Games › Automobile Sim › Automobile Sim + Artificial Intelligence
Should I ship an AI Automobile Sim?
Automobile Sim + Artificial Intelligence
Only 19 developers shipped an AI Automobile Sim 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, Assetto Corsa EVO, made about est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 17 more are announced.
Verdict: fair, for a 7 / 10 build.
The middle developer here made $3.0k, ×2.0 the market's $1.5k for a 7 / 10 build, with 3 in 10 under $720. Revenue is up 460% on the market; 17 games are announced against 13 developers who shipped in the last year.
| Bottom 30% | $718 (exactly $718) |
|---|---|
| Median | $3.0k (exactly $2,997) |
| Top 25% | $43k (exactly $42,867) |
| Top 5% | $20M (exactly $19,849,036) |
| Developers, 2 yr | 19 |
| Released games | 50 |
| Announced | 17 |
| Effort | 7 / 10 |
| AI-buildability | Low |
| Typical price | $7.49 |
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 115% more developers than the period before.
Free games: 6%, excluded from money figures.
Can AI deliver it?
AI-buildability for this niche is low: the lowest rating among its tags.
- Automobile Sim
- effort 7 / 10 · low · tyre, suspension and drivetrain simulation
- Artificial Intelligence
- effort 3 / 10 · high · effort 3 sits in the high band
What it takes
- Effort
- 7 / 10 · big single-player or serious online
- Systems
- Automobile Sim; 8 in 10 of the top 25% also carry Simulation, Driving, Physics
- Price point
- $7.49 typical · top 25% priced $39.99 or above
- Art
- 6 in 10 of the top 25% ship with First-Person, Atmospheric, Realistic
Why players buy here
The top 25% priced at $39.99 or above; the middle game at $7.49.
The top 10 games average 61% positive over 17,630 reviews.
What kills games here
3 in 10 developers made under $720. 7 in 10 of the 7 games released 1 to 2 years ago have fewer than 100 reviews. 17 games are announced against 13 developers who shipped in the last year.
Adjacent niches
Automobile Sim with a different setting or mood, ranked by verdict then median.
- + Split ScreenStrong odds
- + ZombiesFair
- + IdlerFair
- + LogicFair
- + Multiple EndingsLong shot
- + Score AttackLong shot
- + ArcadeLong shot
- + Co-opPoor odds
- + Online Co-OpPoor odds
- + AutomationPoor odds
- + BuildingPoor odds
- + TrainsPoor odds
Comparable games
Assetto Corsa 2014 · $82M 
Assetto Corsa EVO 2025 · EA · $20M 
SimplePlanes 2015 · $3.8M 
Redout: Enhanced Edition 2016 · $2.1M 
TT Isle Of Man: Ride on the Edge 3 2023 · $979k | Capsule | Game | Released | Price | Reviews | Est. copies | Est. revenue | Developer |
|---|---|---|---|---|---|---|---|
| | Assetto Corsa | older | $19.99 | 136,067 92% | 4.1M | $82M (exactly $81,599,380) | Kunos Simulazioni |
| | Assetto Corsa EVO | · EA | $39.99 | 16,545 60% | 496k | $20M (exactly $19,849,036) | KUNOS Simulazioni |
| | SimplePlanes | older | $12.99 | 9,811 93% | 294k | $3.8M (exactly $3,823,347) | Jundroo, LLC |
| | Redout: Enhanced Edition | older | $19.99 | 3,438 84% | 103k | $2.1M (exactly $2,061,769) | 34BigThings srl |
| | TT Isle Of Man: Ride on the Edge 3 | older | $49.99 | 653 76% | 20k | $979k (exactly $979,304) | Nacon Studio Milan |
 | Redout 2 | older | $19.99 | 1,168 82% | 35k | $700k (exactly $700,450) | 34BigThings srl |
 | City Transport Simulator 2026 - Bus & Tram | $39.99 | 526 73% | 16k | $631k (exactly $631,042) | ViewApp | |
 | Little Racers STREET | older | $5.99 | 509 84% | 15k | $91k (exactly $91,467) | Milkstone Studios |
 | Touring Karts | older | $19.99 | 111 77% | 3.3k | $67k (exactly $66,567) | Ivanovich Games |
 | FPV Labs - Drone Simulator | · EA | $19.99 | 104 67% | 3.1k | $62k (exactly $62,369) | FPVLabs |
 | AI Learns To Drive | $7.49 | 208 95% | 6.2k | $47k (exactly $46,738) | ActivationFunction | |
 | I Need to Fix My Dream Car (But I Work at a Junkyard) | $12.99 | 110 82% | 3.3k | $43k (exactly $42,867) | GameFactory, Kai | |
 | Virtual Driving School | $19.99 | 32 37% | 960 | $19k (exactly $19,190) | CGA Simulation | |
 | Delta Manager | · EA | $12.99 | 28 92% | 840 | $11k (exactly $10,912) | Fassi Blue |
 | Dropper Factory | $3.99 | 49 91% | 1.5k | $5.9k (exactly $5,865) | Brora | |
 | Racer Overdrive | $5.99 | 18 88% | 540 | $3.2k (exactly $3,235) | IntActive | |
 | Push It! | $9.99 | 10 100% | 300 | $3.0k (exactly $2,997) | NeuroSlop Studio |
Estimates: copies = reviews × 30, gross = copies × list price.
Five niches a week, one death, one deep dive.
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