Do I ship it?

GamesPvEPvE + Science

Specimen · observed

Should I ship a Science PvE game?

PvE + Science

Of 35 developers who shipped a Science PvE 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.. 68 more are announced, ×4.0 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 $50; 1 in 20 cleared $10M, ×16491 the market median. Revenue is up 440% on the market; 68 games are announced against 17 developers who shipped in the last year.

Deciding numbers: median 1.4 times the market baseline, revenue up 440% on the market, 68 announced, ×4.0 per developer who shipped in the last year.
Nobody has said they are building this yet.
PvE + Science
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 35
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $719 → $742 → $16k → $748 → $180 → $897 → $3.1k (still earning) → $1.9k (still earning)
The last cohort is still earning.
Outcomes for PvE + Science: Plate 1 · outcomes, 2 yr, n = 35
Bottom 30% $30 (exactly $30)
Median $897 (exactly $897)
Top 25% $7.2k (exactly $7,196)
Top 5% $10M (exactly $10,356,447)
Developers, 2 yr 35
Released games 107
Announced 68
Effort 6 / 10
AI-buildability Low
Typical price $5.99

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 440% on the market, supply as many developers as the period before.

Free games: 22%, 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
Science
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
PvE; 5 in 10 of the top 25% also carry Simulation, Sandbox, Exploration
Price point
$5.99 typical · top 25% priced $29.99 or above
Art
7 in 10 of the top 25% ship with 3D, Realistic
Plate 4 · demand

Why players buy here

The top 25% priced at $29.99 or above; the middle game at $5.99.

The top 10 games average 95% positive over 58,510 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $50, median $900, 1 in 4 over $7.1k, 1 in 20 over $10M.

3 in 10 developers made under $50. 7 in 10 of the 22 games released 1 to 2 years ago have fewer than 100 reviews. 68 games are announced against 17 developers who shipped in the last year, ×4.0 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
The Outlast Trials older $39.99 90,997 92% 2.7M $109M (exactly $109,169,101) Red Barrels
ICARUS older $34.99 55,849 75% 1.7M $59M (exactly $58,624,695) RocketWerkz
Abiotic Factor $34.99 42,075 95% 1.3M $44M (exactly $44,166,128) Deep Field Games
WolfQuest: Anniversary Edition $29.99 11,511 97% 345k $10M (exactly $10,356,447) eduweb
Star Trek: Infinite older $29.99 3,030 41% 91k $2.7M (exactly $2,726,091) Nimble Giant Entertainment
Mega Man Battle Network Legacy Collection Vol. 1 older $39.99 1,290 87% 39k $1.5M (exactly $1,547,613) CAPCOM Co., Ltd.
WolfQuest: Classic $29.99 1,401 90% 42k $1.3M (exactly $1,260,480) eduweb
METAL EDEN $19.99 1,920 84% 58k $1.2M (exactly $1,151,424) Reikon Games
Solar Expanse - Space Exploration Manager · EA $17.99 1,252 87% 38k $676k (exactly $675,704) SpaceOps
Mega Man Battle Network Legacy Collection Vol. 2 older $39.99 521 87% 16k $625k (exactly $625,044) CAPCOM Co., Ltd.
The Bibites: Digital Life · EA $9.99 218 96% 6.5k $65k (exactly $65,335) Omnia Studios
Possible One: Lunar Industries · EA $24.99 53 64% 1.6k $40k (exactly $39,734) Upstairs Games
C.A.R.S. - Creating A Ridiculous Shitshow $7.99 40 97% 1.2k $9.6k (exactly $9,588) 3Dads Studios
COLLAPSE COMPANY · EA $8.99 28 89% 840 $7.6k (exactly $7,552) VOLT-TECKS GAME STUDIO
Typhon: Bot vs Bot · EA $19.99 12 75% 360 $7.2k (exactly $7,196) Brightshade Games

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