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Silph Study: #002
Throw Bonuses in Pokemon GO
Anecdotal reports have long hinted that earning a
throw bonus by aiming a ball inside the reticle (circle) improves
catch rate, but statistically significant data has been lacking.
The Silph Research group collected a statistically significant dataset (over 4,500 samples) of highly controlled throw data. Researchers tossed a single Poke Ball (repeated if necessary until first contact with the wild Pokemon was made) and recorded their catch success or failure, alongside any catch bonuses. (E.g. Nice, Great, Excellent)
Our analysis has found that earning a
throw bonus DOES INCREASE your catch rate.
Variables Controlled For
- Only samples collected before the recent
Type Catch Bonusmechanic launched were studied
- This dataset only includes balls that were thrown
straight(See Note 1)
- This study was only conducted on
- This study excluded Pokemon caught via
- Only Pokemon whose
base catch rateis .4 were included (e.g. Rattata, Pidgey, etc)
- We used
% of Max CPper species as a basic way to estimate Pokemon level (See Note 2)
The Null Hypothesis Vs. Results
The null hypothesis is that all throws have the same catch chance, regardless of getting the throw bonus, or H0: μ1 = μ2 = μ3 = μ4 where μ1 = Normal, μ2 = Nice, μ3 = Great and μ4 = Excellent. With calculated rates of:
|Throw Bonus||Catch Rate||Sample Size||Margin of error|
With those values we are able to reject the null hypothesis in favor of the alternative with a confidence level of 95%. The only ones we cant be fully confident of rejecting is μ3 = μ4 and μ2 = μ4 as the sample size is too small, however it fits the trend and we can reject μ4 = μ1.
* The Normal throw dataset contains data from all ring types, meaning it's average is likely smaller than the maximum ring radius. The disparity between Nice (the largest/full circle) and the random distribution Normal which was undoubtedly a smaller average circle radius, points to the Nice bonus improving catch rates more than the presumed smaller average circle in the Normal sub-dataset. (See Note 3)
The Silph Research group focused on
Straight balls only in this analysis, as different ball types are known to alter capture rates and
Curve throw bonuses are anecdotally reported to as well.
Curve throw bonuses are the subject of a separate, ongoing study.
A common question regarding this analysis is whether
Pokemon Level impacted the
throw bonus catch rate percentage.
Pokemon Level does impact catch rate. But fortunately, each throw bonus sample group had a roughly equal distribution of Pokemon levels (roughly approximated by % of Max CP).
The frequency distributions of each throw type bonus can be seen in the following bar chart. Only a few players are able to catch 60-70% and 70-80% mon so that is the reason for their section of each bar being so small. All of the other sections are quite evenly distributed.
It remains possible that there is a separate bonus for timing a throw to when the colored ring is small, regardless of whether the ball hits inside the ring or not. However, since ring size was not recorded for "Non-Bonus/Normal" throws, this dataset's average ring size is most likely even smaller than the
Nice dataset's ring size. Despite this, the
Nice dataset observed a significant catch rate bonus regardless. Due to this, we believe that the bonus itself is increasing the catch rate, not simply the ring size.
This finding was shared on our subreddit on Oct. 14, 2016.
Contributions to this project were made by many Silph Researchers, but we want to highlight the top 5 contributors to this research for their selfless dedication to furthering our understanding of
Throw Bonus mechanics: