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Touring Plan Test: Hollywood Studios

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Almost every week since last fall, we’ve devoted at least one day in the parks to side-by-side testing of different touring plans.  This past weekend, three of us we were at Disney’s Hollywood Studios. Our goals were to see:

  1. How much longer off-site guests may wait in line when Early Theme Park Entry begins
  2. Whether it’s possible to see everything in the park, except Rise of the Resistance, if you park-hopped mid-afternoon

The Early Theme Park Entry test was requested by a bunch of readers after we did the same test at the Magic Kingdom on February 6, 2021. For the Studios, we had our first tester – Chrissy – arrive at the park a full hour before official opening, so she could start her plan as soon as she was admitted into the park.   This would be our “on-site guest” in this test.

A second tester – Ivonne – started her plan at 9:00 – official park opening; Ivonne was the “off-site guest” for this test. A third tester – Morgan – started her touring plan at 2:30 pm. All testers had the same nine attractions to complete:

Attractions in DHS Touring Plan Test
1 Mickey Minnie’s Runaway Railway
2 Rock ‘n’ Roller Coaster
3  Twilight Zone Tower of Terror
4  Star Tours
5  Muppet*Vision 3D
6  Millennium Falcon
7  Slinky Dog Dash
8  Toy Story Mania!
9  Alien Swirling Saucers

The predicted and actual Crowd Level on February 21, was a 3 at Hollywood Studios.

Early Theme Park Entry Plan

Chrissy arrived early and was in the park at 8:20. The first thing she did was mark the park “open” and optimize her plan. The optimized plan predicted that she could ride both Mickey and Minnie’s Runaway Railway and Slinky Dog Dash before park opening.  Those first two steps went as planned.

The plan went off track when Chrissy arrived at The Twilight Zone Tower of Terror. Her wait was twice what we expected. She had a long pause in the queue where it did not move. This is never a good sign, and we discovered that the attraction was only operating at half capacity.  Her expected wait of 26 minutes ended up being more than double that: 54 minutes.

To get back on track, Chrissy re-optimized her plan. With peak wait times approaching, the TouringPlans software sent Chrissy to Muppets and Star Tours. After her lunch break, she re-optimized to get her final steps. The posted wait time at Toy Story Mania! was 80 minutes! A castmember told Chrissy that the ride was running only one 1 track – one-third of its capacity. With the ride running at 33% capacity we decided to skip the attraction. With a lunch break, Chrissy’s plan took her 7 hours to ride 8 attractions. Her average wait time was 26 minutes per attraction.

Official Park Opening Plan

Our “off-site guest”, Ivonne, started her plan at 9:00. Like Chrissy, Ivonne’s first step was Mickey and Minnie’s Runaway Railway. Her morning tracked closely to our predictions. Ivonne was in the queue for Toy Story Mania! when Chrissy was told the ride was only running one track, and that explains her actual wait time of 56 minutes (we predicted 18, and 56 is almost exactly three times that). With a lunch break, Ivonne’s plan took her 8 hours to ride 9 attractions. Her average wait time was 35 minutes per attraction.

Afternoon Plan

Morgan started her plan at 2:30 p.m. She started her plan a bit behind schedule and was only able to complete 8 attractions. Morgan’s plan went smoother than the morning plans. If she started a bit earlier she could have made it to the Tower of Terror. Her plan took her 4.5 hours to ride 8 attractions. Her average wait time was 19 minutes.

Comparing the Plans

Our initial estimate based on this test is that off-site guests who use a touring plan and arrive at park entry should expect to wait at least an hour more than on-site guests who use a touring plan and Early Theme Park Entry, for the same set of attractions.

Unfortunately, Chrissy and Morgan only got 8 attractions complete. This makes comparing the plans a bit more complicated. Even arriving early, it is impossible to avoid some long lines. Even with Chrissy’s advantage of riding two attractions before the park opened, Morgan waited on average less time by starting in the afternoon. By 4 p.m. Morgan could tell that the park was less crowded.

Updates We’re Making to the Models

Chrissy’s plan was impacted by a couple of things.  The first was that Tower of Terror was running at half capacity, without any sort of refurbishment or “reduced capacity” notification from Disney.  When that happens in the middle of the day, our wait-time models pick up on Tower’s unusually high wait times, so that touring plans are adjusted.  But we didn’t get enough wait times before Chrissy arrived – in this case, My Disney Experience didn’t display in-park wait times before official park opening, even though the park was open.  If we had that information, we think the touring plan software would’ve routed Chrissy to Tower of Terror first thing in the morning.

To work around this, we’re updating our wait-time models for Tower of Terror. At the end of each night, we’ll compare Tower of Terror’s average wait times for that day and the previous day, to the average wait times at other attractions in the park.  If Tower’s average wait exceeds a certain threshold (say, 150% of Rock ‘n’ Roller Coaster’s average wait), we’ll assume that Tower was running at reduced capacity and will also operate at reduced capacity tomorrow.   When you re-optimize your touring plan at the beginning of the day, your plan will have a reasonable guess as to whether Tower is running normally, and make the best choice.

Look for this update to happen within the next two weeks.

Star Wars: Rise of the Resistance

To experience Star Wars: Rise of the Resistance guest have to join the virtual queue at 7 a.m. or 1 p.m. to receive a Boarding Group. Disney’s app will estimate your Boarding Group time and notify guests when they can join the physical queue. To use a touring plan and ride Rise of the Resistance, we recommend making a plan without Rise of the Resistance and take a pause in your plan when your Boarding Group is called. After riding, just re-optimize your plan and proceed with your touring.

Since users can get a Boarding Group before entering the park you can plan your Hollywood Studio’s day around when your Boarding Group will be called. Disney’s app will give you an estimated return time, and on the Touring Plans Rise of the Resistance Page you can see the progress of Boarding Groups being called for the current day.

Following Along

During this test, we had the idea to stream both the testers in the park, and us data geeks tracking their progress. You can re-live our first attempt at live streaming at

We plan on doing an Animal Kingdom Touring Plan stream Saturday, February 27, starting at 7:30. The stream will be available on Twitch and YouTube. Live streaming on Twitch and YouTube also gives us a chance to answer questions from readers like you! Subscribe to our channel on YouTube or follow us on Twitch to be notified when the stream goes live.


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Steve Bloom

By helping continue to reach the most accurate crowd level predictions, Steve finally found a way to meld his training in statistical analysis with a lifelong passion for Disney. He first visited the Magic Kingdom in 1972, just a few months after it opened. Now he enjoys frequent trips with his two kids. At age four his son insisted on wearing cowboy boots to reach the height requirement for Test Track, and his daughter believes that a smoked turkey leg and Dole Whip make a perfectly balanced meal. Even though she doesn't quite get it, Steve's wife is supportive of his Disney activities.

7 thoughts on “Touring Plan Test: Hollywood Studios

  • This is so helpful, and has my family considering showing up mid-afternoon instead of at rope drop on our upcoming trip in August (assuming that WDW hasn’t started early park entry at that point — I always assume when Disney says something is “coming soon” that it means, “probably, maybe within the next 2 years or so…ish”).

    Also, just a minor proofreading point: the charts in this post consistently misspell the word “optimize” as “optomize.”

  • I would like to see the test rerun on a day when ToT and TSMM are both running at a higher capacity. Chrissy was slowed way down by ToT running at half capacity, and I suspect she had made a detour to go to TSMM to check why the wait time was so high, so that detour would have effected her plan the rest of the day. These issues make it difficult to fully compare it to Ivonne testing the late arrival plan. It’s likely the wait time difference is more than an hour between the two.

    • Chrissy did a pre-park test on January 16. crowd level was a 3, but was not as busy as early as February 21. Back in January we were still working out the pre-park predictions and getting the app to work before the park opened. She re-optimized after ToT. It was surprising that the software put RnR and ToT as the first steps and TSMM before Slinky Dog, but worked out beautifully!

  • Thanks Len! Yes, I definitely think the issue is real. I usually deal with this by optimizing when standing in line but I can never tell what’s driving a change in guidance of where to go next. I think it would be huge to know that you guys believe there is potentially an operational problem or reduction in forecasted capacity that is driving a change in the recommended next place to go. It would help me make the call of whether to bail on the time invested in line plus the walk to the new destination.

  • Thanks Chris! We’re having this exact discussion now. The question is whether to bail out and ignore the sunk cost of the time you’ve waited in line.

    It’s going to take us a bit to figure out how to answer that, as you can imagine. Thanks for validating that it’s a concern!

  • So what your sayin’ is it’s a crap shoot….

    Seriously I appreciate the focus on real-time optimization to help when someone is in the park react to real issues/changes to forecasted wait times. Would it make sense to add an alert when a threshold is triggered? (“Potential operational issue impacting wait times at xxxx. Consider optimizing your touring plan now”.). I’ve been in a queue that Lines is saying will take x minutes but starts to feel like thats not going to happen. I would love to know you guys are seeing the same so I could bail and not waste time.

  • These tests are fun to see!


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