Hogwarts Legacy

analyzed 2026-09-27 · sample of 515 English reviews across the whole review history

Across 515 sampled reviews, the world draws the most consistent praise: 66 of 70 mentions are positive, with players calling it "truly spectacular and incredibly well designed" and noting it "feels lived in". Graphics (46 of 50 positive), atmosphere (24 of 26), and combat (51 of 62) follow a similar pattern, and exploration and lore are largely spoken of warmly. Story appears in 79 reviews, where 54 are positive against 15 negative. Opinion splits more sharply elsewhere. Quest design draws 18 positive and 14 negative mentions, and customization 11 against 9. Performance is the clearest fault line: of 35 mentions, 22 are negative and only 6 positive, with reports of stuttering and memory use. Bugs, stability, and updates also skew negative, and player choice is criticized in 14 of 18 mentions. Characters, writing, pacing, and balance lean negative as well, alongside grind as a recurring theme. Smaller groups still register: music, art style, and sound design are almost uniformly positive, while multiplayer is mentioned only as an absence. Mods come up as a remedy, and several reviewers hope for future DLC.

numbers checked against this report's stored data · quotes copied verbatim from reviews · plain text is the language model's own wording

Aspects

share of sample, axis to 20% · ± is the sampling uncertainty around each share

  • positive
  • mixed / neutral
  • negative
  • story

    54 positive · 15 negative · 5 mixed · 5 neutral

    • I finished the story and now i can do whatever i want.
      positive · Feb 28, 2023 · review 133821376
    • Combat is engaging and the story develops in a very fun way (the parts I got to, at least).
      positive · Feb 28, 2023 · review 133823105
    • Very disappointed because the story seems interesting but I can’t experience it properly.
      positive · Feb 28, 2023 · review 133825817
  • world

    66 positive · 1 negative · 3 mixed · 0 neutral

    • This game really wouldn't be the same if it were in England, granted some areas of the country could be made to look pretty great, the world we get to explore throughout this game is truly spectacular and incredibly well designed.
      positive · Feb 28, 2023 · review 133820696
    • A lot of collectibles and the world is ♥♥♥♥♥♥♥ huge and feels lived in! It was kind of trippy to see!
      positive · Feb 28, 2023 · review 133820782
    • It's immensely immersive and inviting, and you definitely feel like you're in Hogwarts and Hogsmeade.
      positive · Feb 28, 2023 · review 133821297
  • combat

    51 positive · 5 negative · 5 mixed · 1 neutral

    • The combat isn't the best but it's def good! It's got both a dodge and parry mechanic, and the difficulty you choose will determine how much time you have to react to incoming attacks.
      positive · Feb 28, 2023 · review 133820782
    • the puzzles are fun, the fights are fun, the graphics a very good.
      positive · Feb 28, 2023 · review 133821775
    • Edit: More Accio-Duells would be Great...those where fun, but way to less possibilities to play them
      positive · Feb 28, 2023 · review 133823490
  • graphics

    46 positive · 4 negative · 0 mixed · 0 neutral

    • It was like a hella vastly improved version of modded Skyrim for me, I couldn't believe how open everything was and how good it all looked!
      positive · Feb 28, 2023 · review 133820782
    • the puzzles are fun, the fights are fun, the graphics a very good.
      positive · Feb 28, 2023 · review 133821775
    • The graphics are gorgeous, the fights are enjoyable (though a bit too easy for my taste), the different riddles are good.
      positive · Feb 28, 2023 · review 133822880
  • exploration

    35 positive · 2 negative · 2 mixed · 1 neutral

    • The open-world exploration and puzzles still call to me after 10 hours, and many of the puzzle types are novel variations on a theme, so I'm not bored by having to do them.
      positive · Feb 28, 2023 · review 133821297
    • The world does really feel immersive and you will enjoy flying around the castle and finding all the secrets it hides within.
      positive · Feb 28, 2023 · review 133823296
    • If you love the wizarding world you will love this game, great exploration, good game mechanics.
      positive · Feb 28, 2023 · review 133823731
  • quest design

    18 positive · 14 negative · 5 mixed · 1 neutral

    • 30 hours in at the time of writing and i am doing almost all the sidequests, because they are fun.
      positive · Feb 28, 2023 · review 133824997
    • + there are so many unique quests to enjoy with each a little story.
      positive · Feb 28, 2023 · review 133828125
    • Side quests offer compelling rewards, mostly without feeling like arbitrary fetch quests.
      positive · Feb 28, 2023 · review 133829671
  • gameplay

    25 positive · 8 negative · 2 mixed · 0 neutral

    • Gameplay is fantastic. I hope if they make another one, I wish they would improve on some stuff.
      positive · Feb 28, 2023 · review 133820756
    • solid gameplay, solid graphics
      positive · Feb 28, 2023 · review 133823237
    • -Gameplay is fine
      positive · Feb 28, 2023 · review 133823490
  • performance

    6 positive · 22 negative · 4 mixed · 3 neutral

    • Have a pretty neat PC, but the game is stuttering and most likely taking up way too much memory even with medium settings (while I can have Ultra/highest on literally every other game without issues).
      negative · Feb 28, 2023 · review 133824401
    • The stuttering in most of the highly interactive areas gets so bad that I am skipping around my monitor. I maybe have 5 minutes of no stutter during cutscenes and dialogue and then game play takes place and the stutter continues on.
      negative · Feb 28, 2023 · review 133825817
    • - Very poorly optimized for the PC
      negative · Feb 28, 2023 · review 133827165
  • content amount

    22 positive · 11 negative · 0 mixed · 0 neutral

    • A lot of collectibles and the world is ♥♥♥♥♥♥♥ huge and feels lived in!
      positive · Feb 28, 2023 · review 133820782
    • Always makes me happy when new AAA games come out complete and fully realized.
      positive · Feb 28, 2023 · review 133825871
    • It reminds me a little of Skyrim, so many things to do and occupy your time with..questing, gathering resources, rescuing animals, taking care of said animals, planting, decorating your room of requirement, decorating your vivarium.
      positive · Feb 28, 2023 · review 133827207
  • price value

    18 positive · 5 negative · 9 mixed · 1 neutral

    • Worth of every penny.
      positive · Feb 28, 2023 · review 133822520
    • -Price is okay
      positive · Feb 28, 2023 · review 133823490
    • Well worth the investment. If you loved Harry Potter - the books or movies or both - you will absolutely love this.
      positive · Feb 28, 2023 · review 133824050
see more
  • atmosphere

    24 positive · 2 negative · 0 mixed · 0 neutral

    • It's immensely immersive and inviting, and you definitely feel like you're in Hogwarts and Hogsmeade.
      positive · Feb 28, 2023 · review 133821297
    • Super immersive.
      positive · Feb 28, 2023 · review 133824176
    • Pretty fun and immersive if you are a fan of Harry Potter you will enjoy it.
      positive · Feb 28, 2023 · review 133825751
  • customization

    11 positive · 9 negative · 0 mixed · 1 neutral

    • The cosmetic stuff is ridiculous and very cool at the same time. You can at almost any time make yourself look how you want to, which is a very nice touch, imo.
      positive · Feb 28, 2023 · review 133823105
    • The game also managed to be the most inclusive game I've ever seen, done in a way that feels natural.
      positive · Feb 28, 2023 · review 133829951
    • Clothes, loved it. Decorating room of requirements and the vivariums, loved it.
      positive · Mar 31, 2023 · review 135831490
  • bugs

    4 positive · 14 negative · 1 mixed · 1 neutral

    • A few minor bugs and oddities maybe but nothing serious.
      negative · Feb 28, 2023 · review 133822880
    • - Buggy as hell
      negative · Feb 28, 2023 · review 133827165
    • Maybe one, some of the things have tendency to re-appear but that doesn't rly matter.
      negative · Feb 28, 2023 · review 133828065
  • characters

    7 positive · 12 negative · 1 mixed · 0 neutral

    • But its a shame they forgot to put Harry Potter and Hermione.
      negative · Feb 28, 2023 · review 133822670
    • I do feel like there should have been less diverse characters, considering the where & the when the game is based.
      negative · Feb 28, 2023 · review 133823501
    • - Forgettable characters
      negative · Feb 28, 2023 · review 133827165
  • level design

    12 positive · 8 negative · 0 mixed · 0 neutral

    • the detail to the castle is amazing and the crafting and etc is fun im finding it enjoyable
      positive · Feb 28, 2023 · review 133825642
    • + great castle design - absolutley the best part of the game
      positive · Feb 28, 2023 · review 133825643
    • Hogwarts castle, however, is a world in itself, with students, ghosts and portraits running amok and secret doorways around every corner. The level of details the Hogwarts represent is stunning.
      positive · Feb 28, 2023 · review 133826653
  • player choice

    3 positive · 14 negative · 1 mixed · 0 neutral

    • Later in the game the character just blurts out to everyone that will listen that they can see and use ancient magic which completely negates the option of hiding this information from people in the first place.
      negative · Feb 28, 2023 · review 133820696
    • The Game tends to simulate that you have any Choice that matters, but you dont have. Even if you want to you couldn´t be the Bad person or reject Quests.
      negative · Feb 28, 2023 · review 133823490
    • Additionally our choices do not really matter all that much.
      negative · Feb 28, 2023 · review 133826653
  • stability

    2 positive · 14 negative · 0 mixed · 0 neutral

    • This update corrupted my 57 hour playthrough, along with many other people and I am not wanting to go back through the grind of everything I did.
      negative · Feb 28, 2023 · review 133823105
    • I can play for 5-30min before the entire game crashes.
      negative · Feb 28, 2023 · review 133824401
    • I can play up to 5min max, then it crashes.
      negative · Feb 28, 2023 · review 133825940
  • game length

    7 positive · 5 negative · 0 mixed · 3 neutral

    • -Acceptable Playtime for a Casula Playthrough without trying 100%
      positive · Feb 28, 2023 · review 133823490
    • The story will keep you entertained for 32+ hours which in itself is a decent playtime. To me, it is easily worth a full price as it has already kept me entertained for a good amount of hours and I plan to grind some more completion percentage still.
      positive · Feb 28, 2023 · review 133826653
    • + I love how big it is and how many hours you can spend enjoying it
      positive · Feb 28, 2023 · review 133828125
  • difficulty

    4 positive · 4 negative · 0 mixed · 5 neutral

    • It's got both a dodge and parry mechanic, and the difficulty you choose will determine how much time you have to react to incoming attacks.
      neutral · Feb 28, 2023 · review 133820782
    • Keep in mind, this is not a Dark Souls game so it is pretty easy even on Hard.
      neutral · Feb 28, 2023 · review 133826653
    • ☑️Normal
      neutral · Sep 30, 2023 · review 147391175
  • progression

    7 positive · 4 negative · 0 mixed · 2 neutral

    • This game is a wonderful experience, very fun to play and has a fantastic progression model, you get things slow, so you have time to play/learn how to use them.
      positive · Feb 28, 2023 · review 133823105
    • Its fulfilling to reach talents, gear...etc before intended otherwise.
      positive · Feb 28, 2023 · review 133824176
    • Very enjoyable game, set in a world that really seems to balance character progression and story-line without feeling too much like grinding.
      positive · Feb 28, 2023 · review 133830721
  • mods

    8 positive · 3 negative · 0 mixed · 0 neutral

    • Once I installed the mod Ascendio it got better, but it was still not perfectly smooth.
      positive · Feb 28, 2023 · review 133829951
    • It has a few issues, like I dont like having to balance spell cooldowns (but thats just my personal preference), but it's nothing a few mods cant fix.
      positive · Nov 30, 2023 · review 152594037
    • It's incredibly fun game, even more fun if you mod it.
      positive · Mar 31, 2024 · review 161915352
  • developer conduct

    2 positive · 8 negative · 0 mixed · 0 neutral

    • I absolutely would have played through a 2nd time, maybe more, I don't know, but this left a really sour taste in my mouth and I tried again today 2/28/23, to see if the Devs addressed this, and nope. So, the lack of care there makes me quite disinterested.
      negative · Feb 28, 2023 · review 133823105
    • Realistically, the Devs have the time and the money to fix the issue but don't, therefore DO NOT BUY.
      negative · Feb 28, 2023 · review 133827303
    • Since i have not found anything from the devs regarding a fix, and these issues have seemingly persisted for quite a few months now, I cannot recommend getting the game as you might not be able to play it depending on your hardware.
      negative · May 31, 2024 · review 166425934
  • writing

    2 positive · 6 negative · 0 mixed · 2 neutral

    • You get around 60 hours of gametime if you want to collect everything (according to my estimates) and will enjoy a more than competent and varied (if not particularly well-written or deep) experience.
      negative · Feb 28, 2023 · review 133828743
    • good gameplay, boring dialog sometimes
      negative · Feb 28, 2023 · review 133829821
    • Apart from cringe and repeating dialogs the game was kinda meh.
      negative · Mar 31, 2023 · review 135829803
  • lore

    8 positive · 0 negative · 1 mixed · 0 neutral

    • As a harry potter fan i like the mentions to the film series and the connections some characters have to to the story.
      positive · Feb 28, 2023 · review 133822803
    • Rewarding if you care about the lore.
      positive · Feb 28, 2023 · review 133824176
    • I'm also surprised with how many references to the original early 2000s Harry Potter games there were, made me feel surprisingly nostalgic.
      positive · Feb 28, 2023 · review 133825871
  • replayability

    7 positive · 1 negative · 1 mixed · 0 neutral

    • Whilst on the topic of achievements, although I have no qualms with replaying the early levels, I really wish I didn't have to live through all of the Merlin Trials.
      positive · Feb 28, 2023 · review 133820696
    • oh yeah this game is amazing 10/10 i would diff play it again and i was really fun
      positive · Feb 28, 2023 · review 133820997
    • Not to mention that there are countless storylines that will make you want to go back and play under each Hogwarts House.
      positive · Feb 28, 2023 · review 133829708
  • addictiveness

    8 positive · 0 negative · 0 mixed · 0 neutral

    • The game is a Masterpiece that you can become addicted to playing through from start to finish as a completionist or even just to enjoy the msq.
      positive · Feb 28, 2023 · review 133822620
    • It has had me engaged and hooked from the first day I started playing it.
      positive · Feb 28, 2023 · review 133827207
    • I'm addicted to it and it has truly brought me joy and all the nostalgia has come back to me full force reminding me of how much the series gave me life and made me the nerd that I have become today!
      positive · Feb 28, 2023 · review 133830432
  • balance

    0 positive · 8 negative · 0 mixed · 0 neutral

    • The last boss, not the (SPOILERS) dragon, it lasted 20 seconds at best, what a let down.
      negative · Feb 28, 2023 · review 133820756
    • - Awful game balancing. Decent build & Spell rotation with Potions make the game too easy
      negative · Feb 28, 2023 · review 133827165
    • I also found that the economical system was a bit useless.
      negative · Feb 28, 2023 · review 133829951
  • controls

    2 positive · 5 negative · 1 mixed · 0 neutral

    • The only downside I have experienced is less than stellar control when flying. I had to map the altitude control to my mouse to get around that flaw.
      negative · Feb 28, 2023 · review 133830735
    • Broom controls on PC are abysmal, the worst. Completely ruined the game for me.
      negative · Feb 28, 2023 · review 133830974
    • Great graphics for meme control scheme
      negative · Jun 30, 2023 · review 141009749
  • pacing

    0 positive · 7 negative · 1 mixed · 0 neutral

    • - Gets very repetitive and boring very soon
      negative · Feb 28, 2023 · review 133827165
    • - a lot of repeating in the end. Mainly the merlin trials, it probably wouldn't be as bad if there wasn't the same cutscene over and over.
      negative · Feb 28, 2023 · review 133828125
    • Were I to offer some critique, it would be the repetitive nature of the mini-games.
      negative · Mar 31, 2023 · review 135828655
  • updates

    1 positive · 7 negative · 0 mixed · 0 neutral

    • I'm giving this a thumbs down because there was some update that happened somewhere between February 16-18, I took a break for a few days to play some other games during that time.
      negative · Feb 28, 2023 · review 133823105
    • The game worked amazing until the update 14 days ago. Today they tried to fix it and it still doesn't work.
      negative · Feb 28, 2023 · review 133825940
    • I love the game but whatever update they made earlier this month has made it almost unplayable now.
      negative · Mar 31, 2023 · review 135830416
  • dlc

    5 positive · 1 negative · 1 mixed · 0 neutral

    • World is huge, beautiful and full of Harry Potter charm, hope for some good DLC/Expacs in the future
      positive · Feb 28, 2023 · review 133825018
    • It really draws you into the Hogwarts experience I am really hoping for content dlc in the future
      positive · Feb 28, 2023 · review 133826111
    • There is also a few bugs here and there, but there is so much potential with this game and hopefully future expansion will bring that out.
      positive · Feb 28, 2023 · review 133830513
  • music

    7 positive · 0 negative · 0 mixed · 0 neutral

    • Now onto one of the best aspects of this game, and no I am not referring to Professor Garlick, but of course the music beautifully composed by Chuck E. Myers, Peter Murray and J Scott Rakozy.
      positive · Feb 28, 2023 · review 133820696
    • And yet it still pulls off the feel of a magical mysterious world with the music and the art style, and the wonders that you can find.
      positive · Feb 28, 2023 · review 133823296
    • The soundtrack is amazing, the map is perfect - not so big, not so small, went for 100% - all achievements, all collectibles everything.
      positive · Feb 28, 2023 · review 133828065
  • art style

    6 positive · 0 negative · 0 mixed · 0 neutral

    • And yet it still pulls off the feel of a magical mysterious world with the music and the art style, and the wonders that you can find.
      positive · Feb 28, 2023 · review 133823296
    • Design is top tier.
      positive · Feb 28, 2023 · review 133826449
    • There’s an almost painterly look and the gloomy weather really enhances the elaborate architecture and detailed models.
      positive · Feb 28, 2023 · review 133828743
  • voice acting

    3 positive · 3 negative · 0 mixed · 0 neutral

    • -the Character seems to have just 4 to 5 Voicelines and repeating them every encounter
      negative · Feb 28, 2023 · review 133823490
    • CONS: Very slow and tedious menu, dead looking cross-eyed NPC's, bollocks voice acting at times, and no Quidditch
      negative · Mar 31, 2023 · review 135829494
    • I played with the male main character and the lackluster voice acting doesn't do much to elevate an already unnatural style of conversational writing.
      negative · Mar 31, 2026 · review 222211642
  • animation

    1 positive · 3 negative · 1 mixed · 0 neutral

    • The facial expressions are simply wrong most of the time - the world is in great danger, your life is threatend and your avatar is basicly smiling and grining all the time.
      negative · Feb 28, 2023 · review 133825643
    • Prof. Fig still has no animations and is ultra low poly.
      negative · Feb 28, 2023 · review 133825940
    • NPC emotion animation value is almost non existent.
      negative · Jun 30, 2024 · review 168648532
  • multiplayer

    0 positive · 5 negative · 0 mixed · 0 neutral

    • Great game, You truly feel like a student at hogwarts, Only loss is no multiplayer
      negative · Feb 28, 2023 · review 133821806
    • The game has some parts in which can be better - I hope that they will took inspiration and add multiplayer mode into the second episode.
      negative · Feb 28, 2023 · review 133828065
    • - there is so much multi-player potential (broom races, duelling, or even just stats). But none of it is used
      negative · Feb 28, 2023 · review 133828125
  • platform access

    4 positive · 1 negative · 0 mixed · 0 neutral

    • The version without denuvo works flawlessly...
      positive · Feb 28, 2023 · review 133825940
    • steam deck verified.
      positive · Dec 31, 2023 · review 154931593
    • Also good on handheld units
      positive · Dec 31, 2024 · review 184377626
  • sound design

    4 positive · 1 negative · 0 mixed · 0 neutral

    • The game looks great , sounds great.
      positive · Feb 28, 2023 · review 133820756
    • I love the world, the look, the sound, and most of the game play.
      positive · Mar 31, 2023 · review 135828655
    • + Amazing sound effects and quality, both in game and voice-overs.
      positive · Aug 31, 2023 · review 145410133

Emergent themes unvalidated

topics reviewers bring up that are not on the validated list; raw counts only, no error bars

  • grind 5

Review timeline

monthly peak 119,035 reviews · all languages

review volume 50,000 100,000 0 positive review share 100% 50% 0% 2024 2025 2026 Feb 2023 · 119,035 reviews (110,771 up · 8,264 down) · 93% positive Mar 2023 · 20,835 reviews (18,614 up · 2,221 down) · 89% positive Apr 2023 · 5,945 reviews (5,048 up · 897 down) · 85% positive May 2023 · 3,810 reviews (3,226 up · 584 down) · 85% positive Jun 2023 · 2,770 reviews (2,402 up · 368 down) · 87% positive Jul 2023 · 3,733 reviews (3,229 up · 504 down) · 86% positive Aug 2023 · 2,372 reviews (2,008 up · 364 down) · 85% positive Sep 2023 · 3,047 reviews (2,635 up · 412 down) · 86% positive Oct 2023 · 2,374 reviews (2,045 up · 329 down) · 86% positive Nov 2023 · 12,641 reviews (12,093 up · 548 down) · 96% positive Dec 2023 · 4,499 reviews (3,918 up · 581 down) · 87% positive Jan 2024 · 4,680 reviews (4,179 up · 501 down) · 89% positive Feb 2024 · 2,838 reviews (2,467 up · 371 down) · 87% positive Mar 2024 · 2,675 reviews (2,290 up · 385 down) · 86% positive Apr 2024 · 2,321 reviews (1,979 up · 342 down) · 85% positive May 2024 · 1,613 reviews (1,389 up · 224 down) · 86% positive Jun 2024 · 3,771 reviews (2,554 up · 1,217 down) · 68% positive Jul 2024 · 4,355 reviews (3,132 up · 1,223 down) · 72% positive Aug 2024 · 2,002 reviews (1,696 up · 306 down) · 85% positive Sep 2024 · 4,741 reviews (4,117 up · 624 down) · 87% positive Oct 2024 · 2,829 reviews (2,456 up · 373 down) · 87% positive Nov 2024 · 4,176 reviews (3,699 up · 477 down) · 89% positive Dec 2024 · 5,687 reviews (4,984 up · 703 down) · 88% positive Jan 2025 · 4,794 reviews (4,173 up · 621 down) · 87% positive Feb 2025 · 3,943 reviews (3,135 up · 808 down) · 80% positive Mar 2025 · 3,877 reviews (3,337 up · 540 down) · 86% positive Apr 2025 · 2,803 reviews (2,365 up · 438 down) · 84% positive May 2025 · 2,316 reviews (1,968 up · 348 down) · 85% positive Jun 2025 · 2,138 reviews (1,807 up · 331 down) · 85% positive Jul 2025 · 3,032 reviews (2,608 up · 424 down) · 86% positive Aug 2025 · 2,442 reviews (2,087 up · 355 down) · 85% positive Sep 2025 · 2,991 reviews (2,565 up · 426 down) · 86% positive Oct 2025 · 5,686 reviews (4,940 up · 746 down) · 87% positive Nov 2025 · 6,062 reviews (5,533 up · 529 down) · 91% positive Dec 2025 · 6,393 reviews (5,471 up · 922 down) · 86% positive Jan 2026 · 3,886 reviews (3,357 up · 529 down) · 86% positive Feb 2026 · 2,343 reviews (2,039 up · 304 down) · 87% positive Mar 2026 · 2,365 reviews (2,027 up · 338 down) · 86% positive Apr 2026 · 1,741 reviews (1,460 up · 281 down) · 84% positive May 2026 · 1,396 reviews (1,178 up · 218 down) · 84% positive Jun 2026 · 1,859 reviews (1,591 up · 268 down) · 86% positive Jul 2026 · 1,675 reviews (1,445 up · 230 down) · 86% positive Aug 2026 · 1,515 reviews (1,246 up · 269 down) · 82% positive Sep 2026 · 1,992 reviews (1,659 up · 333 down) · 83% positive

monthly share rated positive · 50% reference · months with <5 reviews faded

the timeline as a table
Reviews per month, all languages; months with no reviews are left out.
month reviews up down positive note
Feb 2023 119,035 110,771 8,264 93%
Mar 2023 20,835 18,614 2,221 89%
Apr 2023 5,945 5,048 897 85%
May 2023 3,810 3,226 584 85%
Jun 2023 2,770 2,402 368 87%
Jul 2023 3,733 3,229 504 86%
Aug 2023 2,372 2,008 364 85%
Sep 2023 3,047 2,635 412 86%
Oct 2023 2,374 2,045 329 86%
Nov 2023 12,641 12,093 548 96%
Dec 2023 4,499 3,918 581 87%
Jan 2024 4,680 4,179 501 89%
Feb 2024 2,838 2,467 371 87%
Mar 2024 2,675 2,290 385 86%
Apr 2024 2,321 1,979 342 85%
May 2024 1,613 1,389 224 86%
Jun 2024 3,771 2,554 1,217 68%
Jul 2024 4,355 3,132 1,223 72%
Aug 2024 2,002 1,696 306 85%
Sep 2024 4,741 4,117 624 87%
Oct 2024 2,829 2,456 373 87%
Nov 2024 4,176 3,699 477 89%
Dec 2024 5,687 4,984 703 88%
Jan 2025 4,794 4,173 621 87%
Feb 2025 3,943 3,135 808 80%
Mar 2025 3,877 3,337 540 86%
Apr 2025 2,803 2,365 438 84%
May 2025 2,316 1,968 348 85%
Jun 2025 2,138 1,807 331 85%
Jul 2025 3,032 2,608 424 86%
Aug 2025 2,442 2,087 355 85%
Sep 2025 2,991 2,565 426 86%
Oct 2025 5,686 4,940 746 87%
Nov 2025 6,062 5,533 529 91%
Dec 2025 6,393 5,471 922 86%
Jan 2026 3,886 3,357 529 86%
Feb 2026 2,343 2,039 304 87%
Mar 2026 2,365 2,027 338 86%
Apr 2026 1,741 1,460 281 84%
May 2026 1,396 1,178 218 84%
Jun 2026 1,859 1,591 268 86%
Jul 2026 1,675 1,445 230 86%
Aug 2026 1,515 1,246 269 82%
Sep 2026 1,992 1,659 333 83%

How this report was made

Population
all Steam reviews of the game (every language, purchase type, and verdict), walked newest-first per window; only English-language reviews are analyzed
Sample
515 English reviews, time-proportional draw over 44 windows (newest-first within each), taken from an all-language walk and kept English-only — where English is a minority the sample runs smaller than the draw, and every margin of error is computed at 515
Aspect yield
277 of 515 analyzed reviews carry at least one aspect (53.8%); every share on this page divides by all 515
Interval regime
calm: standard margins of error for a share of a sample (Wilson interval), no widening needed
Fetch paths
44 time windows fetched directly (windowed)
Language mix
1,000 fetched: english 518 · brazilian 86 · german 70 · 21 more
Steam-marked windows
none flagged by Steam (Valve's off-topic flagging began March 2019)
Marked share
0.0% of sample inside marked windows, under the 2% floor
Narrative
passed the grounding gate first try
Evidence floor
aspects and emergent themes appear only with 5+ supporting reviews; smaller counts sit at the classifier's false-positive floor
Instrument readings
measured once on the study corpus for this model and prompt: frozen calibration, not properties of this run
· aspect tagging vs. human labels
0.801 [0.752–0.844] (F1 against a human-labeled test set; 1.0 is best)
· quotes filed under the wrong aspect
11.6% [6.6–19.6] of quotes, measured by hand on a sample; lower is better — measured on the prior model (2026-08-05); re-measurement pending
· independent model vs. production labels
0.791 [0.772–0.810] (F1 of the production labeler against an independent judge model) — measured on the prior model (2026-07-25); re-measurement pending
Versions
deepseek-flash · prompt classify-v1 · ontology v2
Run
serve-20260927T094341Z-2544b07a · code 798e06c

full methodology in the milestone write-ups