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The effect of temples and libraries on recruitment chances was always very vaguely documented. (And there has been times when I wondered if they had any effect at all.) In fact, it may have been the deepest mystery of the game to me, ever since I started playing CoE3. So now that I finally think I have some answers, I felt I had to present them in their own post. (I have previously posted this also in the CoE4 forum, but I think it should be here, in the CoE3 forum, as well.)
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Having extracted the class and recruitment data from the executable, I knew the base chances of all recruitment entries, as well as exactly which ones of them were boosted by temples or libraries (had the templerec or libraryrec properties/flags). It also let me know what the recwizchance class property was for every class (=0 for most of them), and through some fairly extensive testing I was able to finally nail (I think) exactly how that property works, i.e. what the base chances of standard wizard offers are.
Still, the exact effect of temples and libraries on recruitment remained a bit vague.
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Now, finally, I decided to go through with the drudgery of testing how the temples and libraries of CoE actually work.
The results:
In CoE3: - It seems that each temple and each library can give up to a +3% boost to the chance of a recruitment entry with templerec or libraryrec, respectively.
- However: If the base chance of the entry is 2% or lower, each temple/library only adds about +1% to it. If it's 3%–8%, each temple/library adds about +2%.
- No more than 5 temples and 5 libraries count for a recruitment bonus. If you have more, all of them will be shown in the recruitment window, but only 5 of each will count.
- The boost to the chances of standard (human) wizard offers seems to be the step size of recwizchance, 2 per mille, per library – again capped at 5 libraries. Which would give a maximum of +1% per standard wizard from libraries, or about +6% total to offers of any standard wizard type.
In CoE4: - Each temple appears to give +4% to the chance of a recruitment entry with templerec.
- Each library point appears to give +3% to the chance of a recruitment entry with libraryrec. (Meaning a standard magic library now gives a +6% boost, and the home of an Archmage, what’s in CoE4 is known as an Academy of Higher Magic, gives 9%.)
- The boosts from temples or libraries are both capped at +20%. So no more than 5 temples will have any effect (like in CoE3). While up to seven library points count for boosting entries with libraryrec (the last one a bit less than the first six).
- The CoE3 reduction of temple/library boosts, where the base chance of the recruitment entry is low, does not seem to be there in CoE4. Establishing this for sure would take more tests than I care to make, but I haven't at least seen any reductions in CoE4 as sharp as in CoE3 – not even at a base chance of zero.
- Standard (human) wizard offers finally: The effect of libraries on these is a bit confusing in CoE4 (less straightforward than in CoE3).
- It seems that the boost per library point to the chances of wizard offers is slightly higher than the step size of recwizchance (which in CoE4 for most wizard types is 1 per mille). Possibly 1.1 recwizchance steps per library point?
- Up to 10 library points seem to count for this purpose. Which is more generous than the cap on boosts to offers with libraryrec in CoE4, and also (normally) more generous than the cap on library effects in CoE3.
(Increases to recruitment chances are given in percentage points added, of course. Or, put another way, the individual chance of each temple/library being a source of the offer in question is 1, 2 or 3 percent. There is no multiplication, no percentage of percentage involved.)In other words, while the effects of temples and libraries have been increased overall in CoE4, compared to CoE3, this is particularly true where recruitment chances start low.
The recwizchance step size is for most standard wizard types only half of what it is in CoE3, of course. But the maximum boost per wizard type is still comparable, if not bigger, and the number of standard wizard types is almost tripled in CoE4. So it seems you can in CoE4 get as much as one offer of some standard wizard about every fifth turn, on average, if you manage to capture 10 library points.
May I suggest uploading to Github the python scripts you used to extract the data?