However, it has not been a successful spell in Spain for the Belgium global.
Chelsea would rather sell Batshuayi to Everton, who are interested in him but can not take another Blues player on loan because Kurt Zouma is already on loan at Goodison Park.
Batshuayi hasn't found it easy to find a place in the first team at Chelsea, but did score the goal that won them the Premier League in his first season at the club, which briefly earned him a place in Chelsea fans' hearts.
Tottenham make offer to sign Batshuayi
But Spurs have chose to not pursue a deal despite the injury to Harry Kane keeping the England captain out until March. Batshuayi has been placed on Chelsea's loan list after failing to impress at Valencia this term.
Although Batshuayi struggled to make an impression with Valencia, he excelled on loan at Borussia Dortmund last season, scoring seven times in nine Bundesliga starts. He's turned us down at least twice before this window & insulted our fans on Twitter who critisized him going to Chelsea for money.
West Ham United and Real Betis both wanted to sign the player on a loan spell until the end of the season but the Blues were holding out for a permanent move.
Batshuayi has been training in Valencia, after a temporary lay-off to look for a club in Brussels, but the Liga side remain hopeful they will be able to get the striker's high salary off their wage bill.