Do I ship it?

GamesSimulationSimulation + Snow

Specimen · observed

Should I ship a Snow Simulation game?

Simulation + Snow

Of 52 developers who shipped a Snow Simulation 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.. 83 more are announced, ×2.5 for every developer who shipped in the last year.

Verdict: poor odds, for a 5 / 10 build.

The middle developer here made $1.8k, ×2.9 the market's $630 for a 5 / 10 build, and 3 in 10 made under $270; 1 in 20 cleared $3.9M, ×6264 the market median. Revenue is down 80% on the market; 83 games are announced against 33 developers who shipped in the last year.

Deciding numbers: median 2.9 times the market baseline, revenue down 80% on the market, 83 announced, ×2.5 per developer who shipped in the last year.
Nobody has said they are building this yet.
Simulation + Snow
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 52
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $719 → $1.3k → $4.1k → $119 → $11k → $2.8k → $807 (still earning) → $5.4k (still earning)
The last cohort is still earning.
Outcomes for Simulation + Snow: Plate 1 · outcomes, 2 yr, n = 52
Bottom 30% $270 (exactly $270)
Median $1.8k (exactly $1,796)
Top 25% $69k (exactly $68,631)
Top 5% $3.9M (exactly $3,933,488)
Developers, 2 yr 52
Released games 132
Announced 83
Effort 5 / 10
AI-buildability Medium
Typical price $6.99

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 75% more developers than the period before.

Free games: 11%, 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.

Simulation
effort 5 / 10 · medium · effort 5 sits in the medium band
Snow
effort 4 / 10 · medium · effort 4 sits in the medium band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
5 / 10 · real systems or entry 3D
Systems
Simulation; 4 in 10 of the top 25% also carry Exploration, Immersive Sim, Management
Price point
$6.99 typical · top 25% priced $24.99 or above
Art
5 in 10 of the top 25% ship with 3D, Atmospheric, First-Person
Plate 4 · demand

Why players buy here

The top 25% priced at $24.99 or above; the middle game at $6.99.

The top 10 games average 84% positive over 48,439 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $270, median $1.8k, 1 in 4 over $68k, 1 in 20 over $3.9M.

3 in 10 developers made under $270. 7 in 10 of the 21 games released 1 to 2 years ago have fewer than 100 reviews. 83 games are announced against 33 developers who shipped in the last year, ×2.5 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + FMVStrong odds150 devs · median $55k · 81 announced
  2. + Escape RoomStrong odds36 devs · median $3.6k · 26 announced
  3. + World War IFair23 devs · median $32k · 32 announced
  4. + Job SimulatorFair285 devs · median $12k · 362 announced
  5. + LGBTQ+Fair272 devs · median $9.7k · 303 announced
  6. + PinballFair27 devs · median $8.2k · 28 announced
  7. + Female ProtagonistFair672 devs · median $5.1k · 754 announced
  8. + BirdsFair19 devs · median $3.8k · 16 announced
  9. + Artificial IntelligenceFair387 devs · median $3.0k · 490 announced
  10. + MusicFair81 devs · median $3.0k · 92 announced
  11. + Auto BattlerFair219 devs · median $2.5k · 293 announced
  12. + ProgrammingFair132 devs · median $2.2k · 174 announced

All 287 pairs on the Simulation page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
SnowRunner older $29.99 46,343 90% 1.4M $42M (exactly $41,694,797) Saber Interactive
Frostpunk 2 $44.99 20,872 74% 626k $28M (exactly $28,170,938) 11 bit studios
Steep™ older $29.99 30,589 82% 918k $28M (exactly $27,520,923) Ubisoft Annecy, Ubisoft Montpellier, Ub… (Ubisoft Annecy, Ubisoft Montpellier, Ubisoft Kiev)
Assetto Corsa Rally · EA $29.99 8,757 87% 263k $7.9M (exactly $7,878,673) Supernova Games Studios
Sledders $29.99 4,372 95% 131k $3.9M (exactly $3,933,488) Hanki Games
Easy Delivery Co. $12.99 9,538 95% 286k $3.7M (exactly $3,716,959) Sam C
The Pale Beyond older $19.99 1,858 90% 56k $1.1M (exactly $1,114,243) Saltstone Studios
Winter Resort Simulator 2 older $24.99 1,336 84% 40k $1.0M (exactly $1,001,599) Simuverse Interactive
Lushfoil Photography Sim $14.99 1,718 91% 52k $773k (exactly $772,585) Matt2
PANELKI older $7.99 2,404 86% 72k $576k (exactly $576,239) Alexander Gromyko
Meltopia $6.99 1,679 85% 50k $352k (exactly $352,086) Garden of Dreams
Above the Snow $24.99 383 75% 11k $287k (exactly $287,135) Above the Desk
Arctic Motel Simulator $17.99 465 88% 14k $251k (exactly $250,960) One Slice of Pizza Games
Snow Plowing Simulator $15.99 281 64% 8.4k $135k (exactly $134,796) FreeMind S.A.
Frostrain 2 $10.99 374 89% 11k $123k (exactly $123,308) nemonan

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