Info about Taiji:

Official game description:
Taiji is an adventure puzzle-solving game set in a mysterious world full of puzzles. Unlike many adventure games, the puzzles in Taiji all use a consistent interface: a grid of tiles which can be toggled on or off.  
Although this might seem simple, the consistency of the interface frees the player from guesswork or pixel hunting that happens in many adventure games. It is always clear what the player must interact with in order to solve the puzzle, but it is never entirely clear what they must do. There are many different areas in the game, each with their own visual and mechanical themes. As you explore this dense world, it is important to think hard and to pay close attention, as vital clues are sometimes hidden in plain sight.

Release date: Sep 9, 2022

Categories: Puzzle Solving, Grid-based Logic, Open-World Exploration, Non-linear Progression, Metroidbrainia, Environmental Puzzle

Feature scans:
- Wiki: score 50; verdict: Tier 3: The Student; summary: The audit finds Tier 3 instructional dependency as the primary external-data barrier. Players rely on walkthroughs to understand puzzle mechanics, variable rules, and developer intent, and the game is described as offering little handholding. Secondary navigation and fast-travel complaints match Tier 4, but they do not override Tier 3 under the strict scoring hierarchy. No Tier 1 farming/drop-rate or Tier 2 inventory/crafting evidence appears.

- Hardware Profile: No data
Feature extractions:
- Community Price:
  - Community fair range: $10.00 - $20.00
  - Reasoning: The clearest pricing signal is a reviewer who calls the game overpriced for its length and suggests a $10-15 sale purchase, while another explicitly names $19.99 as the appropriate price point. A third reviewer still recommends buying at full price or only a slight discount, and a discounted-price reviewer reports positive value. Together, these opinions place the community's fair base-game range roughly between $10 and $20, with $20 as the upper bound for a full-price recommendation and $10-15 as the preferred discount/value window.
- Playtime Metrics:
  - Game completion: 10.0h
  - Story completion: 7.0h
  - Session length: N/A
  - Endgame: 15.0h
  - Reasoning: Main-game completion reports cluster around 8-15 hours: one player beat the core game in about 8 hours, another reached the end in about 10 hours, and a time-to-beat note gives 10-15 hours for the bare minimum. The Chinese review explicitly reports a 7-hour fake ending, which I treat as story completion. For endgame, 100% completion is reported at 15-30 hours; compared with 10-15 hours for the bare minimum, this suggests roughly 15 hours of postgame and optional content, and another reviewer said optional puzzles plus the true end nearly doubled playtime. No review gives a clear average session length, so sessionLength is null.
- Time-to-fun:
  - Summary: Taiji often starts disconcerting: weak tutorials, open-world misdirection, and obscure rules create early friction. It can click once the rules become clear and late-game puzzles open up, though some players report it never becomes fun.
  - Stance: Clicks after
  - Anchor: Once the game stops obscuring its rules
  - Time to anchor: N/A
  - Friction: Tutorials do not adequately teach each mechanic's logic.; Open-world layout can lead players into unsolvable puzzles before the relevant tutorial.; Rules are never explained in text, forcing guesswork and brute force.; Pacing and puzzle positioning are uneven.; Some mechanics involve tedious manipulation of puzzle pieces.; No guidance or fast travel can make late-game traversal annoying.
  - Unlock drivers: Discovering puzzle rules yourself.; Reading or learning the author's intentions.; Well-planned puzzle progression that gradually builds skills and knowledge.; Once the game stops obscuring its rules, late-game puzzles become satisfying.
  - Conditions: If the player likes solving puzzles and can read the author's intentions.; If the player follows one of the more straightforward paths from the tutorial.; If the player enjoys discovering rules without explicit instructions.; If the player likes the core loop, it can become addictive.; Initial direction of conquest affects pacing and enjoyment.; If the player already knows The Witness, the mechanics and progression feel familiar.
- Player Archetypes:
  - Witness Devotee (buy)
    - Motivation: To relive The Witness-style epiphany through a familiar open-world rule-discovery structure.
    - Playstyle: Plays by comparing mechanics and structure to The Witness, chasing the same puzzle-solving high.
    - Experience: veteran
    - Purchase stance: buy
    - Labels: loyal fan of The Witness
    - Reference games: The Witness; Island of Insight
  - Dedicated Puzzle Purist (buy)
    - Motivation: The satisfaction of independently deducing puzzle rules and uncovering deep, optional puzzle content.
    - Playstyle: Takes notes, ponders solutions, observes patterns, and hunts hidden or meta puzzles without relying on tutorials.
    - Experience: veteran
    - Purchase stance: buy
    - Labels: N/A
    - Reference games: The Witness
  - Warned-Off Genre Newcomer (no buy)
    - Motivation: Curiosity about the puzzle genre, though the game's demands may deter continued play.
    - Playstyle: Needs tutorial support and would likely struggle with Taiji's sparse guidance and steep difficulty.
    - Experience: newcomer
    - Purchase stance: no buy
    - Labels: N/A
    - Reference games: The Witness
  - Disappointed Witness Comparator (no buy)
    - Motivation: To find a puzzle experience that matches or surpasses The Witness's polish and design.
    - Playstyle: Judges Taiji directly against The Witness, focusing on streamlining, tutorialization, and fairness.
    - Experience: veteran
    - Purchase stance: no buy
    - Labels: N/A
    - Reference games: The Witness


Below are summaries of things people say about the game per category.
Each point is assigned a weight that represents how often it is mentioned across all reviews.
What players like:
- Excellent Puzzle Game Overall (weight 0.41): Reviewers describe it as a fantastic, original, and well-crafted puzzle game with creativity and simplicity. Many consider it one of the best puzzle games they have played.
- Interesting and Fun Puzzles (weight 0.33): Players consistently praise the puzzles as interesting, fun, and well-designed with rich variety. Many highlight that the puzzles are clever and enjoyable to solve.
- Challenging and Intelligent Puzzles (weight 0.25): The game offers a plethora of challenging puzzles ranging from intermediate to extremely difficult, including optional secret puzzles. Puzzle enthusiasts find them intelligent and varied.
- Positive General Reception (weight 0.25): The game receives high praise as amazing, gorgeous, and enjoyable with immaculate vibes. It is repeatedly called awesome and tremendous.
- Beautiful Art and Visuals (weight 0.23): The game features gorgeous art and beautiful visuals, with great craftsmanship. The pixel art is particularly praised for being polished and pretty.
- Inspired by The Witness (weight 0.2): The game is frequently compared to The Witness, with many calling it a spiritual successor or Witness-like. It is described as magnificent and having its own identity despite the inspiration.
- Recommended for Witness Fans (weight 0.15): Those who enjoyed The Witness are unconditionally recommended to play this game. It captures the same feel without the tediousness and is considered the next best thing.
- Secrets and Exploration (weight 0.12): Players appreciate the hidden secrets and sense of discovery, noting that exploration is important as clues are hidden in plain sight. The world holds mystery and many secrets to find.
- Solvable but Challenging Puzzles (weight 0.1): The puzzles are challenging but the vast majority are solvable, clever, and rewarding. Players appreciate the large number of puzzles to solve.
- Good Music and Sound (weight 0.1): The music and sound design are well-received, with players calling them good, great, or very nice. The soundtrack accompanies the game well.
- Satisfying Puzzle Quantity (weight 0.08): The game includes hundreds of little puzzles, providing a satisfying amount of content. Most puzzle quality is high and the quantity is appreciated.
- Great Logic Puzzles (weight 0.08): The game offers an entertaining set of logic puzzles with clean and interesting design. Players find them nice and well-crafted.
- Multiple Endings (weight 0.07): The game features two different endings, which players find interesting and worth discovering.

Common complaints:
- Confusing Puzzle Logic (weight 0.57): Many puzzles lack clear logic and require guessing, with arbitrary leaps not explained. Solutions often make no sense even after being found.
- Unfavorable Comparison to The Witness (weight 0.36): Reviewers consistently find the game less intuitive, less friendly, and less ingenious than The Witness. It is often seen as a poor imitation that misses what made The Witness great.
- Weak Guidance and Tutorials (weight 0.27): Early guidance is poor and rules are not well conveyed, leading to tedious trial and error. The game fails to ease players into puzzle mechanics.
- Steep and Inconsistent Difficulty (weight 0.25): The difficulty curve is steeper and more erratic than in The Witness, with sudden jumps that can be frustrating. Some puzzles are excessively hard or annoying.
- Obtuse and Unclear Mechanics (weight 0.22): Many puzzle mechanics are convoluted and almost impossible to figure out, especially when new mechanics are introduced without explanation. This forces players to guess.
- Need for External Help (weight 0.16): Players frequently resort to guides, hints, or brute force to solve puzzles. Even after looking up solutions, many still do not understand why they work.
- Derivative of The Witness (weight 0.11): The game feels overly similar to The Witness without bringing enough new ideas to stand on its own.
- Visual Clarity Issues (weight 0.1): Some puzzles are too busy or subtle to parse visually, making them hard to understand. This lack of visual clarity contributes to confusion.
- Poor Logical Flow (weight 0.06): Puzzle logic is not sequentially explained, resulting in a poor logical flow that hinders progression.
- Frustrating Secret Puzzles (weight 0.06): Secret puzzles are hard to find and require looking up guides, which is frustrating for players.
- Limited by 2D Perspective (weight 0.06): The 2D perspective restricts puzzle design, making environmental puzzles less imaginative than those in The Witness.
- Lack of Innovation (weight 0.06): Individual puzzle gameplay is not very innovative, with mechanics too similar to other games and lacking novelty.
- Tree Puzzle Inconsistency (weight 0.06): In the tree puzzle area, leaves stop counting after the tutorial but two puzzles can still be solved with leaf-counting, causing confusion.
- Hard Secret Ending (weight 0.06): The secret ending is difficult to achieve, adding to the challenge.
- No Puzzle Completion Indicator (weight 0.06): There is no clear counter to track solved puzzles, leaving players unsure if they have completed everything.
- Teleport Function Issues (weight 0.06): The teleport function is hard to find or use, causing players to waste time.
- High Price Point (weight 0.05): The full price is considered too high by some players.
- Miss Taiji Story Confusion (weight 0.05): Some players do not understand Miss Taiji's story or purpose.

Gameplay feedback:
- Witness-inspired open-world puzzler (weight 0.88): The game is a puzzle game heavily inspired by The Witness, featuring an open world where players explore an island and solve puzzles. It emphasizes rule discovery and non-linear progression.
- Rules must be discovered (weight 0.4): Players must figure out the rules of each puzzle themselves through experimentation and deduction. The game provides no explicit instructions or explanations for puzzle mechanics.
- Open-world exploration emphasized (weight 0.27): The game features free-roam, open-world exploration where players can go almost anywhere from the start. The world is divided into nine major areas with optional areas to discover.
- Increasing puzzle difficulty (weight 0.22): Puzzles escalate in difficulty, with later puzzles becoming quite challenging. Optional high-difficulty puzzles are available for players seeking extra challenge.
- Hidden puzzles and secrets (weight 0.2): The game contains hidden puzzles, secret endings, and meta puzzles. Many secrets are integrated with achievements.
- Over 400 puzzles included (weight 0.18): The game contains over 400 puzzles, with a total of 445 puzzles including scattered and hidden ones. This provides a substantial amount of content.
- Pure logic-based puzzles (weight 0.18): Puzzles involve pure logic and require understanding logical rules. The puzzle style leans toward logic over observation, with consistent logic governing how puzzles work.
- Two endings exist (weight 0.16): The game has two endings: a fake ending and a hidden true ending. This encourages exploration and completion of optional content.
- Environmental puzzles included (weight 0.13): Some puzzles are based on environmental elements, adding variety to the puzzle types. The game includes environmental puzzles that require observation.
- Puzzle rules can be obtuse (weight 0.12): Some puzzle rules are confusing or obtuse, but generally fair. Careful observation is needed to understand quirks.
- Fast travel system available (weight 0.12): A fast travel system exists but is not advertised and is itself a puzzle to unlock. It helps navigate the large open world.
- Large map filled with puzzles (weight 0.1): The map is large and contains many individual puzzles to solve. Exploration is key to finding and solving puzzles.
- Area shortcuts via mini puzzles (weight 0.08): Mini puzzles exist to move through areas and unlock shortcuts. A minimap with a 3x3 shape puzzle in each area aids navigation.

Performance notes:
- Program unresponsive crashes (weight 0.06): Some players experience the program not responding, requiring them to close it. This indicates a crash or hang issue.
- Final cutscene performance issue (weight 0.03): The game generally runs well, but the final cutscene suffers from performance problems. This is the only reported exception to otherwise smooth operation.
- Smooth performance overall (weight 0.03): Players report that the game runs extremely smoothly during normal gameplay. This positive feedback highlights stable performance.
- Limited resolution settings (weight 0.03): Resolution options are restricted to 720p, 1080p, and 1440p, with effective window size resolution practically only 720p. This limits display flexibility for players.

Recommendations:
- Ideal for fans of The Witness (weight 0.6): A large number of reviews recommend the game specifically to players who enjoyed The Witness, noting that it scratches a similar itch. Fans of that game will likely find a lot to love here.
- Not for everyone (weight 0.39): Some players did not enjoy the game or found it not to their taste, noting that it is not for everyone and may not appeal to those who dislike pure puzzle games or need more guidance. A few could not recommend it due to personal preferences or design issues.
- Strong recommendation for puzzle enthusiasts (weight 0.39): Many reviewers highly recommend the game to anyone who enjoys puzzle games, considering it a must-play for fans of the genre. It is frequently described as a rewarding experience for those who appreciate thoughtful puzzle design.
- Play The Witness first (weight 0.35): Several reviewers advise playing The Witness before this game, as it may spoil the experience or because The Witness is considered superior in many aspects. Some suggest that if you haven't played The Witness, you should start there.
- Requires patience and observation (weight 0.23): The game demands a high level of patience and careful observation to deduce the rules and solve puzzles. Players who are not naturally patient or observant may find it frustrating.
- Wait for a sale (weight 0.18): Many reviewers suggest waiting for a discount before purchasing, as the full price is considered too high for the amount of content or compared to other puzzle games. Sales around specific dates or at certain price points are recommended.
- Great for puzzle purists (weight 0.14): Players who love solving puzzles with deductive logic, spatial reasoning, or lateral thinking will find a lot to enjoy. The game rewards curiosity and pattern recognition.
- Good but inferior to The Witness (weight 0.14): While some recommend the game, they consider it an inferior imitation of The Witness, with weaker mechanics or less polish. It is still enjoyable for fans of the genre but may disappoint those expecting a similar level of quality.
- Recommended as a good experience (weight 0.14): Several reviewers recommend the game as a good experience, praising its design and overall enjoyment. It is seen as a worthwhile play for those interested in puzzle games.
- Similar to The Witness but different (weight 0.14): The game is similar to The Witness but has distinct gameplay differences, so even those who didn't enjoy The Witness might like it. It offers a fresh take on the puzzle genre while retaining familiar elements.
- Worth playing despite flaws (weight 0.1): Some reviewers acknowledge problems but still find the game enjoyable overall. It is worth picking up for those who can overlook its weaknesses.
- Atmosphere and story may divide (weight 0.09): The game's atmosphere and lack of strong narrative appeal to some but disappoint others. Those seeking a rich story or action-oriented gameplay may be let down.
- Enable auto-run for comfort (weight 0.08): Multiple reviewers recommend turning on the auto-run option because the default walking speed is slow, making navigation tedious. This setting significantly improves the overall experience.
- Not recommended for newcomers (weight 0.06): Reviewers advise against playing this as an introduction to puzzle games, as it may be too challenging or confusing for newcomers. Experienced puzzle players are more likely to appreciate it.
- Skip if you recently played The Witness (weight 0.03): If you have recently played The Witness or remember it well, you may want to wait before playing this game to avoid burnout or spoilers. This advice comes from multiple reviewers.
- Tip: don't go left initially (weight 0.03): A reviewer suggests not going left at the beginning of the game, where the gallery is located, as it may lead to confusion or a suboptimal start. This tip can help new players get oriented.
- Try different areas when stuck (weight 0.03): When stuck on a puzzle, moving to another area can help, as the game allows open exploration. This approach is recommended by some players to avoid frustration.
- Check out developer's YouTube series (weight 0.03): One reviewer recommends checking out the developer's YouTube series on puzzle game development, which can enhance appreciation for the game's design. It provides insight into the creative process.
- Use Sizer for window sizes (weight 0.03): A reviewer suggests using the tool Sizer to achieve intermediate window sizes, likely for a better visual experience. This tip can improve playability for some.
- Recommended for Where's Waldo fans (weight 0.03): Players who enjoy 'Where's Waldo?' style puzzles might find this game fun due to its hidden object or pattern-finding elements. It appeals to those who like visual searching.

Other player notes:
- Heavily Inspired by The Witness (weight 0.98): Many reviewers note that the game is heavily inspired by The Witness, often calling it a spiritual successor or Witness-like. The puzzle mechanics and design philosophy are frequently compared to The Witness, with some seeing it as a 2D version.
- 2D Version of The Witness (weight 0.6): Reviewers commonly describe the game as a 2D version of The Witness, emphasizing the similar puzzle style and exploration but in a top-down 2D perspective. This comparison is prevalent across many clusters.
- Derivative but Original Gimmicks (weight 0.59): While derivative of The Witness, the game has original gimmicks and different rules. Some see it as a distinct journey despite the similarities.
- Easier Than The Witness (weight 0.25): Several reviewers mention that the game is easier than The Witness, with a less steep difficulty curve and fewer demanding puzzles. Some note that it is smaller in scale and lacks the same level of challenge.
- Weaker Puzzle Design (weight 0.23): Some reviewers feel the puzzle design is weaker than The Witness, with less intuitive rule discovery and fewer 'aha' moments. They note that the game fails to make underlying rules as clear or satisfying.
- Lacks Story and Polish (weight 0.18): The game is noted to lack a story and the tight design polish of The Witness. It has fewer non-puzzle elements and quirks, focusing more on puzzles.
- Puzzle Logic Hard to Discover (weight 0.14): Some reviewers note that the puzzle logic is harder to discover compared to The Witness, requiring more effort to extract information from clues. The game expects players to discern rules without explicit guidance.
- Less Immersive Exploration (weight 0.14): Compared to The Witness, the game lacks the immersive aspect of exploration and is smaller in scope. Reviewers mention it is not as tightly designed and has fewer non-puzzle elements.
- No Paranoia Requirement (weight 0.14): Unlike The Witness, the game does not require paranoia for the final achievement. Some puzzles are exactly as in The Witness, but the overall experience is more relaxed.
- Similar Difficulty Progression (weight 0.11): Reviewers compare the difficulty progression to The Witness, noting a similar curve but overall easier. Some find the ability to play similar, with no hand-holding.
- Fans of The Witness Enjoy (weight 0.1): Reviewers suggest that fans of The Witness will likely enjoy this game due to its similarities. It is often recommended to those who appreciate The Witness's style.
- Good Value at Discount (weight 0.1): Reviewers mention purchasing the game at a discount or low price and consider it good value for the amount of content. It is also available cheaply through CDK.
- Guide Availability (weight 0.1): Guides and hints are available for the puzzles, and some reviewers used a guide to reach the true ending. This suggests that the game may require external help for completion.
- Environmental Clue Integration (weight 0.08): Like The Witness, the game combines logic puzzles with environmental clues. It features open world panel puzzles and rich puzzle variety without text guidance.
- Teaching Mechanics Inspired (weight 0.06): The way the game teaches mechanics feels heavily inspired by The Witness. However, some reviewers feel it is less effective at making rules intuitive.
- Jonathan Blow in Credits (weight 0.06): Jonathan Blow, the creator of The Witness, appears in the credits in multiple supporting or testing roles. This acknowledgment adds to the connection between the two games.
- Solo Developer Project (weight 0.05): The game was developed mostly by a solo project, which is noted by some reviewers. This may influence the game's scope and design.
- Obtained via Humble Bundle (weight 0.05): Some reviewers obtained the game as part of the puzzle Humble Bundle. This indicates the game was included in a bundle, making it accessible to a wider audience.

Emotions:
- Frustration (weight 0.23): Players are frustrated by the game's failure to clearly teach puzzle rules, leading to constant guessing, brute-forcing, and reliance on guides. Poor navigation, map design, and fast travel compound the issue, with many puzzles feeling obtuse or unfair due to sudden difficulty spikes and lack of feedback.
- Disappointment (weight 0.1): Disappointment stems from the game being a derivative of The Witness that fails to live up to its standards, with repetitive and poorly explained puzzles. Many also find the experience too short, lacking thematic depth, and not meeting high expectations set by comparisons to its inspiration.
- Enjoyment (weight 0.1): Enjoyment comes from challenging yet fair puzzles, beautiful visuals and music, and a rewarding sense of discovery as mechanics are introduced naturally. The open map and rule-learning process, along with clever design and balanced difficulty, provide a satisfying puzzle experience.
- Satisfaction (weight 0.08): Satisfaction arises from solving well-designed puzzles through pure logic, with fair progression and a smooth difficulty curve. The feeling of insight and accomplishment from overcoming challenging puzzles, including optional and secret ones, leaves players fulfilled.
- Confusion (weight 0.06): Confusion is caused by unclear puzzle mechanics, weak tutorials, and misleading early rules that are later contradicted. Players often feel lost about where to go, how to solve puzzles, and why solutions work, even after consulting guides.
- Admiration (weight 0.04): Admiration is driven by the game's creative puzzle design, beautiful world, and the way it combines logic with environmental clues. Many consider it a masterpiece that surpasses The Witness in focus and process, with polished pixel art and innovative mechanics.
- Annoyance (weight 0.03): Annoyance stems from tedious traversal without fast travel, one-way paths, and puzzles that require external tools like photo editing. Cursor issues, lack of puzzle tracking, and some puzzles being more annoying than engaging add to the irritation.
- Appreciation (weight 0.03): Appreciation comes from the game's gorgeous art, flawless sound design, and respectful approach to the player's time. The show-don't-tell tutorial style and the gradual opening up of the world are highly valued, along with the meta elements and endgame content.
- Excitement (weight 0.02): Excitement is fueled by aha moments, discovering new mechanics, and the thrill of solving well-designed puzzles. The mysterious world and map showing inaccessible areas create a sense of adventure and hook players for hours.
- Relief (weight 0.02): Relief comes from the 2D perspective avoiding motion sickness, and the game not inducing constant stress or paranoia like The Witness. Auto-run and intuitive map tracking make the experience more comfortable.
- Dissatisfaction (weight 0.02): Dissatisfaction arises from a lack of originality and excessive similarity to The Witness, with convoluted puzzle mechanics and illogical jumps. Intuitive leaps required for some puzzles feel unsatisfying rather than rewarding.
- Enthusiasm (weight 0.01): Enthusiasm is expressed for the game's intelligent puzzles, creativity, and distinct identity despite similarities to The Witness. The art and music are fitting, and the execution is praised.
- Love (weight 0.01): Love is felt for the game's high puzzle density, well-planned progression, and the beautiful complex puzzles in the secret area. It checks many boxes for exploration-heavy puzzle fans.
- Joy (weight 0.01): Joy is experienced through numerous 'aha' discovery moments, creative rules, and the epiphany of hard-earned solutions. The secret White ending also tugs at heartstrings.
- Dislike (weight 0.01): Dislike is directed at the control scheme requiring mouse and keyboard, diagonal line puzzles, and logic that depends on perspective. Some players simply don't enjoy this type of puzzle game.
- Boredom (weight 0.01): Boredom sets in from excessive difficulty and the repetitive nature of over 400 identical puzzle types, which quickly becomes old. The game feels more tedious than clever.
- Delight (weight 0.01): Delight is brought by the gorgeous pixel art overworld, delightful soundtrack, and enjoyable panel-flipping gameplay. Figuring out the final slate of puzzles also brings pleasure.
- Tedium (weight 0.01): Tedium results from new clue types being ambiguous and tedious to execute, as well as trial and error due to puzzles not teaching their rules effectively.
- Entertainment (weight 0.01): Entertainment is provided by a very entertaining set of original logic puzzles that keep players engaged.
- Accomplishment (weight 0.01): Accomplishment is felt when solving difficult puzzles by piecing together scattered information and finally understanding the mechanics.}