Do I ship it?

GamesSandboxSandbox + Animals

Specimen · observed

Should I ship an Animal Sandbox?

Sandbox + Animals

Of 25 developers who shipped an Animal 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.. 73 more are announced, ×3.5 for every developer who shipped in the last year.

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

The middle developer here made $7.6k, ×12 the market's $630 for a 6 / 10 build, and 3 in 10 made under $1.2k; 1 in 20 cleared $410k, ×653 the market median. Revenue is down 25% on the market; 73 games are announced against 21 developers who shipped in the last year.

Deciding numbers: median 12.2 times the market baseline, revenue down 25% on the market, 73 announced, ×3.5 per developer who shipped in the last year.
Nobody has said they are building this yet.
Sandbox + Animals
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 25
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $234k → $9.3k → $28k → $6.5k (still earning) → $1.2k (still earning)
The last cohort is still earning.
Outcomes for Sandbox + Animals: Plate 1 · outcomes, 2 yr, n = 25
Bottom 30% $1.2k (exactly $1,198)
Median $7.6k (exactly $7,635)
Top 25% $48k (exactly $47,952)
Top 5% $410k (exactly $410,086)
Developers, 2 yr 25
Released games 53
Announced 73
Effort 6 / 10
AI-buildability Medium
Typical price $7.99

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 25% on the market, supply 320% more developers than the period before.

Free games: 4%, 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
Animals
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; 4 in 10 of the top 25% also carry Simulation, Exploration, Puzzle
Price point
$7.99 typical · top 25% priced $12.99 or above
Art
4 in 10 of the top 25% ship with Relaxing, Cozy, Cute
Plate 4 · demand

Why players buy here

The top 25% priced at $12.99 or above; the middle game at $7.99.

The top 10 games average 81% positive over 11,147 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $1.2k, median $7.6k, 1 in 4 over $47k, 1 in 20 over $410k.

3 in 10 developers made under $1.2k. 6 in 10 of the 5 games released 1 to 2 years ago have fewer than 100 reviews. 73 games are announced against 21 developers who shipped in the last year, ×3.5 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Sandbox with a different setting or mood, 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
Planet Zoo older $44.99 81,191 90% 2.4M $110M (exactly $109,583,493) Frontier Developments
Ranch Simulator: Build, Hunt, Farm older $24.99 40,862 79% 1.2M $31M (exactly $30,634,241) Toxic Dog
Prehistoric Kingdom · EA older $29.99 5,640 90% 169k $5.1M (exactly $5,074,308) Blue Meridian
Let's Build a Zoo older $19.99 3,722 89% 112k $2.2M (exactly $2,232,083) Springloaded
Everything is Crab: The Animal Evolution Roguelite $9.99 6,876 76% 206k $2.1M (exactly $2,060,737) Odd Dreams Digital
Zoo Tycoon: Ultimate Animal Collection older $19.99 1,607 64% 48k $964k (exactly $963,718) Frontier Developments, Asobo Studio
Equilinox older $9.99 2,604 93% 78k $780k (exactly $780,419) ThinMatrix
Ratz Instagib older $8.99 2,529 90% 76k $682k (exactly $682,071) Lino Slahuschek
Spirit of the Island older $14.99 1,191 69% 36k $536k (exactly $535,593) 1M Bits Horde
The Ranchers · EA $24.99 547 57% 16k $410k (exactly $410,086) The Ranchers
A Webbing Journey · EA $9.99 1,263 98% 38k $379k (exactly $378,521) Fire Totem Games
Sort Them Ducks $5.99 1,461 92% 44k $263k (exactly $262,542) Mr.Duck
King of Bones $7.99 316 85% 9.5k $76k (exactly $75,745) Gluten Free Games
Seclusa $12.99 148 97% 4.4k $58k (exactly $57,676) Studio Niente
Hidden in my Paradise $9.99 160 90% 4.8k $48k (exactly $47,952) Ogre Pixel
Nimbit Frontier · EA $13.99 113 97% 3.4k $47k (exactly $47,426) Megasploot
Little Aviary $3.99 231 86% 6.9k $28k (exactly $27,651) atomco
Mazey Village · EA $14.99 32 87% 960 $14k (exactly $14,390) Slappy Inc.

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