One of the earliest phenomena noticed in Stack Overflow's voting system is the FGITW problem: the first answer is more likely to get upvotes than subsequent answers. Even if later answers are objectively better, the first answer forms a bandwagon that collects more votes than it otherwise would. (One of my earliest and most upvoted answers falls victim to this... sort of.) The bias seems well known, but I haven't seen anyone actually measure it.

How much does it cost to be the second person to answer a question rather than the first?

  • 1
    While its well known on SO and real (as seen below), do any other sites also exhibit this?
    – user213963
    Commented Mar 11, 2014 at 19:47
  • 1
    @MichaelT: That's a great question. It turns out that they do, but the magnitude of the bias varies greatly. Far and away the most pronounced effect is seen on Skeptics at 4.1(!). No existing site fails to show the bias that I've seen. Commented Mar 11, 2014 at 19:58
  • Are you making a distinction between a regular question and a question on Hotr Network Questions list? The latter seems to significatly amplify TFGITW.
    – DVK
    Commented Dec 14, 2015 at 17:38

1 Answer 1


I decided to look at all questions with exactly two non-negatively scored answers. The first answer is declared the fastest gun and the second answer's score is subtracted from the score of the first. Assuming there's no other systematic reason the first answer should be qualitatively better1, the difference measures the bias. Obviously, the bias isn't really a problem when answers are months or years apart; nobody answering this question today can hope to get the top answer in any reasonable timeframe. Indeed, if you look at answers a month apart, noise obscures the bias pretty thoroughly:

Delta between first and last answer by hour difference up to one month.

The horizontal axis is the hours separating the answers from 0 to one month. Yellow is the average score of the first answer and blue is the score of the answer provided x hours later. Red is the difference between the earlier and later answers. (The image is linked to the query I used to generate the graph.) If you take the average delta over this period, the first answer has about a quarter of a vote advantage. But the data is also very noisy the further apart answers are separated in time. There's good reason for that: the scale of the FGITW problem is minutes and seconds, not hours and days.

Delta between first and last answer by minute difference up to four hours.

This version shows answers separated by minutes up to 4 hours. Again there is a lot of noise on the right side of the graph2, but the FGITW effect is quite clear on the left side. While the effect is small, it starts at less than a minute difference, reaches maximum effect at about 2 minutes, and more or less disappears by half an hour. The average over 1 to 5 minutes (which is when the bias is most noticeable) turns out to be a 0.43 score delta. Assuming no downvotes, that works out to a little over 4 reputation points per question answered. Over many answers, the bias adds up.

I hope I've convinced you that the bias is real and significant. Now I want to argue that we probably don't need to worry about it nearly as much as we have. As I looked at the data, the sort of remarkable thing I noticed is that the advantage of being first doesn't really increase the later the second answer gets. Indeed, if you average over all time (by removing the and datediff(minute, f.CreationDate, l.CreationDate) between 1 and 5 clause), the difference between first and second answer is 0.47. Intuitively, we'd expect an answer posted 3 years after a question is asked would never catch up. Answering an old, answered question draws more votes to the existing answers thereby compounding the first-answer advantage.

For popular questions, that's likely true. But for the vast majority of answers, the half-vote disadvantage ought to be overcomable with a superior answer. For questions with a thousand or fewer views, the bias drops down to 0.353. For long-tail questions, there's no reason not to write a "second opinion" if you have one.

Meanwhile, there's real value in providing an answer to a programming question a few minutes earlier. Task switching has a real cost and there's something to be said for providing an answer to a programmer's question as quickly as possible. And we've completely ignored the risk of answering quickly: misreading the question, getting a few quick downvotes, and having your answer deleted as "not an answer". The gunslinger lifestyle is hard, fast, and dangerous. Only the best survive long.

  1. This may not be an accurate assumption. There's good evidence that top programmers are good, nay excellent, at all aspects of the job—including typing. If you add in a few other factors like being able read code more quickly and recall off the top of their heads the quirks of a programming language, the bias I measure may be overstated.

  2. It would help to use a log time scale. But those are awkward and we really only care about the left side anyway.

  3. Obviously this isn't entirely fair. Throwing out the most popular questions also tosses away some heavily voted answers. But my point is that you don't have to try answering popular questions if you are worried about the FGITW. Answering slightly more obscure questions can be both valuable to human knowledge and rewarding in terms of reputation.

  • 32
    Damn, no way I am going to get rep from a competing answer to this one now.. Commented Mar 11, 2014 at 19:34
  • 11
    You just killed any FGITW on this question. Commented Mar 11, 2014 at 19:37
  • My knee-jerk reaction is that you should limit the FGITW analysis to a subset of SO, like c# or java. The nature of the more popular tags is very different to the low-volume tags.... but, put together, the large number of low-volume tags will affect the overall picture.
    – rolfl
    Commented Mar 11, 2014 at 19:42
  • 3
    To that end, I forked the query for Java and for C# (and you can choose the tag you want)
    – rolfl
    Commented Mar 11, 2014 at 19:50
  • @Martijn Pieters Good call. The first answer bias here is 1.16. (Self-answered questions are also high -risk/high-reward propositions in my experience. ;-) Commented Mar 11, 2014 at 20:14
  • @JonEricson: as a high tree catching the wind (Dutch expression for Heavy is the head that wears the crown.; a higher-rep user) I also find that my self-answered questions attract a higher-than-expected number of downvotes too. Commented Mar 11, 2014 at 20:17
  • @MartijnPieters it is very difficult to write a good question to self answer. Most of the questions that I've stumbled across tend to the unclear end and the answers in the not helpful. Not all, but most.
    – user213963
    Commented Mar 11, 2014 at 20:27
  • @JonEricson Took the liberty of adding a parameter for the accept-bonus. This affects the FGITW ... Consider everything with, and everything without the accept-bonus skew ... accept-bonus contributes to FGITW earnings
    – rolfl
    Commented Mar 11, 2014 at 20:56
  • @rolfl: That's a good point and one I'd considered adding. But since the purpose of the accept bonus is the provide the OP a way to acknowledge the answer that helped them the most and since the first answer is often the most helpful, I'm not sure that it's wrong for first answers to get rewarded that way. Commented Mar 11, 2014 at 21:15
  • Would it make sense to run an analysis on smaller (but still reasonably high-volume) site such as SciFi.SE? FGITW is certainly a problem there on larger tags (HP, SW, ST).
    – DVK
    Commented Dec 14, 2015 at 17:37

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