Do I ship it?

GamesSandboxSandbox + Investigation

Specimen · observed

Should I ship an Investigation Sandbox?

Sandbox + Investigation

Of 37 developers who shipped an Investigation Sandbox 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.. 71 more are announced, ×2.8 for every developer who shipped in the last year.

Verdict: poor odds, for a 6 / 10 build.

The middle developer here made $3.1k, ×5.0 the market's $630 for a 6 / 10 build, and 3 in 10 made under $290; 1 in 20 cleared $7.0M, ×11228 the market median. Revenue is down 80% on the market; 71 games are announced against 25 developers who shipped in the last year.

Deciding numbers: median 5.0 times the market baseline, revenue down 80% on the market, 71 announced, ×2.8 per developer who shipped in the last year.
Nobody has said they are building this yet.
Sandbox + Investigation
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 37
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $8.2k → $539 → $980 → $15k → $1.3k → $9.0k (still earning) → $1.8k (still earning)
The last cohort is still earning.
Outcomes for Sandbox + Investigation: Plate 1 · outcomes, 2 yr, n = 37
Bottom 30% $282 (exactly $282)
Median $3.1k (exactly $3,148)
Top 25% $30k (exactly $29,617)
Top 5% $7.1M (exactly $7,050,949)
Developers, 2 yr 37
Released games 89
Announced 71
Effort 6 / 10
AI-buildability Medium
Typical price $9.99

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 down 80% on the market, supply 110% more developers than the period before.

Free games: 13%, 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.

Sandbox
effort 6 / 10 · medium · effort 6 sits in the medium band
Investigation
effort 3 / 10 · high · effort 3 sits in the high band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
6 / 10 · full 3D single-player, physics sims, content-heavy RPG
Systems
Sandbox, Investigation; 6 in 10 of the top 25% also carry Simulation, Exploration, Immersive Sim
Price point
$9.99 typical · top 25% priced $24.99 or above
Art
6 in 10 of the top 25% ship with First-Person, Atmospheric, Realistic
Plate 4 · demand

Why players buy here

The top 25% priced at $24.99 or above; the middle game at $9.99.

The top 10 games average 92% positive over 41,982 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $290, median $3.1k, 1 in 4 over $29k, 1 in 20 over $7.0M.

3 in 10 developers made under $290. 7 in 10 of the 12 games released 1 to 2 years ago have fewer than 100 reviews. 71 games are announced against 25 developers who shipped in the last year, ×2.8 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Sandbox with a different second tag, ranked by verdict then median.

  1. + FightingStrong odds11 devs · median $76k · 8 announced
  2. + Turn-BasedFair20 devs · median $224k · 19 announced
  3. + World War IIFair14 devs · median $146k · 13 announced
  4. + MinigamesFair9 devs · median $17k · 12 announced
  5. + ProgrammingFair60 devs · median $7.0k · 71 announced
  6. + CatsFair63 devs · median $4.8k · 74 announced
  7. + SportsFair83 devs · median $4.2k · 103 announced
  8. + GamblingFair25 devs · median $2.5k · 31 announced
  9. + Auto BattlerFair45 devs · median $1.9k · 42 announced
  10. + Combat RacingFair21 devs · median $1.8k · 26 announced
  11. + Trading Card GameFair17 devs · median $1.8k · 17 announced
  12. + IdlerFair258 devs · median $1.2k · 306 announced

All 233 pairs on the Sandbox page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Big Walk $19.99 32,470 95% 974k $19M (exactly $19,472,259) House House
The Precinct $29.99 7,837 87% 235k $7.1M (exactly $7,050,949) Fallen Tree Games Ltd
Bugsnax older $24.99 8,673 97% 260k $6.5M (exactly $6,502,148) Young Horses
while True: learn() older $12.99 7,350 91% 221k $2.9M (exactly $2,864,295) Luden.io
Sigma Theory: Global Cold War older $17.99 892 77% 27k $481k (exactly $481,412) Mi-Clos Studio, Goblinz Studio, FibreTi… (Mi-Clos Studio, Goblinz Studio, FibreTigre)
Autobahn Police Simulator 3 older $29.99 374 58% 11k $336k (exactly $336,488) Z-Software
Responding · EA $24.99 409 45% 12k $307k (exactly $306,627) Visionary Studios
Counter Terrorist Agency older $19.99 479 43% 14k $287k (exactly $287,256) Play2Chill
Conrad Stevenson's Paranormal P.I. older $9.99 860 93% 26k $258k (exactly $257,742) D&A Studios
Crash Time 2 older $4.99 1,170 63% 35k $175k (exactly $175,149) ·
Vaudeville $19.99 283 48% 8.5k $170k (exactly $169,715) Bumblebee Studios
Haunted House Renovator $19.99 197 45% 5.9k $118k (exactly $118,141) Image Power S.A.
Emergency Room Simulator $24.99 154 43% 4.6k $115k (exactly $115,454) Caipirinha Games
Airport X-Ray Simulator · EA $12.99 253 80% 7.6k $99k (exactly $98,594) Rainbow Lab
Crawling Angels $9.99 202 96% 6.1k $61k (exactly $60,539) ItsTheTalia, Autumn West
Among The Whispers - Provocation $14.99 101 79% 3.0k $45k (exactly $45,420) D&A Studios
Parking Tycoon 2: Business Simulator · EA $12.99 76 43% 2.3k $30k (exactly $29,617) Geekon

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