Do I ship it?

GamesRacingRacing + Inventory Management

Specimen · observed

Should I ship an Inventory Management Racing game?

Racing + Inventory Management

Only 14 developers shipped an Inventory Management Racing 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, CarX Drift Racing Online 2, made about est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 37 more are announced, ×7.4 for every developer who shipped in the last year.

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

The middle developer here made $34k, ×53 the market's $630 for a 6 / 10 build, and 3 in 10 made under $6.7k; 1 in 20 cleared $910k, ×1459 the market median. Revenue is down 70% on the market; 37 games are announced against 5 developers who shipped in the last year.

Deciding numbers: median 53.5 times the market baseline, revenue down 70% on the market, 37 announced, ×7.4 per developer who shipped in the last year.
Nobody has said they are building this yet.
Racing + Inventory Management
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: $7.2k → $0 → $177k → $40k → $6.6k (still earning)
The last cohort is still earning.
Outcomes for Racing + Inventory Management: Plate 1 · outcomes, 2 yr, n = 14
Bottom 30% $6.6k (exactly $6,625)
Median $34k (exactly $33,583)
Top 25% $177k (exactly $176,929)
Top 5% $916k (exactly $916,133)
Developers, 2 yr 14
Released games 36
Announced 37
Effort 6 / 10
AI-buildability Low
Typical price $12.99

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 70% on the market, supply 45% fewer developers than the period before.

Free games: 25%, 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.

Racing
effort 6 / 10 · low · vehicle handling, track content and opponent AI
Inventory Management
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
Racing, Inventory Management; 8 in 10 of the top 25% also carry Simulation, Automobile Sim, Immersive Sim
Price point
$12.99 typical · top 25% priced $24.99 or above
Art
5 in 10 of the top 25% ship with Realistic, 3D, First-Person
Plate 4 · demand

Why players buy here

The top 25% priced at $24.99 or above; the middle game at $12.99.

The top 10 games average 77% positive over 4,631 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $6.7k, median $34k, 1 in 4 over $170k, 1 in 20 over $910k.

3 in 10 developers made under $6.7k. 6 in 10 of the 14 games released 1 to 2 years ago have fewer than 100 reviews. 37 games are announced against 5 developers who shipped in the last year, ×7.4 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Racing with a different second tag, ranked by verdict then median.

  1. + CapitalismStrong odds14 devs · median $8.6k · 7 announced
  2. + ModernFair32 devs · median $3.3k · 34 announced
  3. + TransportationFair39 devs · median $2.3k · 35 announced
  4. + AutomationFair11 devs · median $1.9k · 12 announced
  5. + Grand StrategyFair8 devs · median $1.8k · 7 announced
  6. + Time AttackFair44 devs · median $748 · 42 announced
  7. + Auto BattlerFair11 devs · median $657 · 10 announced
  8. + Time ManipulationFair10 devs · median $599 · 12 announced
  9. + IdlerFair19 devs · median $505 · 13 announced
  10. + Choices MatterFair51 devs · median $449 · 54 announced
  11. + City BuilderLong shot12 devs · median $299 · 9 announced
  12. + Visual NovelPoor odds13 devs · median $21k · 22 announced

All 165 pairs on the Racing page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
Alaskan Road Truckers older $21.99 2,711 62% 81k $1.8M (exactly $1,788,447) Road Studio S.A.
CarX Drift Racing Online 2 · EA $24.99 1,222 71% 37k $916k (exactly $916,133) CarX Technologies, LLC
Used Cars Simulator · EA $19.99 1,147 79% 34k $688k (exactly $687,856) DreamWay Games
RiMS Racing older $49.99 408 65% 12k $612k (exactly $611,878) Nacon Studio Milan
Supercar Collection Simulator $12.99 1,528 85% 46k $595k (exactly $595,462) Kiki Games
Nickelodeon Kart Racers 2: Grand Prix older $19.99 522 83% 16k $313k (exactly $313,043) Bamtang Games
Nickelodeon Kart Racers 3: Slime Speedway older $49.99 202 69% 6.1k $303k (exactly $302,939) Bamtang Games
Car Mechanic Simulator VR older $19.99 328 58% 9.8k $197k (exactly $196,702) GameFormatic S.A., Red Dot Games
GT Manager $24.99 236 71% 7.1k $177k (exactly $176,929) THE TINY DIGITAL FACTORY, IMV STUDIO
Yacht Mechanic Simulator older $14.99 186 22% 5.6k $84k (exactly $83,644) Punch Punk Games
Sailaway III $15.99 158 68% 4.7k $76k (exactly $75,793) Orbcreation BV
Car Service Simulator · EA $6.99 190 51% 5.7k $40k (exactly $39,843) Red Axe Games
The Economy Bros $19.99 56 82% 1.7k $34k (exactly $33,583) Devin Carlson
Mini Racer Car Shop Simulator $12.99 51 62% 1.5k $20k (exactly $19,875) Bewolba Studios
Parking Lot Simulator: Car Collector · EA $12.99 26 65% 780 $10k (exactly $10,132) Byterop
Deliverage $12.99 17 82% 510 $6.6k (exactly $6,625) Majao Games

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