Earlier quoted context omitted.
> but in comparison it will never fail as often as human do. Maybe eventually, but what I'm interested in is right now, does the tesla autopilot fail more often than a human driving in similar conditions. My suspicion is that it does.
The data already gathered would indicate that your suspicion is wrong. Currently the US averages 1 fatality for every 89 million miles driven. Autopilot is at almost twice that with only 1 fatality. So autopilot already fails less often than a human. Consider this anecdote: https://twitter.com/elonmusk/status/756004029239472132 Then rethink if you really believe that this pedestrian deserves to be dead because you do…
Your statistic ignores the fact that autopilot is only used in relatively simple situations, and since you're measuring fatalities only, you need to compare it only with cars of equivalent safety ratings.
If you have statistics comparing humans and autopilot in relevant situations I'd be very interested, but the ones you quote are exactly the ones I'm complaining about as being nonrepresentative.
Even considering all miles equally, a rate of 1 per 130 million autopilot miles (a much too small statistic from which to generalise) still does not compare particularly well to a lot of cars driven by humans, e.g. the BMW 7 series.
Incidentally, it's not at all clear that the situation described in your anecdote even involved the autopilot functionality, as it sounds like it was autonomous breaking which is a standard feature on many cars.