Gaining points issue

In almost every match, I’m getting significantly fewer Research Points than the number of points shown on the scoreboard. More often than not, the amount I actually receive is dramatically lower — sometimes even half of what I scored.

For example, in the first screenshot, I scored almost 9,000 points, but received only around 7,000 Research Points. In another match, I managed to score around 17,000 points, yet the amount of Research Points I received was roughly the same as in the match shown above.

There is also the issue of Battle Heroes rewards. You can put in a huge amount of effort during a match, finish first on your team, get the most kills, build the most structures, and generally do everything you can to carry a losing team — and still receive only one Battle Hero reward that gives you multiplier of a x1.2.

That’s exactly what happened to me in the first match. I had the highest number of kills and building points, finished first in the scoreboard, and was clearly trying to carry the team despite us losing. Yet I received only the 1st Place reward, which gave me a +20% bonus to the Research XP that had already been significantly reduced.

The way that the points gained in the scoreboard are calcuted into points you earn in the reserch tree is a mistery to me, but it doesnt’t change the fact that they are not calculated fairly. On top of that there are battle heros rewards. You can work your guts out and give maybe a reward for the 1st place or all-round warior and nothing more. In the first match I’ve got the highest amount of frags and building points and was the first in all of the match trying to carry my loosing team and got nothing but the 1st place reward which gave me +20% to my already cut research exp.

I want to address the issue, as in the title, based on my quite a few matches (much more than these two in the ss) of not fairly calculated scoreboard points into research points. In the first match I might have encountered bot lobby but in the latter I’ve for sure played against real players and got nearly nothing for my effort.

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I believe that research scales depending on some hidden metrics:

-100% known that if you have a full lobby of real people instead of bots, the research points you get is the highest, more bots you have, less research points you gonna get after game is done.
-using vehicles gives more score, however you get less research points after the game.
-length of battle also depends on the final research points coefficient. So getting 3,5k points in 50min match will give you more research then 5k in 20min match.

After 5 years of playing this game I’m perfectly aware of point reduction when playing vehicles (part of this reduction are fake assists in the scoreboard). I am aware that bot lobbies reduce points (this is what I indicated describing a match where scored 16k). I just don’t understand the exact multipliers that calculates scoreboard points into reaserch points. But I still consider that cutting points by half is just not fair and not at all rewarding.
In the first match I did not use vehicle and yet got my points cut. I also did not encouter bot lobby for sure. My points where calculated in unfair way - that is the first part. The second despite putting the highest effort I could to my team I got only 1 battle hero reward - for the 1st place and nothing else. Apart from the fact that players who really try to carry the lobby should be somehow better rewarded. I also had the gighest amount of frags, building points and objective kills.

Bobber Kurva