2023 Tour de France stage power and drag analysis — Best Bike Split

For 2023 we have once again modeled all 21 stages of the Tour using our advanced performance modeling software. Discover our new Category Climb Detection feature and utilize our Time Analysis tools to scrutinize every stage just like the pros. With these tools, identify where modifications in power, drag, weight, and rolling resistance can deliver the most significant impact on riders' performance.


This year's race kicks off in Bilbao, Spain before heading into the Pyrenees for some early fireworks, then winds through the Massif Central and finishes with a brutal Alpine block featuring stages to the Puy de Dôme, Courchevel, and Saint-Gervais Mont-Blanc. The climb detection tool really earns its keep here — with hors catégorie and Category 1 climbs scattered throughout, knowing the exact gradient demands and optimal power targets for each ascent can be the difference between a strong finish and a blown-up race. Use the Time Analysis tool on any stage to see how small changes in your CdA or weight translate to real time savings over a 4+ hour mountain stage.

Stage Type Date Avg. Watts Avg. Speed Time  
Stage 1 (Bilbao to Bilbao) Hilly 07/01/2023 335 w 40 km/h 04:32:01
Stage 2 (Vitoria-Gasteiz to Saint-Sébastien) Hilly 07/02/2023 336 w 41 km/h 05:05:32
Stage 3 (Amorebieta-Etxano to Bayonne) Flat 07/03/2023 341 w 42 km/h 04:30:47
Stage 4 (Dax to Nogaro) Flat 07/04/2023 346 w 45 km/h 04:02:27
Stage 5 (Pau to Laruns) Mountain 07/05/2023 356 w 39 km/h 04:09:03
Stage 6 (Tarbes to Cauterets-Cambasque) Mountain 07/06/2023 356 w 37 km/h 03:57:07
Stage 7 (Mont-de-Marsan to Bordeaux) Flat 07/07/2023 342 w 46 km/h 03:41:26
Stage 8 (Libourne to Limoges) Hilly 07/08/2023 343 w 44 km/h 04:36:11
Stage 9 (Saint-Léonard-de-Noblat to Puy de Dôme) Mountain 07/09/2023 363 w 41 km/h 04:27:35
Stage 10 (Vulcania to Issoire) Hilly 07/11/2023 333 w 42 km/h 04:01:40
Stage 11 (Clermont-Ferrand to Moulins) Flat 07/12/2023 344 w 42 km/h 04:14:38
Stage 12 (Roanne to Belleville-en-Beaujolais) Hilly 07/13/2023 334 w 40 km/h 04:12:35
Stage 13 (Châtillon-sur-Chalaronne to Grand Colombier) Mountain 07/14/2023 353 w 40 km/h 03:29:10
Stage 14 (Annemasse to Morzine Les Portes du Soleil) Mountain 07/15/2023 330 w 35 km/h 04:17:52
Stage 15 (Les Gets les portes du soleil to Saint-Gervais Mont-Blanc) Mountain 07/16/2023 333 w 37 km/h 04:49:00
Stage 16 (Passy to Combloux) Flat 07/18/2023 431 w 39 km/h 00:33:53
Stage 17 (Saint-Gervais Mont-Blanc to Courchevel) Mountain 07/19/2023 334 w 36 km/h 04:38:53
Stage 18 (Moûtiers to Bourg-en-Bresse) Hilly 07/20/2023 348 w 43 km/h 04:19:51
Stage 19 (Moirans-en-Montagne to Poligny) Flat 07/21/2023 384 w 46 km/h 03:46:24
Stage 20 (Belfort to Le Markstein Fellering) Mountain 07/22/2023 331 w 35 km/h 03:45:28
Stage 21 (Saint-Quentin-en-Yvelines to Paris Champs-Élysées) Flat 07/23/2023 347 w 44 km/h 02:34:31

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