Do I ship it?

Games › Exploration › Exploration + Snow

Specimen · observed

Should I ship a Snow Exploration game?

Exploration + Snow

Of 73 developers who shipped a Snow Exploration 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.. 105 more are announced, ×2.3 for every developer who shipped in the last year.

Verdict: poor odds, for a 4 / 10 build.

The middle developer here made $2.8k, ×6.0 the market's $480 for a 4 / 10 build, and 3 in 10 made under $600; 1 in 20 cleared $770k, ×1626 the market median. Revenue is up 225% on the market; 105 games are announced against 45 developers who shipped in the last year.

Deciding numbers: median 6.0 times the market baseline, revenue up 225% on the market, 105 announced, ×2.3 per developer who shipped in the last year.
Nobody has said they are building this yet.
Exploration + Snow
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 73
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $1.0k → $3.4k → $4.8k → $1.6k → $11k → $2.9k → $1.6k (still earning) → $47k (still earning)
The last cohort is still earning.
Outcomes for Exploration + Snow: Plate 1 · outcomes, 2 yr, n = 73
Bottom 30% $599 (exactly $599)
Median $2.8k (exactly $2,844)
Top 25% $67k (exactly $66,678)
Top 5% $773k (exactly $772,585)
Developers, 2 yr 73
Released games 179
Announced 105
Effort 4 / 10
AI-buildability Medium
Typical price $7.99

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 up 225% on the market, supply 60% more developers than the period before.

Free games: 13%, 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.

Exploration
effort 4 / 10 · medium · effort 4 sits in the medium band
Snow
effort 4 / 10 · medium · effort 4 sits in the medium band

How the rubric works →

Plate 3 · the cost side

What it takes

Effort
4 / 10 · mid 2D, writing-heavy, or simple 3D
Systems
Exploration; 4 in 10 of the top 25% also carry Adventure, Simulation, Physics
Price point
$7.99 typical · top 25% priced $15.99 or above
Art
4 in 10 of the top 25% ship with 3D, Atmospheric, Relaxing
Plate 4 · demand

Why players buy here

The top 25% priced at $15.99 or above; the middle game at $7.99.

The top 10 games average 94% positive over 43,328 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $600, median $2.8k, 1 in 4 over $66k, 1 in 20 over $770k.

3 in 10 developers made under $600. 7 in 10 of the 33 games released 1 to 2 years ago have fewer than 100 reviews. 105 games are announced against 45 developers who shipped in the last year, ×2.3 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + Roguelike DeckbuilderFair22 devs · median $8.1k · 26 announced
  2. + MinigamesFair31 devs · median $6.7k · 42 announced
  3. + SpaceshipsFair22 devs · median $3.5k · 28 announced
  4. + Escape RoomFair122 devs · median $2.2k · 109 announced
  5. + Real-Time with PausePoor odds13 devs · median $215k · 24 announced
  6. + WuxiaPoor odds12 devs · median $192k · 35 announced
  7. + Extraction ShooterPoor odds23 devs · median $82k · 61 announced
  8. + Martial ArtsPoor odds25 devs · median $69k · 90 announced
  9. + Open World Survival CraftPoor odds146 devs · median $58k · 354 announced
  10. + MMORPGPoor odds24 devs · median $52k · 213 announced
  11. + FMVPoor odds45 devs · median $27k · 76 announced
  12. + FarmingPoor odds41 devs · median $24k · 58 announced

All 258 pairs on the Exploration page

Plate 7 · comparable specimens, by est. revenue

Comparable games

SnowRunner 2021 · $42M Steep™ 2016 · $28M Mon Bazou 2025 · $9.6M Project Winter 2019 · $4.1M Sledders 2025 · $3.9M
Capsule Game Released Price Reviews Est. copies Est. revenue Developer
SnowRunner older $29.99 46,343 90% 1.4M $42M (exactly $41,694,797) Saber Interactive
Steep™ older $29.99 30,589 82% 918k $28M (exactly $27,520,923) Ubisoft Annecy, Ubisoft Montpellier, Ub… (Ubisoft Annecy, Ubisoft Montpellier, Ubisoft Kiev)
Mon Bazou $15.99 19,922 97% 598k $9.6M (exactly $9,556,583) Santa Goat
Project Winter older $9.99 13,662 84% 410k $4.1M (exactly $4,094,501) Other Ocean Interactive
Sledders $29.99 4,372 95% 131k $3.9M (exactly $3,933,488) Hanki Games
Easy Delivery Co. $12.99 9,538 95% 286k $3.7M (exactly $3,716,959) Sam C
Röki older $19.99 2,452 89% 74k $1.5M (exactly $1,470,464) Polygon Treehouse
Kona older $14.99 2,795 82% 84k $1.3M (exactly $1,256,912) Parabole
The Pale Beyond older $19.99 1,858 90% 56k $1.1M (exactly $1,114,243) Saltstone Studios
Winter Resort Simulator 2 older $24.99 1,336 84% 40k $1.0M (exactly $1,001,599) Simuverse Interactive
Lushfoil Photography Sim $14.99 1,718 91% 52k $773k (exactly $772,585) Matt2
Sledding Game · EA $7.99 2,915 96% 87k $699k (exactly $698,726) The Sledding Corporation
Lonely Mountains: Snow Riders $24.99 749 91% 22k $562k (exactly $561,525) Megagon Industries
OxyRail · EA $14.99 949 80% 28k $427k (exactly $426,765) OxygenTech Limited
Meltopia $6.99 1,679 85% 50k $352k (exactly $352,086) Garden of Dreams
Moomintroll: Winter's Warmth $19.99 486 97% 15k $291k (exactly $291,454) Hyper Games
Another Try 2 · EA $6.99 1,000 53% 30k $210k (exactly $209,700) Hoki Wolf Studio

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