Do I ship it?

GamesCollectathonCollectathon + Mystery

Specimen · observed

Should I ship a Mystery Collectathon game?

Collectathon + Mystery

Of 80 developers who shipped a Mystery Collectathon game in the last 2 years: 3 in 10 made under est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method., the middle one made est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method., 1 in 4 cleared est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method., 1 in 20 cleared est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 140 more are announced, ×3.3 for every developer who shipped in the last year.

Verdict: poor odds, for a 4 / 10 build.

The middle developer here made $600, ×1.3 the market's $480 for a 4 / 10 build, and 3 in 10 made under $180; 1 in 20 cleared $100k, ×224 the market median. Revenue is up 15% on the market; 140 games are announced against 43 developers who shipped in the last year.

Deciding numbers: median 1.3 times the market baseline, revenue up 15% on the market, 140 announced, ×3.3 per developer who shipped in the last year.
Nobody has said they are building this yet.
Collectathon + Mystery
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 80
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $3.9k → $1.0k → $299 → $1.4k → $449 → $719 → $599 (still earning) → $598 (still earning)
The last cohort is still earning.
Outcomes for Collectathon + Mystery: Plate 1 · outcomes, 2 yr, n = 80
Bottom 30% $179 (exactly $179)
Median $599 (exactly $599)
Top 25% $6.3k (exactly $6,296)
Top 5% $106k (exactly $106,437)
Developers, 2 yr 80
Released games 232
Announced 140
Effort 4 / 10
AI-buildability Medium
Typical price $5.99

momentum: how a niche's revenue percentiles and developer count moved between two equal, adjacent periods, divided by the market's own move. See method., 12 months: revenue up 15% on the market, supply 15% more developers than the period before.

Free games: 19%, excluded from money figures.

See every window in the explorer →

Plate 2 · systems and tooling

Can AI deliver it?

AI-buildability for this niche is medium: the lowest rating among its tags.

Collectathon
effort 4 / 10 · medium · effort 4 sits in the medium band
Mystery
effort 3 / 10 · high · effort 3 sits in the high band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
4 / 10 · mid 2D, writing-heavy, or simple 3D
Systems
Collectathon; 4 in 10 of the top 25% also carry Adventure, Exploration, Puzzle
Price point
$5.99 typical · top 25% priced $14.99 or above
Art
4 in 10 of the top 25% ship with 3D, Atmospheric, 2D
Plate 4 · demand

Why players buy here

The top 25% priced at $14.99 or above; the middle game at $5.99.

The top 10 games average 87% positive over 3,844 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $180, median $600, 1 in 4 over $6.2k, 1 in 20 over $100k.

3 in 10 developers made under $180. 9 in 10 of the 53 games released 1 to 2 years ago have fewer than 100 reviews. 140 games are announced against 43 developers who shipped in the last year, ×3.3 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Collectathon with a different setting or mood, ranked by verdict then median.

  1. + Job SimulatorStrong odds33 devs · median $33k · 42 announced
  2. + CapitalismStrong odds76 devs · median $6.2k · 75 announced
  3. + Turn-BasedFair7 devs · median $14k · 8 announced
  4. + EconomyFair125 devs · median $3.8k · 151 announced
  5. + ManagementFair182 devs · median $3.5k · 230 announced
  6. + CrimeFair10 devs · median $3.4k · 14 announced
  7. + Level EditorFair15 devs · median $3.4k · 17 announced
  8. + Artificial IntelligenceFair46 devs · median $2.7k · 30 announced
  9. + SokobanFair12 devs · median $2.4k · 9 announced
  10. + MythologyFair18 devs · median $2.4k · 20 announced
  11. + UnderwaterFair37 devs · median $2.3k · 37 announced
  12. + Combat RacingFair10 devs · median $2.2k · 12 announced

All 178 pairs on the Collectathon page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Crystal Project older $13.99 2,510 91% 75k $1.1M (exactly $1,053,447) Andrew Willman
Welcome to Elderfield $17.99 1,334 87% 40k $720k (exactly $719,960) Chris Cote
Penko Park older $13.99 602 98% 18k $253k (exactly $252,659) Ghostbutter
Garage: Bad Dream Adventure older $19.90 364 97% 11k $217k (exactly $217,308) 作場金属製作所 Sakuba Metal Works, SmokymonkeyS
Logiart Grimoire older $19.99 336 94% 10k $201k (exactly $201,499) Jupiter Corporation
Super Kiwi 64 older $2.99 1,805 95% 54k $162k (exactly $161,908) Siactro
Tales From Off-Peak City Vol. 1 older $9.99 533 98% 16k $160k (exactly $159,740) Cosmo D
Hachishaku $9.99 456 85% 14k $137k (exactly $136,663) Trash Panda Games
Dig Island · EA $14.99 282 86% 8.5k $127k (exactly $126,815) FiftyEight Studios
Digger: Galactic Treasures $4.99 711 87% 21k $106k (exactly $106,437) RainStyle games
Mosaic of the Strange $12.99 226 92% 6.8k $88k (exactly $88,072) Mark Ffrench
Mosaic of The Pharaohs $8.99 297 92% 8.9k $80k (exactly $80,101) Mark Ffrench
Mythwrecked: Ambrosia Island $24.99 104 93% 3.1k $78k (exactly $77,969) Polygon Treehouse
Interdimensional Vending Machine $7.99 185 84% 5.6k $44k (exactly $44,344) Neuroticfly Games
Tidy Up Together $5.99 221 80% 6.6k $40k (exactly $39,714) Malum Games
Dog Man: Mission Impawsible $29.99 28 96% 840 $25k (exactly $25,192) Floor 84 Studio

Estimates: copies = reviews × 30, gross = copies × list price.