Mastering the mechanics of machine completion is a fundamental aspect of optimizing your performance in Dandy's World. Whether you are aiming for record-breaking speedruns or simply trying to improve your efficiency across long-run floor counts, understanding the nuances of how characters like Gourdy and Yatta interact with machines is essential. This guide breaks down the data-driven analysis of machine types, trinket synergies, and the strategic trade-offs involved in high-level play.
Understanding Machine Mechanics and Skill Checks
To optimize your time, you must first understand the baseline mechanics. In Dandy's World, machines generally fall into categories such as Normal Machines and Circle Machines. Data analysis indicates that Circle Machines are completed more quickly than Normal Machines. While players often attribute this difference solely to the speed of the Skill Check (SC), the reality is more nuanced.
When a Skill Check appears near the end of a machine's progress, hitting the "gold" zone on a Normal Machine SC can sometimes force the prompt to appear on the right side of the SC bar. This specific positioning can cost a player approximately one second compared to the more consistent timing of a Circle SC. Consequently, if an SC appears near the conclusion of a machine, the Circle SC is objectively preferable.
It is critical to note that you will not encounter more SCs on Circle Machines simply because they are completed faster. The game enforces a strict rule: regardless of how quickly an SC is completed, a new one cannot trigger for at least four seconds. This cooldown is a constant that applies to all machine interactions, creating a rhythm of play that limits how much time you can potentially shave off per machine. Furthermore, because SCs operate in specific chunks of time—appearing only at the start of every full second—there is very little variance in the time required to complete a machine beyond a few frames of latency.
Gourdy-Specific Trinket Analysis
When evaluating the efficacy of trinkets, it is important to remember that conclusions are often Gourdy-specific. Not all Toons will yield similar results. A common point of debate is the combination of the Magnifying Glass (MG) and the Participation Award (PA).
Testing reveals that the combination of MG and PA provides only a minor improvement over using the Magnifying Glass alone. When looking at the combined average time to complete both Normal and Circle machines, swapping the Veemote for a Participation Award saves a player only between 1.7 and 1.9 seconds per machine, depending on whether the Tech Savvy perk is active. At face value, this means that Gourdy must complete approximately 11 to 12 machines on a given floor before the Participation Award has actually saved any time compared to the Veemote.
The deeper one looks, the less attractive the MG and PA combination appears. Even on later floors where this setup might theoretically outperform the MG and Veemote combination, it must first overcome the cumulative time advantage the Veemote has already provided in previous segments of the run. Additionally, the Veemote offers a strategic choice: you can select which machine to use it on. In a solo run with six twisteds present, using the Veemote on a machine located near the center of the map provides significantly more value than the marginal gains offered by the Participation Award.
In practice, for Gourdy, the MG and PA combination is likely slower than the MG and Veemote setup, even in indefinitely long solo runs. Most experienced players eventually pivot to using survivability trinkets instead. While it remains to be seen if characters like Looey or Pebble could derive more value from the MG and PA setup, the current speedrunning landscape does not support this as a dominant strategy.
The Role of Tech Savvy
Many players obsess over obtaining the Tech Savvy perk, often resetting runs if they fail to acquire it early. However, data suggests that Tech Savvy does not save as much time as players often assume. Even in a worst-case scenario where a player hits the "light gray" zone on every Skill Check to extract as slowly as possible, the time savings per machine are negligible.
If we analyze a solo run as Gourdy using the MG and Veemote setup, we can estimate the cumulative time loss from failing to obtain Tech Savvy. By the end of Floor 2, the time loss is approximately 12 seconds. By Floor 10, that cumulative gap grows to 1 minute and 10 seconds. By Floor 28, the estimated time loss reaches 5 minutes and 6 seconds.
While these numbers may seem significant, they do not account for the reduced risk of being spotted by twisteds when spending less time on machines. These estimates are most accurate for runs where the player is fortunate enough to have fewer interruptions. Ultimately, players are advised against resetting a run with a good pace solely due to the absence of Tech Savvy. Other RNG factors inherent to Dandy's World will affect your run to a much greater extent than this single perk.
Comparing Gourdy and Yatta
Determining Yatta’s average time-on-machines is a complex task. Unlike Gourdy, Yatta’s performance is heavily influenced by her candy usage, which is highly situational. Because percentage boosts in Dandy's World are multiplicative rather than additive, the true value of an extraction candy is never static; its impact depends entirely on what other extraction-boosting items are in the cited material in play.
In shorter speedrun categories—such as those focused on extraction jawbreakers or BoCs—Yatta holds a clear advantage over Gourdy. Her ability to remain competitive throughout the 30 Floors category is well-documented. Assuming optimal candy usage, there is no reason Yatta could not achieve a faster time than Gourdy, even in longer categories, without requiring significantly more luck.
However, as the machine count increases, the value of Yatta’s stamina and speed items begins to diminish. In a hypothetical run extending to Floor 50 or beyond, the frequency of encountering machines increases, reducing the time spent traveling across the map. In these extreme scenarios, Gourdy likely holds the outright advantage. Nevertheless, for a standard "highest-floor" run, Yatta’s base stats—3 health, 2 stealth, and a consistent output of speed items—are generally considered more desirable than the minor time-on-machine advantages offered by Gourdy.
Regarding treadmill machines, these were excluded from the primary data set due to the high variability in how much a player can run in different situations. It is worth noting, however, that Yatta completes treadmill machines faster on average than Gourdy, thanks to her inherent stamina and speed item advantages.
Practical Considerations for Speedrunners
For players designated as the "machine primer" in non-solo runs, you may occasionally see the MG and PA combination in use. However, it is important to acknowledge that priming generally slows down most runs. While it is possible that interrupted machines—where a player is spotted by a twisted—might favor the PA due to the increased likelihood of completing two SCs during an extraction, this is difficult to prove. In practice, the timing of twisted appearances is unpredictable, and they rarely appear in the specific, controlled chunks of time required to maximize the PA's potential.
Ultimately, the data suggests that there is very little variance in machine completion times. Because Skill Checks operate on a fixed schedule (one per second, followed by a four-second cooldown), your efficiency is largely gated by these mechanics rather than your specific character choice. Players should focus on consistency and managing twisted encounters, as these factors will have a far greater impact on your final time than the minor differences between trinket setups or the presence of the Tech Savvy perk.
FAQ
Is the Participation Award worth using for machine speed?
According to player guidance and data analysis, the Participation Award is generally not worth the slot. For Gourdy, the combination of Magnifying Glass and Veemote is more efficient. The Participation Award saves only a negligible amount of time, and the Veemote provides greater strategic value by allowing the player to choose which machine to accelerate.
Should I reset my run if I don't get Tech Savvy?
No. While failing to get Tech Savvy results in a cumulative time loss of approximately 5 minutes and 6 seconds by Floor 28, this does not account for the impact of twisted interruptions. Other RNG factors in Dandy's World are significantly more influential, and players are advised to maintain their pace rather than resetting.
Who is faster at machines, Gourdy or Yatta?
It depends on the category. Yatta has a clear advantage in shorter categories and is highly competitive in the 30 Floors category due to her stamina and speed items. However, as machine counts increase, Gourdy gains an advantage in pure machine completion time, though Yatta remains a preferred choice for many due to her higher survivability and better performance on treadmill machines.