2017 Tour de France stage power and drag analysis — Best Bike Split

Last year we did an in depth analysis before each stage of the Tour de France. This year we will continue to model all of the stages, but we will focus our deeper analysis on some of the key stages using our latest iteration of the Time Analysis tool with zoomable metrics updates.


For this year's Tour we will focus on the two individual Time Trials. The first TT kicks off the tour in Germany with a short flat race suited for the specialists, while the second takes place on the penultimate day and features a steep section to test the riders going for the GC. There are also 5 mountain stages that we will cover in detail and will look for other key stages to analyze as the Tour progresses.

Over the last year we have continued to improve our Time Analysis tool with a focus on road racing tactics. You can now zoom into specific sections of the course and see how varying Power, Drag, Weight and/or Rolling Resistance will effect these sections. This makes it much easier to analyze the specific watts/kg needed on hill climbs or the pulling power needed for the peloton to chase down a lead group over a specific distance. We have also added a relative wind direction gauge to show viewers the wind direction relative to the rider over the course. Used in conjunction with the TA tool and Time Delta metric teams can look for ideal places on the course to launch an attack, expect an attack or start to reel in breakaways.

time analysis tool

Stage Analysis

For each key stage we will include a stage overview, weather forecast and analysis as well as interactive charts showing power, speed, elevation, weather and course map. You will also have access to our powerful Time Analysis tool which will allow you to adjust power, drag, weight and/or rolling resistance giving you the ability to see the same time deltas that we see in our analysis. Check back for individual stage analysis to be posted here the day before each stage start.

Stage Type Date Avg. Watts Avg. Speed Time  
Stage 1 (Düsseldorf to Düsseldorf) Individual Time Trial 07/01/2017 440 w 51 km/h 00:16:21
Stage 2 (Düsseldorf to Liège) Flat 07/02/2017 345 w 41 km/h 04:53:08
Stage 3 (Verviers to Longwy) Hilly 07/03/2017 354 w 42 km/h 05:06:35
Stage 4 (Mondorf-les-Bains to Vittel) Flat 07/04/2017 343 w 43 km/h 04:46:41
Stage 5 (Vittel to La planche des belles filles) Hilly 07/05/2017 354 w 41 km/h 03:52:55
Stage 6 (Vesoul to Troyes) Flat 07/06/2017 331 w 43 km/h 04:58:22
Stage 7 (Troyes to Nuits-Saint-Georges) Flat 07/07/2017 343 w 43 km/h 04:54:23
Stage 8 (Dole to Station des rousses) Hilly 07/08/2017 344 w 39 km/h 04:46:29
Stage 9 (Nantua to Chambéry) Mountain 07/09/2017 341 w 36 km/h 04:59:31
Stage 10 (Périgueux to Bergerac) Flat 07/11/2017 349 w 43 km/h 04:05:45
Stage 11 (Eymet to Pau) Flat 07/12/2017 355 w 44 km/h 04:37:36
Stage 12 (Pau to Peyragudes) Mountain 07/13/2017 342 w 37 km/h 05:47:43
Stage 13 (Saint-Girons to Foix) Mountain 07/14/2017 336 w 37 km/h 02:43:27
Stage 14 (Blagnac to Rodez) Hilly 07/15/2017 350 w 42 km/h 04:16:14
Stage 15 (Laissac-Sévérac l'Église to Le Puy-en-Velay) Hilly 07/16/2017 339 w 40 km/h 04:46:44
Stage 16 (Le Puy-en-Velay to Romans-sur-Isère) Flat 07/18/2017 345 w 44 km/h 03:45:49
Stage 17 (La Mure to Serre-Chevalier) Mountain 07/19/2017 338 w 36 km/h 05:05:24
Stage 18 (Briançon to Izoard) Mountain 07/20/2017 339 w 37 km/h 04:46:01
Stage 19 (Embrun to Salon-de-Provence) Flat 07/21/2017 347 w 42 km/h 05:15:36
Stage 20 (Marseille to Marseille) Individual Time Trial 07/22/2017 411 w 48 km/h 00:27:49
Stage 21 (Montgeron to Paris Champs-Élysées) Flat 07/23/2017 342 w 43 km/h 02:20:08

How Best Bike Split Models the Tour de France

Best Bike Split's Tour de France stage analysis is built on the same physics-based power modeling used by athletes and coaches to plan real-world races. Each stage is modeled using route elevation data, distance, aerodynamic and rolling resistance assumptions, the same inputs that drive a Best Bike Split race plan. As race day approaches, models are rerun to pull in live weather data layers in wind speed, wind direction, temperature, and precipitation risk so the model reflects the most accurate weather predictions. The result is stage analysis grounded in watts, not just narrative, giving cyclists a more meaningful way to understand what each day of the Tour actually demands. Whether you're following the GC battle, chasing a breakaway stage, or just trying to understand why a 127 km stage to Alpe d'Huez can be harder than it looks on paper, Best Bike Split's stage modeling gives you the numbers behind the race. Create a free account to access all 21 stage workouts, scaled to your FTP and ready to load into Zwift or your training app of choice.

More from our Tour de France Series

2026 Tour de France Stage Analysis 2025 Tour de France Stage Analysis BBS vs Tour de France - How Accurate Were We? 2024 Tour de France Stage Analysis 2023 Tour de France Stage Analysis 2022 Tour de France Stage Analysis 2019 Tour de France Stage Analysis 2018 Tour de France Stage Analysis 2017 Tour de France Stage Analysis 2016 Tour de France Stage Analysis 2013 Tour de France Time Trial Prediction

Easy Setup

Create Your Power Plan in 3 Steps

triathlete power profile

Build Your Athlete Profile

Enter your FTP, weight, bike specs, and aero data to generate precise race predictions. Don't know your CdA? Our system can estimate it from your position and equipment or from a past ride so you can start racing with confidence.

triathlon specific courses

Select or Create a Course

Choose from thousands of existing courses including most Ironman, 70.3 and road races, or upload your own GPX file. Our database includes detailed elevation profiles and road surfaces, plus historical or forecasted weather for accurate predictions.

custom triathlon pacing plan

Get Your Personalized Plan

Receive a detailed, segment-by-segment bike pacing strategy with variable power targets optimized for every section of your course. See your predicted bike split, IF, TSS and exactly how your pacing strategy balances speed with power.

Train and Race with Your Plan

Download your plan to Zwift, TrainerRoad, or any ERG-mode trainer for indoor training. Export to Garmin, Karoo or Wahoo for outdoor training rides and race-day execution. Practice makes perfect — run your exact race plan in training before the big day.

Create Free Pacing Plan

No credit card required. Upgrade anytime. Cancel anytime.

Trusted by Top Teams, Pros and Coaches Around the World