Do I ship it?

GamesShooterShooter + Trains

Specimen · observed

Should I ship a Train Shooter?

Shooter + Trains

Only 14 developers shipped a Train Shooter 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, Fright Train, 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, ×2.1 for every developer who shipped in the last year.

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

The middle developer here made $1.5k, ×2.4 the market's $630 for a 6 / 10 build, and 3 in 10 made under $180; 1 in 20 cleared $66k, ×106 the market median. Revenue is down 95% on the market; 21 games are announced against 10 developers who shipped in the last year.

Deciding numbers: median 2.4 times the market baseline, revenue down 95% on the market, 21 announced, ×2.1 per developer who shipped in the last year.
Nobody has said they are building this yet.
Shooter + Trains
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 14
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $18k → $1.5k (still earning) → $719 (still earning)
The last cohort is still earning.
Outcomes for Shooter + Trains: Plate 1 · outcomes, 2 yr, n = 14
Bottom 30% $178 (exactly $178)
Median $1.5k (exactly $1,497)
Top 25% $5.7k (exactly $5,694)
Top 5% $67k (exactly $66,678)
Developers, 2 yr 14
Released games 27
Announced 21
Effort 6 / 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 down 95% on the market, supply 150% more developers than the period before.

Free games: 15%, 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.

Shooter
effort 6 / 10 · medium · effort 6 sits in the medium band
Trains
effort 5 / 10 · medium · effort 5 sits in the medium 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
Shooter; 8 in 10 of the top 25% also carry Action, Roguelite, Strategy
Price point
$9.99 typical · top 25% priced $15.99 or above
Art
5 in 10 of the top 25% ship with 2D, 3D, Pixel Graphics
Plate 4 · demand

Why players buy here

The top 25% priced at $15.99 or above; the middle game at $9.99.

The top 10 games average 81% positive over 380 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $180, median $1.5k, 1 in 4 over $5.6k, 1 in 20 over $66k.

3 in 10 developers made under $180. 6 in 10 of the 5 games released 1 to 2 years ago have fewer than 100 reviews. 21 games are announced against 10 developers who shipped in the last year, ×2.1 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + Dating SimFair23 devs · median $9.8k · 17 announced
  2. + CollectathonFair69 devs · median $1.4k · 64 announced
  3. + VampiresFair38 devs · median $1.3k · 41 announced
  4. + Walking SimulatorFair68 devs · median $1.2k · 62 announced
  5. + IdlerFair70 devs · median $836 · 59 announced
  6. + Match 3Fair15 devs · median $719 · 5 announced
  7. + SnowFair22 devs · median $570 · 23 announced
  8. + Boss RushFair16 devs · median $537 · 20 announced
  9. + IncrementalFair85 devs · median $479 · 88 announced
  10. + ArcadeLong shot1,151 devs · median $419 · 1,332 announced
  11. + Score AttackLong shot372 devs · median $300 · 352 announced
  12. + Open World Survival CraftPoor odds25 devs · median $139k · 45 announced

All 229 pairs on the Shooter page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Choo-Choo Charles older $19.99 16,292 91% 489k $9.8M (exactly $9,770,312) Two Star Games
The Final Station older $14.99 6,739 88% 202k $3.0M (exactly $3,030,528) DO MY BEST
Zompiercer · EA older $19.99 4,562 88% 137k $2.7M (exactly $2,735,831) DDDimanN
Maitetsu:Pure Station older $24.99 3,151 96% 95k $2.4M (exactly $2,362,305) Lose
Fright Train $15.99 139 89% 4.2k $67k (exactly $66,678) WildArts Games
Break Siege · EA $14.99 66 84% 2.0k $30k (exactly $29,680) FojoGames
东方远空界 ~ Ultimate Vitality of Imagination older $9.99 90 83% 2.7k $27k (exactly $26,973) 神心飘游堂
Blitzkrieg Express $4.99 121 74% 3.6k $18k (exactly $18,114) Maksym Melnyk
Moor Rail $9.99 19 78% 570 $5.7k (exactly $5,694) PLAY Mephistowaltz
Iron Trails: Outlaw Pursuit · EA $17.99 7 14% 210 $3.8k (exactly $3,778) Gloac Games, Gloac
Hunted Within: The Metro $9.99 8 62% 240 $2.4k (exactly $2,398) LRDev Games
P-PAN $4.99 10 100% 300 $1.5k (exactly $1,497) palpuni
Enginehero $11.99 2 100% 60 $719 (exactly $719) MelonCow LLC
Ninja Arena $3.99 2 100% 60 $239 (exactly $239) Lunar Code Studio
Engine of Chaos $0.99 6 100% 180 $178 (exactly $178) Bitrot Games

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