Games › Racing › Racing + Artificial Intelligence
Should I ship an AI Racing game?
Racing + Artificial Intelligence
Of 25 developers who shipped an AI Racing 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.. 33 more are announced, ×2.5 for every developer who shipped in the last year.
Verdict: poor odds, for a 6 / 10 build.
The middle developer here made $1.4k, ×2.3 the market's $630 for a 6 / 10 build, and 3 in 10 made under $300; 1 in 20 cleared $71k, ×115 the market median. Revenue is up 350% on the market; 33 games are announced against 13 developers who shipped in the last year.
| Bottom 30% | $300 (exactly $300) |
|---|---|
| Median | $1.4k (exactly $1,436) |
| Top 25% | $11k (exactly $10,518) |
| Top 5% | $72k (exactly $71,952) |
| Developers, 2 yr | 25 |
| Released games | 86 |
| Announced | 33 |
| Effort | 6 / 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 350% on the market, supply 10% more developers than the period before.
Free games: 14%, excluded from money figures.
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
- Artificial Intelligence
- effort 3 / 10 · high · effort 3 sits in the high band
What it takes
- Effort
- 6 / 10 · full 3D single-player, physics sims, content-heavy RPG
- Systems
- Racing; 6 in 10 of the top 25% also carry Simulation, Automobile Sim, Driving
- Price point
- $7.49 typical · top 25% priced $19.99 or above
- Art
- 4 in 10 of the top 25% ship with 3D, Cute
Why players buy here
The top 25% priced at $19.99 or above; the middle game at $7.49.
The top 10 games average 61% positive over 17,118 reviews.
What kills games here
3 in 10 developers made under $300. 9 in 10 of the 14 games released 1 to 2 years ago have fewer than 100 reviews. 33 games are announced against 13 developers who shipped in the last year, ×2.5 per shipper.
Adjacent niches
Racing with a different setting or mood, ranked by verdict then median.
- + CapitalismStrong odds
- + ModernFair
- + TransportationFair
- + AutomationFair
- + Grand StrategyFair
- + Time AttackFair
- + Auto BattlerFair
- + Time ManipulationFair
- + IdlerFair
- + Choices MatterFair
- + City BuilderLong shot
- + Inventory ManagementPoor odds
Comparable games
Assetto Corsa 2014 · $82M 
Assetto Corsa EVO 2025 · EA · $20M 
RIDE 5 2023 · $5.1M 
SimplePlanes 2015 · $3.8M 
Redout: Enhanced Edition 2016 · $2.1M | 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 |
| | RIDE 5 | older | $49.99 | 3,368 82% | 101k | $5.1M (exactly $5,050,990) | Milestone S.r.l. |
| | 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 |
 | Pro Cycling Manager 2022 | older | $39.99 | 433 85% | 13k | $519k (exactly $519,470) | Cyanide Studio |
 | Pro Cycling Manager 2021 | older | $39.99 | 344 77% | 10k | $413k (exactly $412,697) | Cyanide Studio |
 | Little Racers STREET | older | $5.99 | 509 84% | 15k | $91k (exactly $91,467) | Milkstone Studios |
 | Dino Ramen Express | · EA | $14.99 | 160 72% | 4.8k | $72k (exactly $71,952) | ANTIGames |
 | AI Learns To Drive | $7.49 | 208 95% | 6.2k | $47k (exactly $46,738) | ActivationFunction | |
 | Virtual Driving School | $19.99 | 32 37% | 960 | $19k (exactly $19,190) | CGA Simulation | |
 | Sex Beats | $9.99 | 62 77% | 1.9k | $19k (exactly $18,581) | Naku Kinoko | |
 | Delta Manager | · EA | $12.99 | 28 92% | 840 | $11k (exactly $10,912) | Fassi Blue |
 | Big Mutha Truckers | $8.99 | 39 92% | 1.2k | $11k (exactly $10,518) | Eutechnyx | |
 | Racer Overdrive | $5.99 | 18 88% | 540 | $3.2k (exactly $3,235) | IntActive | |
 | Speedy 500 | $9.99 | 9 100% | 270 | $2.7k (exactly $2,697) | Dangerous Derk Interactive | |
 | Urban Shadows Racing™ Tokyo | $4.99 | 17 64% | 510 | $2.5k (exactly $2,545) | TechRoar, TechRoarLex |
Estimates: copies = reviews × 30, gross = copies × list price.
Five niches a week, one death, one deep dive.
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