Do I ship it?

GamesLevel EditorLevel Editor + Artificial Intelligence

Specimen · observed

Should I ship an AI Level Editor game?

Level Editor + Artificial Intelligence

Of 20 developers who shipped an AI Level Editor 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.. 39 more are announced, ×2.6 for every developer who shipped in the last year.

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

The middle developer here made $5.7k, ×9.1 the market's $630 for a 5 / 10 build, and 3 in 10 made under $2.7k; 1 in 20 cleared $160k, ×270 the market median. Revenue is up 460% on the market; 39 games are announced against 15 developers who shipped in the last year.

Deciding numbers: median 9.1 times the market baseline, revenue up 460% on the market, 39 announced, ×2.6 per developer who shipped in the last year.
Nobody has said they are building this yet.
Level Editor + Artificial Intelligence
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 20
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $4.0k → $5.1k → $3.4k → $109k → $5.7k (still earning) → $7.2k (still earning)
The last cohort is still earning.
Outcomes for Level Editor + Artificial Intelligence: Plate 1 · outcomes, 2 yr, n = 20
Bottom 30% $2.6k (exactly $2,637)
Median $5.7k (exactly $5,694)
Top 25% $55k (exactly $55,186)
Top 5% $170k (exactly $169,715)
Developers, 2 yr 20
Released games 64
Announced 39
Effort 5 / 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 up 460% on the market, supply 200% more developers than the period before.

Free games: 16%, 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.

Level Editor
effort 5 / 10 · medium · effort 5 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
5 / 10 · real systems or entry 3D
Systems
Level Editor; 4 in 10 of the top 25% also carry Simulation, Adventure, Choices Matter
Price point
$9.99 typical · top 25% priced $29.99 or above
Art
4 in 10 of the top 25% ship with 3D, 2D, Dialogue Heavy
Plate 4 · demand

Why players buy here

The top 25% priced at $29.99 or above; the middle game at $9.99.

The top 10 games average 76% positive over 1,289 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $2.7k, median $5.7k, 1 in 4 over $55k, 1 in 20 over $160k.

3 in 10 developers made under $2.7k. 8 in 10 of the 5 games released 1 to 2 years ago have fewer than 100 reviews. 39 games are announced against 15 developers who shipped in the last year, ×2.6 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + Multiple EndingsFair17 devs · median $8.1k · 23 announced
  2. + Hidden ObjectFair12 devs · median $7.6k · 14 announced
  3. + CollectathonFair15 devs · median $3.4k · 17 announced
  4. + Time AttackFair12 devs · median $748 · 14 announced
  5. + IdlerFair19 devs · median $719 · 12 announced
  6. + Score AttackFair51 devs · median $598 · 62 announced
  7. + AutomationLong shot27 devs · median $300 · 32 announced
  8. + TransportationPoor odds10 devs · median $43k · 17 announced
  9. + TrainsPoor odds10 devs · median $43k · 11 announced
  10. + MilitaryPoor odds22 devs · median $43k · 46 announced
  11. + City BuilderPoor odds20 devs · median $24k · 50 announced
  12. + Online Co-OpPoor odds36 devs · median $19k · 111 announced

All 136 pairs on the Level Editor page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
VTOL VR older $29.99 19,885 98% 597k $18M (exactly $17,890,534) Boundless Dynamics, LLC
Nuclear Option · EA older $19.99 10,275 95% 308k $6.2M (exactly $6,161,917) Shockfront Studios
Ages of Conflict: World War Simulator · EA older $6.99 8,904 96% 267k $1.9M (exactly $1,867,169) JoySpark Games
AO Tennis 2 older $49.99 1,236 70% 37k $1.9M (exactly $1,853,629) Big Ant Studios
Fantasy Map Simulator · EA older $7.99 4,190 89% 126k $1.0M (exactly $1,004,343) The Stranger
Vaudeville $19.99 283 48% 8.5k $170k (exactly $169,715) Bumblebee Studios
Pro Basketball Manager 2026 $29.99 121 69% 3.6k $109k (exactly $108,864) Umix Studios
Suck Up! $16.99 205 62% 6.2k $104k (exactly $104,488) Proxima
Laptop Tycoon older $7.99 400 74% 12k $96k (exactly $95,880) Roastery Games
Beat Aim - Rhythm FPS Trainer · EA older $14.99 210 89% 6.3k $94k (exactly $94,437) Kamyker
The Bibites: Digital Life · EA $9.99 218 96% 6.5k $65k (exactly $65,335) Omnia Studios
Tennis Manager 26 $39.99 46 73% 1.4k $55k (exactly $55,186) Rebound
AI Learns To Drive $7.49 208 95% 6.2k $47k (exactly $46,738) ActivationFunction
Dub Together $4.99 137 95% 4.1k $21k (exactly $20,509) BNNI Games
Delta Manager · EA $12.99 28 92% 840 $11k (exactly $10,912) Fassi Blue
SkillWarz · EA $9.99 24 95% 720 $7.2k (exactly $7,193) Baltverge Games
Battle Architect: Dalasito · EA $9.99 19 52% 570 $5.7k (exactly $5,694) Dalas

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