adidas has added some color to the Predator line with this new colorway. Released on May 17. Be the first to own a pair.
The Juventus jersey for the 2013/14 was released earlier this week. Be the first to wear the colors of the Old Lady.
Borussia Dortmund hears Wembley Calling and are headed to London for the Champions League final.
The Liverpool 2013/14 soccer jersey is available for pre-order. The Reds are eager to compete for silver next season.
Chelsea won the Europa League on Wednesday. The Blues defeated Benfica 2-1 on injury time goal from Ivanovic.
Bayern Munich are kings of Germany and hope to be crowned kings of Europe at Wembley later this month!
The adidas Nitrocharge is the most talked about new cleat in years. It was released on May 15 and will take your pitch by storm.
The new PUMA evoSPEED 1.2 FG. A great new soccer cleat with classic look and first time for PUMA to be on the cleat.
One of the top soccer cleats for control the Nike CTR360 will not let you down on the field in tight spaces.
Ajax has released their away soccer jersey for the 2013/14 season. Get in the Gear.