Do I ship it?

GamesPvEPvE + Snow

Specimen · observed

Should I ship a Snow PvE game?

PvE + Snow

Only 18 developers shipped a Snow PvE 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, Lonely Mountains: Snow Riders, made about est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 27 more are announced, ×3.0 for every developer who shipped in the last year.

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

The middle developer here made $900, ×1.4 the market's $630 for a 6 / 10 build, and 3 in 10 made under $150; 1 in 20 cleared $560k, ×894 the market median. Revenue is up 70% on the market; 27 games are announced against 9 developers who shipped in the last year.

Deciding numbers: median 1.4 times the market baseline, revenue up 70% on the market, 27 announced, ×3.0 per developer who shipped in the last year.
Nobody has said they are building this yet.
PvE + Snow
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 18
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $30 → $3.4k → $179 → $449 → $839 (still earning)
The last cohort is still earning.
Outcomes for PvE + Snow: Plate 1 · outcomes, 2 yr, n = 18
Bottom 30% $150 (exactly $150)
Median $897 (exactly $897)
Top 25% $3.1k (exactly $3,140)
Top 5% $562k (exactly $561,525)
Developers, 2 yr 18
Released games 50
Announced 27
Effort 6 / 10
AI-buildability Low
Typical price $6.99

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 70% on the market, supply as many developers as the period before.

Free games: 8%, 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.

PvE
effort 6 / 10 · low · online co-op against AI still needs the whole netcode stack
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
6 / 10 · full 3D single-player, physics sims, content-heavy RPG
Systems
PvE; 5 in 10 of the top 25% also carry Character Customization, Exploration, 3D Platformer
Price point
$6.99 typical · top 25% priced $29.99 or above
Plate 4 · demand

Why players buy here

The top 25% priced at $29.99 or above; the middle game at $6.99.

The top 10 games average 90% positive over 1,357 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $150, median $900, 1 in 4 over $3.1k, 1 in 20 over $560k.

3 in 10 developers made under $150. 9 in 10 of the 11 games released 1 to 2 years ago have fewer than 100 reviews. 27 games are announced against 9 developers who shipped in the last year, ×3.0 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

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

  1. + Dating SimFair17 devs · median $2.4k · 23 announced
  2. + IdlerFair161 devs · median $1.0k · 229 announced
  3. + MinigamesFair9 devs · median $899 · 14 announced
  4. + TypingFair23 devs · median $719 · 27 announced
  5. + Extraction ShooterPoor odds44 devs · median $163k · 97 announced
  6. + Open World Survival CraftPoor odds50 devs · median $85k · 120 announced
  7. + HeistPoor odds18 devs · median $30k · 50 announced
  8. + MMORPGPoor odds34 devs · median $25k · 248 announced
  9. + Real-TimePoor odds10 devs · median $20k · 24 announced
  10. + NavalPoor odds21 devs · median $11k · 59 announced
  11. + SpaceshipsPoor odds16 devs · median $6.3k · 20 announced
  12. + MarsPoor odds10 devs · median $6.3k · 13 announced

All 243 pairs on the PvE page

Plate 7 · comparable specimens, by est. revenue

Comparable games

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
Project Winter older $9.99 13,662 84% 410k $4.1M (exactly $4,094,501) Other Ocean Interactive
Lonely Mountains: Snow Riders $24.99 749 91% 22k $562k (exactly $561,525) Megagon Industries
FROGGY HATES SNOW $14.99 456 91% 14k $205k (exactly $205,063) CRYING BRICK
Stonefly older $16.99 116 88% 3.5k $59k (exactly $59,125) Flight School Studio
Snow Bros. Wonderland $29.99 40 80% 1.2k $36k (exactly $35,988) Tatsujin, Bitwave Games, Toaplan
Skiing VR older $13.99 31 74% 930 $13k (exactly $13,011) DGMA
The Frost Rebirth · EA older $12.99 15 20% 450 $5.8k (exactly $5,846) Tephra Company
LINK Penguins $5.99 31 87% 930 $5.6k (exactly $5,571) lemorion_1224
DawnWander · EA older $9.99 17 23% 510 $5.1k (exactly $5,095) DarkTree Development
Heat or Die $2.99 35 80% 1.1k $3.1k (exactly $3,140) Mounpeak Games
Snowscape $4.99 16 93% 480 $2.4k (exactly $2,395) Cosnow, Yim Sang Woo, parser, MEADOWS95
Cozy Holiday $4.99 13 100% 390 $1.9k (exactly $1,946) Centurion Developments
Black Skies · EA $14.99 3 66% 90 $1.3k (exactly $1,349) Metacortex Studios
Frostgrims Revenge $2.99 10 60% 300 $897 (exactly $897) Visage Games Studio
Frost Loop $6.99 4 75% 120 $839 (exactly $839) Digx7 Studios

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