Do I ship it?

GamesClass-BasedClass-Based + Artificial Intelligence

Specimen · observed

Should I ship an AI Class-Based game?

Class-Based + Artificial Intelligence

Only 7 developers shipped an AI Class-Based game in the last 2 years, too few for firm odds: the middle one made est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.; the top game by est. revenue, UNHUMAN, made about est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 21 more are announced, ×4.2 for every developer who shipped in the last year.

Verdict: poor odds, for a 7 / 10 build.

The middle developer here made $720, ×0.5 the market's $1.5k for a 7 / 10 build, and 3 in 10 made under $330. 21 games are announced against 5 developers who shipped in the last year, ×4.2 per shipper, while momentum is unreadable here, too few recent games.

Deciding numbers: median 0.5 times the market baseline, revenue too few recent games to read momentum, 21 announced, ×4.2 per developer who shipped in the last year.
Nobody has said they are building this yet.
Class-Based + Artificial Intelligence
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 7

not enough cohorts to draw

Outcomes for Class-Based + Artificial Intelligence: Plate 1 · outcomes, 2 yr, n = 7
Bottom 30% $330 (exactly $330)
Median $719 (exactly $719)
Top 25% $7.2k (exactly $7,193)
Top 5% $19k (exactly $19,272)
Developers, 2 yr 7
Released games 27
Announced 21
Effort 7 / 10
AI-buildability Low
Typical price $4.99

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 too few recent games to read momentum, supply 150% more developers than the period before.

Free games: 26%, 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 low: the lowest rating among its tags.

Class-Based
effort 7 / 10 · low · effort 7 sits in the low 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
7 / 10 · big single-player or serious online
Systems
Class-Based
Price point
$4.99 typical
Plate 4 · demand

Why players buy here

Fewer than 10 games in the last 2 years; sentiment and price figures use the all window.

The top 25% priced at $14.99 or above; the middle game at $5.99.

The top 10 games average 82% positive over 516 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $330, median $720, 1 in 4 over $7.1k, 1 in 20 over $19k.

3 in 10 developers made under $330. 21 games are announced against 5 developers who shipped in the last year, ×4.2 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Class-Based with a different setting or mood, ranked by verdict then median.

  1. + AutomationFair19 devs · median $6.6k · 22 announced
  2. + Bullet HeavenFair21 devs · median $2.4k · 38 announced
  3. + SupernaturalLong shot18 devs · median $599 · 21 announced
  4. + 2D PlatformerLong shot26 devs · median $539 · 30 announced
  5. + FPSPoor odds22 devs · median $70k · 70 announced
  6. + MMORPGPoor odds7 devs · median $61k · 57 announced
  7. + Base BuildingPoor odds18 devs · median $33k · 44 announced
  8. + WarPoor odds17 devs · median $32k · 59 announced
  9. + Souls-likePoor odds16 devs · median $18k · 29 announced
  10. + MilitaryPoor odds17 devs · median $13k · 42 announced
  11. + Third-Person ShooterPoor odds11 devs · median $13k · 53 announced
  12. + WargamePoor odds14 devs · median $9.4k · 28 announced

All 111 pairs on the Class-Based page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Roll Player - The Board Game older $14.99 180 91% 5.4k $81k (exactly $80,946) Mipmap Digital
UNHUMAN $3.99 161 73% 4.8k $19k (exactly $19,272) Kinda Lowkey Games
Death Harvest · EA older $12.99 26 69% 780 $10k (exactly $10,132) LaserOnion
SkillWarz · EA $9.99 24 95% 720 $7.2k (exactly $7,193) Baltverge Games
Medieval Arms older $14.99 12 66% 360 $5.4k (exactly $5,396) Goodline Games
ChessLocke older $4.99 30 86% 900 $4.5k (exactly $4,491) Taylor Hatton
Visseron Idle $2.99 46 78% 1.4k $4.1k (exactly $4,126) HammaLlama
Kitty Tactics older $3.99 30 86% 900 $3.6k (exactly $3,591) Ibe Denaux
Portable Ops older $14.99 4 50% 120 $1.8k (exactly $1,799) Sean Smith, Outlaw Games
Omi Domini older $11.99 3 66% 90 $1.1k (exactly $1,079) Ominous Horizon Studios
Disintegral $11.99 2 100% 60 $719 (exactly $719) Will Sykes Games
L.O.S.T - Last Ones Standing Together · EA $10.99 1 100% 30 $330 (exactly $330) High Level Studio
SuperCowBoy $2.99 1 100% 30 $90 (exactly $90) liu ningmeng
LIGHT FORCE $4.99 0 0% 0 $0 (exactly $0) ShangkoStudio

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