Lies of P

analyzed 2026-10-04 · sample of 484 English reviews across the whole review history

Across 484 sampled reviews, combat is the most-mentioned aspect, at 24.8%, and it leans positive: 83 of those 120 reviews are favorable, with players calling the guarding mechanism "fun" and crediting new mechanics. Story follows at 19.8%, where 85 of 96 mentions are positive, and gameplay at 11.6% draws 51 positive mentions against 3 negative. Graphics, music, art style, atmosphere, lore, and voice acting are each overwhelmingly positive in the sampled reviews. Opinion splits more sharply elsewhere. Level design, at 11.0%, draws 23 positive and 19 negative mentions, with players describing it as linear but dense. Balance is the clearest sore point: of 38 mentions, 28 are negative, citing stunlocks and fights that feel unfair. Controls draw 11 negative mentions against 4 positive, and bugs, stability, and pacing also skew negative. Camera comes up as a recurring theme. Difficulty, at 13.0%, is mixed, with some calling it "fairly difficult" and others finding it easier since a patch. Players also raise the DLC, build variety, replayability, and quest design, generally favorably.

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 30% · ± is the sampling uncertainty around each share

  • positive
  • mixed / neutral
  • negative
  • combat

    83 positive · 22 negative · 15 mixed · 0 neutral

    • The iterations of perfect guard/weapon breaking, and weapon reassembling, add some incredibly satisfying new game play mechanics to the genre.
      positive · Sep 30, 2023 · review 147375767
    • Good game, the perfect guarding mechanism is fun, so fun that I gave up all my dodge upgrades and went straight into guarding game play.
      positive · Sep 30, 2023 · review 147376174
    • The flow of combat is nice, learning the parries is rewarding, and the visual designs are usually amazing.
      positive · Sep 30, 2023 · review 147378344
  • story

    85 positive · 8 negative · 2 mixed · 1 neutral

    • ☑ Lovely
      positive · Sep 30, 2023 · review 147375607
    • Good story too, the Antonia story hits too hard.
      positive · Sep 30, 2023 · review 147376174
    • This souls-like has mechanics just as strong as any souls game with a better (or at least better told) story.
      positive · Sep 30, 2023 · review 147377367
  • difficulty

    39 positive · 10 negative · 5 mixed · 9 neutral

    • The combat and bosses are fairly difficult but once you get used to the mechanics it's not too bad, very well made soulslike.
      positive · Sep 30, 2023 · review 147380942
    • I've seen different kind of mobs from my current state of the game and found it pretty easy since the patch dropped compared to what I've seen from some other players before it.
      positive · Sep 30, 2023 · review 147382346
    • tough but fair.
      positive · Sep 30, 2023 · review 147388167
  • gameplay

    51 positive · 3 negative · 1 mixed · 1 neutral

    • ☑ Very good
      positive · Sep 30, 2023 · review 147375607
    • This souls-like has mechanics just as strong as any souls game with a better (or at least better told) story.
      positive · Sep 30, 2023 · review 147377367
    • the gameplay is great, weapons feel good, graphics look incredible, the story and characters are really interesting and just a great spin on "Pinocchio" fairy tail as a dark gothic fantasy story.
      positive · Sep 30, 2023 · review 147388749
  • level design

    23 positive · 19 negative · 10 mixed · 1 neutral

    • truly loved the fighting gameplay and the lay out of the map.
      positive · Sep 30, 2023 · review 147379696
    • The game is certainly more linear than not, but that can be a good thing for some people that just wanna focus on combat and action, with just a little short sidepaths, sidequests, and such if you please.
      positive · Sep 30, 2023 · review 147380942
    • The level design although linear is dense.
      positive · Sep 30, 2023 · review 147387342
  • balance

    9 positive · 28 negative · 0 mixed · 1 neutral

    • First it was just an enemy that can stunlock you unless you have a specific upgrade.
      negative · Sep 30, 2023 · review 147378344
    • 5% LUCK, 80% GITGUD 10% BS MECHANIC'S 5% SKILL
      negative · Sep 30, 2023 · review 147382990
    • It doesn't feel good or fair. It just feels like you got cheated out of your progression in the fight and development.
      negative · Sep 30, 2023 · review 147393192
  • graphics

    35 positive · 1 negative · 0 mixed · 1 neutral

    • ☑ Beautiful
      positive · Sep 30, 2023 · review 147375607
    • The only thing I can say for this game is that the visuals are good.
      positive · Sep 30, 2023 · review 147376117
    • Music, graphics, charm, combat, interesting weapon assembly mechanic, surprisingly well themed and lots of references to the original Pinocchio story, almost everything about this game was well thought out and carefully crafted.
      positive · Sep 30, 2023 · review 147380942
  • music

    33 positive · 1 negative · 2 mixed · 0 neutral

    • Music, graphics, charm, combat, interesting weapon assembly mechanic, surprisingly well themed and lots of references to the original Pinocchio story, almost everything about this game was well thought out and carefully crafted.
      positive · Sep 30, 2023 · review 147380942
    • The soundtrack is great and plays a role in the story.
      positive · Sep 30, 2023 · review 147387342
    • - music and artstyle are incredible
      positive · Sep 30, 2023 · review 147394020
  • dlc

    32 positive · 1 negative · 0 mixed · 2 neutral

    • Maybe some dlc to add more hidden paths/areas to make the game feel less linear.
      positive · Sep 30, 2023 · review 147387342
    • Hoping for some DLC in the not too distant future! Game ends on a real cliffhanger so I'm very excited for what's next.
      positive · Sep 30, 2023 · review 147394020
    • Edit: The DLC is an amazing add on. Made me play the whole game through again twice.
      positive · Nov 30, 2023 · review 152574223
  • world

    28 positive · 3 negative · 0 mixed · 0 neutral

    • Love the setting and can't wait to play this game to death as well.
      positive · Sep 30, 2023 · review 147380574
    • Then they replaced blackjack and hookers with very good functioning game mechanics and a intriguing world that has some kind of steampunk / automata theme going on.
      positive · Sep 30, 2023 · review 147394466
    • Great atmosphere, engaging story, characters and overall world building.
      positive · Oct 31, 2023 · review 149231997
see more
  • build variety

    24 positive · 1 negative · 2 mixed · 0 neutral

    • The weapon system is good fun and led to some funny setups.
      positive · Sep 30, 2023 · review 147376170
    • I think it is a fantastic game with a rich story and many possible builds.
      positive · Sep 30, 2023 · review 147382346
    • - Unique weapons and fighting styles/combinations
      positive · Oct 31, 2023 · review 149228036
  • art style

    23 positive · 1 negative · 0 mixed · 0 neutral

    • The flow of combat is nice, learning the parries is rewarding, and the visual designs are usually amazing.
      positive · Sep 30, 2023 · review 147378344
    • So, putting combat aside, I LOVED the characters, the aesthetic of the game, going around uncovering the lore.
      positive · Sep 30, 2023 · review 147380964
    • I love the steampunk aesthetic in this game.
      positive · Sep 30, 2023 · review 147387342
  • replayability

    20 positive · 2 negative · 0 mixed · 0 neutral

    • I wish there was because I want to continue playing!)
      positive · Sep 30, 2023 · review 147380964
    • I'm definitely going to 100% this!
      positive · Sep 30, 2023 · review 147387342
    • - lots of achievements, some requiring multiple playthroughs allowing some replayability
      positive · Sep 30, 2023 · review 147394020
  • performance

    17 positive · 4 negative · 0 mixed · 0 neutral

    • - Runs SO smooth, almost NEVER had problems with lag or stuttering
      positive · Oct 31, 2023 · review 149228036
    • I played this game at 1080p on a GeForce GTX 1060 and had zero performance issues.
      positive · Oct 31, 2023 · review 149281621
    • this game showed me denuvo does not impact performance lol
      positive · Nov 30, 2023 · review 152595022
  • atmosphere

    20 positive · 0 negative · 0 mixed · 0 neutral

    • The atmosphere is incredible, and the mechanical enemies allow for some more difficult to read robotic movements, which heightens the need for close attention to enemy combos.
      positive · Sep 30, 2023 · review 147375767
    • Loving this game so far, gives me bloodborne vibes
      positive · Sep 30, 2023 · review 147383122
    • Great atmosphere, engaging story, characters and overall world building.
      positive · Oct 31, 2023 · review 149231997
  • characters

    19 positive · 1 negative · 0 mixed · 0 neutral

    • So, putting combat aside, I LOVED the characters, the aesthetic of the game, going around uncovering the lore.
      positive · Sep 30, 2023 · review 147380964
    • the gameplay is great, weapons feel good, graphics look incredible, the story and characters are really interesting and just a great spin on "Pinocchio" fairy tail as a dark gothic fantasy story.
      positive · Sep 30, 2023 · review 147388749
    • Great atmosphere, engaging story, characters and overall world building.
      positive · Oct 31, 2023 · review 149231997
  • lore

    20 positive · 0 negative · 0 mixed · 0 neutral

    • Music, graphics, charm, combat, interesting weapon assembly mechanic, surprisingly well themed and lots of references to the original Pinocchio story, almost everything about this game was well thought out and carefully crafted.
      positive · Sep 30, 2023 · review 147380942
    • So, putting combat aside, I LOVED the characters, the aesthetic of the game, going around uncovering the lore.
      positive · Sep 30, 2023 · review 147380964
    • The world building, references and history of stuff'n'thangs found in item descriptions and collectables really ads to it like a FromSoftware game proper does.
      positive · Sep 30, 2023 · review 147393192
  • progression

    13 positive · 5 negative · 1 mixed · 0 neutral

    • Once you get a bunch of upgrades, you can kill the bosses with a couple tries.
      positive · Sep 30, 2023 · review 147376174
    • I found the game more enjoyable during the 2nd playthrough since by that point you'd have proper gear, stats, and other bonuses that make the combat flow better (such as dodging upgrades)
      positive · Sep 30, 2023 · review 147380964
    • It maintains the core of souls-games with difficult enemies, similar levelling, status effects etc.
      positive · Oct 31, 2023 · review 149228036
  • controls

    4 positive · 11 negative · 0 mixed · 0 neutral

    • Stiff character controller.
      negative · Sep 30, 2023 · review 147376117
    • At the start of the game the controls do feel choppy, the combat can seem annoying since you get laid flat on your ass whenever something remotely strong hits you, some animations are too …
      negative · Sep 30, 2023 · review 147380574
    • Horrible controls, the character too often does anything but what you are telling it to do, paired with difficult enemies that you can't beat without being able to properly control the puppet.
      negative · Nov 30, 2023 · review 152578713
  • learning curve

    4 positive · 4 negative · 2 mixed · 5 neutral

    • The beginning is definitely harder if you don't know what you are doing, ie.
      neutral · Sep 30, 2023 · review 147376174
    • It might get some time getting used to the parry timings if you are used to FromSoftware games but once you get down the timing fights feel very rewarding.
      neutral · Nov 30, 2024 · review 181186845
    • Played for a couple hours on Gamepass initially and didn't click with it. After 7 hours of playing with a different outlook on it, It's great and fun!
      neutral · Aug 31, 2025 · review 203284106
  • price value

    11 positive · 1 negative · 3 mixed · 0 neutral

    • ☑ Worth the price
      positive · Sep 30, 2023 · review 147375607
    • Totally worth to play and can really scratch your Sekiro itch if you are a huge fan of Sekiro like me.
      positive · Nov 30, 2023 · review 152570827
    • It's worth the price.
      positive · Nov 30, 2023 · review 152591064
  • bugs

    2 positive · 7 negative · 0 mixed · 1 neutral

    • The model of my weapon regularly disappeared in the model of the enemy though did no damage. It is hilarious when you stand directly next to a boss and your stab connects, but your slash is too short.
      negative · Dec 31, 2023 · review 154921773
    • a little bit of jank here and there.
      negative · Dec 31, 2023 · review 154928703
    • Also, game eats dodges after you get hit so you get hit multiple times for no reason.
      negative · Aug 31, 2024 · review 173928980
  • exploration

    6 positive · 4 negative · 0 mixed · 0 neutral

    • If they had a "story-mode" option where I could have one shot every mob and just focused on exploration, collectibles, and lore I would have given this game a perfect score of 100% 10/10.
      positive · Sep 30, 2023 · review 147380964
    • and still be rewarded for seeking out the finer details of the environment
      positive · Oct 31, 2023 · review 149231760
    • SOUNDTRACK, GAMEPLAY, EXPLORATION, STORY, LYING, LEVEL DESIGN (most times), BOSSES, VISUAL GRAPHICS, VISUAL FIDELITY, SIDEQUEST, EMOTIONAL MOMENTS ARE GREAT.
      positive · Oct 31, 2023 · review 149236022
  • player choice

    7 positive · 3 negative · 0 mixed · 0 neutral

    • I believe it has different endings based on some of your choices as well.
      positive · Nov 30, 2023 · review 152588481
    • From boss design to weapon and enemy variety and even the story and how it shifts with your play style and the decisions you make was great this is a gem of souls like game!
      positive · Feb 29, 2024 · review 159568935
    • … fairy tale of Pinocchio), with interesting characters, various types of enemies, enjoying and fluent battle system and weapon arts, a lie system that adds to the plot, exceptional level and boss designs, great challenge and tasteful and fitting music.
      positive · Feb 29, 2024 · review 159569005
  • quest design

    6 positive · 3 negative · 0 mixed · 1 neutral

    • There are also some fantastic quality of life improvements when it comes to quest design.
      positive · Sep 30, 2023 · review 147375767
    • a way to track quests that doesnt take away from that sense of discovery
      positive · Oct 31, 2023 · review 149231760
    • SOUNDTRACK, GAMEPLAY, EXPLORATION, STORY, LYING, LEVEL DESIGN (most times), BOSSES, VISUAL GRAPHICS, VISUAL FIDELITY, SIDEQUEST, EMOTIONAL MOMENTS ARE GREAT.
      positive · Oct 31, 2023 · review 149236022
  • animation

    7 positive · 2 negative · 0 mixed · 0 neutral

    • The animations and soundtrack are also very good.
      positive · Oct 31, 2023 · review 149244707
    • Some people won't like it, and that's fine, but some of the hate this game received is unjustified, especially in regards to animations (especially when it comes to parrying, as players tap the guard button instead of holding it for half a …
      positive · Nov 30, 2023 · review 152583328
    • The mechanics, animations, graphics, performance, world building and boss fights all hit perfectly for me. Not to mention the NG+ incentive of deciphered boss dialogue which was something unique I had never seen before.
      positive · Dec 31, 2023 · review 154908687
  • sound design

    8 positive · 1 negative · 0 mixed · 0 neutral

    • ☑ Very good
      positive · Sep 30, 2023 · review 147375607
    • The art, sound design, graphics, and absolute polish of this game, let alone a story that could rival Dark souls itself, given a couple of great sequels.
      positive · Oct 31, 2023 · review 149238179
    • What makes this higher is the records you find in game, and the sounds of the world. These two together really immerse you in the game, make hits matter, and build upon your emotions.
      positive · Nov 30, 2023 · review 152612205
  • pacing

    3 positive · 4 negative · 0 mixed · 0 neutral

    • The first have of this game is incredible, easily rivals fromsoft titles during the first 12 or so hours. The problem is it becomes a real grind after the rabbit brotherhood boss fight. I think the real issue here is that they pile on too many mini bosses with lengthy run backs.
      negative · Sep 30, 2023 · review 147384830
    • You're gonna love this game, it's gonna rope you in with actually good boss fights and amazing visuals, AND THEN, its gonna ♥♥♥♥ all over that with possibly the worst second half of any game I've ever tortured myself through.
      negative · Aug 31, 2024 · review 173921311
    • also final chapter was a bit too long/tedious for my liking
      negative · Sep 30, 2024 · review 176115624
  • content amount

    2 positive · 4 negative · 0 mixed · 0 neutral

    • WAAAAAAAAAAAAAAAAAAAY too many minibosses AND way too many minibosses that dont GIVE LOOT, SOULS, or UPGRADES! A miniboss will take an average player 2-5m to beat (Granted they dont die).
      negative · Oct 31, 2023 · review 149236022
    • Fantastic souls-like, enemy variety can use some work, but bosses, combat, lore are all very decent.
      negative · Jan 31, 2024 · review 157273146
    • However I do have a few gripes with the game: namely the lack of enemy variety, linear level and world design and some of the weapons are redundant.
      negative · May 31, 2024 · review 166424033
  • developer conduct

    4 positive · 2 negative · 0 mixed · 0 neutral

    • The game is at worst mediocre but at its best, really is a fantastic polished game that you can just tell got a lot of love from its developer.
      positive · Nov 30, 2023 · review 152570827
    • Kudos to the developers for such an incredible job!
      positive · Jun 30, 2025 · review 198559726
    • You can see the dev have put a lot of love into the game even after so long after the game release.
      positive · Jan 31, 2026 · review 217296510
  • game length

    3 positive · 1 negative · 0 mixed · 2 neutral

    • Amazing game, managed to beat it within 27hrs pretty good souls like, engaging gameplay, really recommended
      positive · Nov 30, 2023 · review 152605913
    • Less trouble than it'd be in DS1-3 or Elden Ring, since the game's not that long, but still something to consider before you buy it.
      positive · Feb 29, 2024 · review 159567770
    • Furthermore, I think this game has a good length. It does not overstay its welcome at all, and in general feels quite tightly edited.
      positive · Feb 28, 2025 · review 189003516
  • stability

    1 positive · 5 negative · 0 mixed · 0 neutral

    • Initially, my experience was ruined when I lost my saved progress, which was really upsetting because I had to start over.
      negative · Oct 31, 2023 · review 149264709
    • this game is amazing so far, but make sure you always close the game properly (not alt-f4) and back up your saves, a lot of people including me have gotten corrupted saves and had to restart
      negative · Nov 30, 2023 · review 152570273
    • Could never get the game to run more than 10 min without crashing.
      negative · Aug 31, 2025 · review 203272936
  • customization

    3 positive · 1 negative · 1 mixed · 0 neutral

    • So much to customizations for your character and enhancements.
      positive · Oct 31, 2023 · review 149234569
    • This often results in very wacky looking swords and spears, but it is incredible with the level of customization you can do.
      positive · Dec 31, 2023 · review 154928623
    • The weapon customization system is interesting, though I didn't find myself experimenting with it too much on my first playthrough.
      positive · Jan 31, 2024 · review 157283239
  • emotional impact

    4 positive · 0 negative · 1 mixed · 0 neutral

    • SOUNDTRACK, GAMEPLAY, EXPLORATION, STORY, LYING, LEVEL DESIGN (most times), BOSSES, VISUAL GRAPHICS, VISUAL FIDELITY, SIDEQUEST, EMOTIONAL MOMENTS ARE GREAT.
      positive · Oct 31, 2023 · review 149236022
    • This game is a true masterpiece, filled with deep emotion.
      positive · Jun 30, 2025 · review 198559726
    • 10/10 - unforgettable from start to finish.
      positive · Jun 30, 2025 · review 198585568
  • updates

    3 positive · 2 negative · 0 mixed · 0 neutral

    • They updated the game with a difficulty slider. I'm actually playing this game again.
      positive · May 31, 2024 · review 166424894
    • Overture patch has added many great QoL features!
      positive · Apr 30, 2025 · review 193924546
    • Good quality of life updates for the souls-like genre.
      positive · Jun 30, 2025 · review 198598303
  • voice acting

    5 positive · 0 negative · 0 mixed · 0 neutral

    • item descriptions and somewhat vagueness of well voice acted characters
      positive · Oct 31, 2023 · review 149231760
    • Great characters and voices, lovely music, and really fun gameplay.
      positive · Feb 29, 2024 · review 159564809
    • One of my biggest gripes with the souls-borne games is the lack of a coherent story, in Lies of P you always know why and because of whom you are doing any given thing, with beautiful rendered cutscenes and good voice acting.
      positive · Mar 31, 2025 · review 191666811

Emergent themes unvalidated

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

  • camera 6

Review timeline

monthly peak 6,467 reviews · all languages

review volume 2,000 4,000 6,000 0 positive review share 100% 50% 0% 2024 2025 2026 Sep 2023 · 6,467 reviews (5,578 up · 889 down) · 86% positive Oct 2023 · 5,363 reviews (4,887 up · 476 down) · 91% positive Nov 2023 · 5,815 reviews (5,531 up · 284 down) · 95% positive Dec 2023 · 2,558 reviews (2,350 up · 208 down) · 92% positive Jan 2024 · 2,160 reviews (1,987 up · 173 down) · 92% positive Feb 2024 · 1,355 reviews (1,220 up · 135 down) · 90% positive Mar 2024 · 1,387 reviews (1,238 up · 149 down) · 89% positive Apr 2024 · 1,325 reviews (1,187 up · 138 down) · 90% positive May 2024 · 923 reviews (833 up · 90 down) · 90% positive Jun 2024 · 753 reviews (694 up · 59 down) · 92% positive Jul 2024 · 1,830 reviews (1,601 up · 229 down) · 87% positive Aug 2024 · 962 reviews (859 up · 103 down) · 89% positive Sep 2024 · 952 reviews (838 up · 114 down) · 88% positive Oct 2024 · 771 reviews (699 up · 72 down) · 91% positive Nov 2024 · 920 reviews (823 up · 97 down) · 89% positive Dec 2024 · 1,078 reviews (948 up · 130 down) · 88% positive Jan 2025 · 998 reviews (889 up · 109 down) · 89% positive Feb 2025 · 790 reviews (737 up · 53 down) · 93% positive Mar 2025 · 1,656 reviews (1,497 up · 159 down) · 90% positive Apr 2025 · 855 reviews (753 up · 102 down) · 88% positive May 2025 · 887 reviews (767 up · 120 down) · 86% positive Jun 2025 · 4,520 reviews (4,030 up · 490 down) · 89% positive Jul 2025 · 2,954 reviews (2,652 up · 302 down) · 90% positive Aug 2025 · 1,583 reviews (1,408 up · 175 down) · 89% positive Sep 2025 · 1,040 reviews (952 up · 88 down) · 92% positive Oct 2025 · 858 reviews (755 up · 103 down) · 88% positive Nov 2025 · 1,577 reviews (1,480 up · 97 down) · 94% positive Dec 2025 · 1,073 reviews (960 up · 113 down) · 89% positive Jan 2026 · 1,379 reviews (1,200 up · 179 down) · 87% positive Feb 2026 · 705 reviews (635 up · 70 down) · 90% positive Mar 2026 · 940 reviews (833 up · 107 down) · 89% positive Apr 2026 · 755 reviews (676 up · 79 down) · 90% positive May 2026 · 835 reviews (696 up · 139 down) · 83% positive Jun 2026 · 868 reviews (758 up · 110 down) · 87% positive Jul 2026 · 889 reviews (778 up · 111 down) · 88% positive Aug 2026 · 867 reviews (769 up · 98 down) · 89% positive Sep 2026 · 851 reviews (708 up · 143 down) · 83% positive Oct 2026 · 140 reviews (126 up · 14 down) · 90% 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
Sep 2023 6,467 5,578 889 86%
Oct 2023 5,363 4,887 476 91%
Nov 2023 5,815 5,531 284 95%
Dec 2023 2,558 2,350 208 92%
Jan 2024 2,160 1,987 173 92%
Feb 2024 1,355 1,220 135 90%
Mar 2024 1,387 1,238 149 89%
Apr 2024 1,325 1,187 138 90%
May 2024 923 833 90 90%
Jun 2024 753 694 59 92%
Jul 2024 1,830 1,601 229 87%
Aug 2024 962 859 103 89%
Sep 2024 952 838 114 88%
Oct 2024 771 699 72 91%
Nov 2024 920 823 97 89%
Dec 2024 1,078 948 130 88%
Jan 2025 998 889 109 89%
Feb 2025 790 737 53 93%
Mar 2025 1,656 1,497 159 90%
Apr 2025 855 753 102 88%
May 2025 887 767 120 86%
Jun 2025 4,520 4,030 490 89%
Jul 2025 2,954 2,652 302 90%
Aug 2025 1,583 1,408 175 89%
Sep 2025 1,040 952 88 92%
Oct 2025 858 755 103 88%
Nov 2025 1,577 1,480 97 94%
Dec 2025 1,073 960 113 89%
Jan 2026 1,379 1,200 179 87%
Feb 2026 705 635 70 90%
Mar 2026 940 833 107 89%
Apr 2026 755 676 79 90%
May 2026 835 696 139 83%
Jun 2026 868 758 110 87%
Jul 2026 889 778 111 88%
Aug 2026 867 769 98 89%
Sep 2026 851 708 143 83%
Oct 2026 140 126 14 90%

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
484 English reviews, time-proportional draw over 38 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 484
Aspect yield
247 of 484 analyzed reviews carry at least one aspect (51.0%); every share on this page divides by all 484
Interval regime
calm: standard margins of error for a share of a sample (Wilson interval), no widening needed
Fetch paths
38 time windows fetched directly (windowed)
Language mix
1,000 fetched: english 485 · schinese 119 · russian 90 · 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-20261004T205758Z-642c13c7 · code 798e06c

full methodology in the milestone write-ups