Do I ship it?

GamesCity BuilderCity Builder + Artificial Intelligence

Specimen · observed

Should I ship an AI City Builder?

City Builder + Artificial Intelligence

Of 25 developers who shipped an AI City Builder 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.. 38 more are announced, ×2.2 for every developer who shipped in the last year.

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

The middle developer here made $9.4k, ×15 the market's $630 for a 6 / 10 build, and 3 in 10 made under $2.1k; 1 in 20 cleared $20M, ×32632 the market median. Revenue is up 920% on the market; 38 games are announced against 17 developers who shipped in the last year.

Deciding numbers: median 15.0 times the market baseline, revenue up 920% on the market, 38 announced, ×2.2 per developer who shipped in the last year.
Nobody has said they are building this yet.
City Builder + Artificial Intelligence
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: $69k → $537 → $3.7k → $237k → $425k → $5.8k (still earning) → $54k (still earning)
The last cohort is still earning.
Outcomes for City Builder + Artificial Intelligence: Plate 1 · outcomes, 2 yr, n = 25
Bottom 30% $2.1k (exactly $2,097)
Median $9.4k (exactly $9,444)
Top 25% $99k (exactly $98,769)
Top 5% $20M (exactly $20,493,184)
Developers, 2 yr 25
Released games 53
Announced 38
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 up 920% on the market, supply 90% 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.

City Builder
effort 6 / 10 · medium · effort 6 sits in the medium band
Artificial Intelligence
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
City Builder; 8 in 10 of the top 25% also carry Simulation, Building, Management
Price point
$7.99 typical · top 25% priced $59.99 or above
Plate 4 · demand

Why players buy here

The top 25% priced at $59.99 or above; the middle game at $7.99.

The top 10 games average 81% positive over 27,426 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $2.1k, median $9.4k, 1 in 4 over $98k, 1 in 20 over $20M.

3 in 10 developers made under $2.1k. 7 in 10 of the 11 games released 1 to 2 years ago have fewer than 100 reviews. 38 games are announced against 17 developers who shipped in the last year, ×2.2 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + Visual NovelStrong odds10 devs · median $19k · 8 announced
  2. + LogicFair58 devs · median $3.3k · 74 announced
  3. + IncrementalFair75 devs · median $1.3k · 96 announced
  4. + Hidden ObjectFair16 devs · median $1.3k · 20 announced
  5. + ArcadeFair28 devs · median $898 · 27 announced
  6. + RacingLong shot12 devs · median $299 · 9 announced
  7. + RomePoor odds9 devs · median $423k · 10 announced
  8. + Real-Time with PausePoor odds13 devs · median $215k · 25 announced
  9. + HorrorPoor odds10 devs · median $157k · 21 announced
  10. + Alternate HistoryPoor odds17 devs · median $146k · 50 announced
  11. + Online Co-OpPoor odds32 devs · median $118k · 55 announced
  12. + DiplomacyPoor odds26 devs · median $108k · 47 announced

All 136 pairs on the City Builder page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Anno 117: Pax Romana $59.99 12,150 69% 365k $22M (exactly $21,866,355) Ubisoft Mainz
Jurassic World Evolution 3 $59.99 11,387 93% 342k $20M (exactly $20,493,184) Frontier Developments
Prehistoric Kingdom · EA older $29.99 5,640 90% 169k $5.1M (exactly $5,074,308) Blue Meridian
Ruinarch older $24.99 1,336 62% 40k $1.0M (exactly $1,001,599) Maccima Games LLC
City Transport Simulator 2026 - Bus & Tram $39.99 526 73% 16k $631k (exactly $631,042) ViewApp
Celestial Empire · EA $19.99 709 89% 21k $425k (exactly $425,187) President Studio
BM General Hospital $7.99 1,368 86% 41k $328k (exactly $327,910) zzzgame
GolfTopia older $19.99 477 95% 14k $286k (exactly $286,057) MinMax Games Ltd.
Settlements Rising $18.99 416 80% 12k $237k (exactly $236,995) The Catalyst Crew
Five Nations older $19.99 251 81% 7.5k $151k (exactly $150,525) SilverForge
Crownhold $6.99 471 84% 14k $99k (exactly $98,769) Tobias Mikula
Machinefall $14.99 119 82% 3.6k $54k (exactly $53,514) by Jan Zizka
BM Love Cafe $7.99 204 77% 6.1k $49k (exactly $48,899) zzzgame
Deep Crafter · EA $17.99 76 68% 2.3k $41k (exactly $41,017) Deep Crafter Studio

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