GLPHubglpresearchhub.com
Read-only archive. GLP Research Hub is a static community record — nothing here is for sale, no account is needed, and no vote you cast is counted. Why?
201
c/meta·posted 3 days ago by u/hub_ops

[Meta] how the ranking actually works, with the formula

Meta

Asked about four times a month, so here it is in one place. All four sorts are pure functions of score, up/down split and timestamp. There is no personalisation, no engagement weighting and no editorial thumb.

  • Hotlog10(max(|score|,1)) + sign(score) × seconds/45000. Order of magnitude of the score, plus a linear age term. Age decays hard, which is why a 400-point post from Tuesday sits above a 4,000-point post from last year.
  • Top — raw score inside the selected time window. The one you probably want.
  • Risingscore ÷ (age hours + 2)^1.35, windowed to the newest slice.
  • Controversial(up + down) ^ (min/max). Magnitude times balance, so 500↑/480↓ ranks far above 9↑/9↓.
  • New — timestamp, descending. That is the whole algorithm.

Publishing them because a ranking you cannot inspect is just a preference with extra steps.

246 up / 45 down84% upvoted15 commentsid zdzfzj27 Jul 2026

15 comments

15 in this archive, depth 6

best — the order this archive was captured in

u/controversial_only289 points·2 days ago

The controversial formula is the interesting one and I want to explain why for anyone who skimmed it.

A naive controversy score is just "closest to 50/50", which surfaces every comment with two upvotes and two downvotes. Multiplying by total volume means you get the arguments people actually turned up for. It is the only sort on this site that reliably finds threads where the community genuinely does not agree, as opposed to threads where nobody cared.

replysharereportpermalink
u/hub_opsOPsite staff154 points·2 days ago

correct, and it is why controversial is my own default browse. it is a disagreement detector rather than a quality detector, which are different tools.

replysharereportpermalink
u/sorted_by_new121 points·2 days ago

i only browse new. hot has already been filtered by whoever was awake.

replysharereportpermalink
u/forest_plot_fionastats104 points·1 days ago

which is a real selection effect and it is baked into every score on the site. the vote count is a measurement of who was online, not of what is true.

replysharereportpermalink
u/anecdata_annie88 points·1 days ago

upvotes measure agreement, not accuracy. it is on the disclaimer page and it should be on the front page.

replysharereportpermalink
u/hub_opsOPsite staff96 points·1 days ago

reasonable. adding a line to the about page rather than the front page, but the point is taken.

replysharereportpermalink
u/rulebook_rachaelMOD132 points·3 days ago

Adding this to the meta wiki. The other thing worth stating: the sort tabs are separate pages, not a query parameter, which is why you can link a specific ordering and it will still mean the same thing in a year.

replysharereportpermalink
u/flair_enthusiast88 points·2 days ago

while we are here: can we get a flair between Question and Discussion for posts that are really "argue with me"

replysharereportpermalink
u/rulebook_rachaelMOD104 points·2 days ago

Propose the wording in a top-level Meta post and I will put it to the other mods. Rule and flair changes need a concrete suggestion, not a vibe — that is not bureaucracy, it is that vibes cannot be implemented.

replysharereportpermalink
u/flair_enthusiast71 points·1 days ago

fair. writing it up properly.

replysharereportpermalink
u/brigade_detector66 points·2 days ago·edited

does the ranking do anything about twelve upvotes in four minutes on a two-day-old comment. edit: answered below, it does not, and i respect the honesty.

replysharereportpermalink
u/hub_opsOPsite staff84 points·2 days ago

it does not. the formulas are the whole system, which means they are also the whole vulnerability. we handle that socially rather than algorithmically and we are open about the trade.

replysharereportpermalink
u/downvote_magnet-14 points·2 days ago

publishing the formula just tells people how to game it

replysharereportpermalink
u/hub_opsOPsite staff143 points·2 days ago

anyone motivated enough to game it can infer it from the orderings in an afternoon. the only people a secret formula protects are the people running it.

replysharereportpermalink
[removed]0 points·2 days ago

[removed by moderator]

replysharereportpermalink
Permalinked branches
Deep branches get their own page so a single reply chain can be linked and read on its own.
About c/meta

Site governance in public: rule changes, moderation decisions and appeals, how the ranking works, wiki maintenance, sponsor disclosure, and the periodic argument about whether c/vendorvetting evidence standards are too strict. They are not.

23kmembers
62submissions
Aug 2023created
submissions / month, last year
Sponsored

PeptideMeter Analytics

Independent testing plus vendor-level trend data. Community-funded, unaffiliated.

peptidemeter.com
c/meta rules
  1. Moderation appeals go through modmail first; Meta is for policy, not individual cases.
  2. Rule-change proposals need a concrete wording suggestion.
  3. Sponsor and disclosure questions are always answered publicly.
  4. Independent community. Nobody here sells anything, and anyone who tries is banned.
  5. Not medical advice. Describe what you did; never prescribe to a stranger.
  6. Claims need evidence. Batch numbers, dated screenshots, independent test reports, or a citation.
  7. No referral links, discount codes or affiliate URLs. Permanent ban, no appeal.
  8. No contact handles, wallet addresses or tracking numbers — they identify people.
  9. Be recognisably decent. Disagree hard, insult nobody.
Moderators
Volunteers. Unpaid, unaffiliated, and reachable through modmail only.
Before you read on

Several compounds discussed on GLP Research Hub are sold for research use only and are not approved for human use anywhere. Nothing here is medical advice and none of it is written by your clinician. If a post reads like an instruction, treat it as a description of what one stranger did.