The itinerary lasts 12hrs 10min, and has 2 steps.

Cologne - Paris
The step from Cologne to Paris lasts 3hrs 20min. You'll travel in a high speed train.

Paris - Toulouse
The step from Paris to Toulouse lasts 8hrs 50min. You'll travel in a night train.