Do I ship it?

GamesTrading Card GameTrading Card Game + Incremental

Specimen · observed

Should I ship an Incremental Trading Card Game?

Trading Card Game + Incremental

Only 19 developers shipped an Incremental Trading Card 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, KOTAMON: My Sis Found A Super-Rare Card In Her Cereal Box, So I Became A Garbage Man To Find The Entire Collection And Earn $1,000,000, made about est. revenue: est. copies × today's US list price; gross, before Steam's cut, taxes and refunds. See method.. 29 more are announced, ×2.6 for every developer who shipped in the last year.

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

The middle developer here made $720, ×1.1 the market's $630 for a 6 / 10 build, and 3 in 10 made under $270; 1 in 20 cleared $520k, ×831 the market median. Revenue is down 50% on the market; 29 games are announced against 11 developers who shipped in the last year.

Deciding numbers: median 1.1 times the market baseline, revenue down 50% on the market, 29 announced, ×2.6 per developer who shipped in the last year.
Nobody has said they are building this yet.
Trading Card Game + Incremental
Fig. 1 · this niche among 16,100
Plate 1 · outcomes, 2 yr n = 19
Median est. gross by half-year cohort, 2023 H1 to 2026 H2: $11k → $5.4k → $450 → $719 → $269 (still earning) → $16k (still earning)
The last cohort is still earning.
Outcomes for Trading Card Game + Incremental: Plate 1 · outcomes, 2 yr, n = 19
Bottom 30% $269 (exactly $269)
Median $719 (exactly $719)
Top 25% $4.7k (exactly $4,672)
Top 5% $522k (exactly $521,943)
Developers, 2 yr 19
Released games 97
Announced 29
Effort 6 / 10
AI-buildability Medium
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 down 50% on the market, supply 20% more developers than the period before.

Free games: 27%, 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.

Trading Card Game
effort 6 / 10 · medium · effort 6 sits in the medium band
Incremental
effort 1 / 10 · high · formulas and upgrade tables

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
Trading Card Game, Incremental; 6 in 10 of the top 25% also carry Simulation, Card Game, Economy
Price point
$5.99 typical · top 25% priced $6.99 or above
Art
6 in 10 of the top 25% ship with Relaxing, 3D, Atmospheric
Plate 4 · demand

Why players buy here

The top 25% priced at $6.99 or above; the middle game at $5.99.

The top 10 games average 80% positive over 2,883 reviews.

Plate 5 · the loss side

What kills games here

Developer outcomes in the last 2 years by share: 3 in 10 under $270, median $720, 1 in 4 over $4.6k, 1 in 20 over $520k.

3 in 10 developers made under $270. 8 in 10 of the 18 games released 1 to 2 years ago have fewer than 100 reviews. 29 games are announced against 11 developers who shipped in the last year, ×2.6 per shipper.

Plate 6 · same mechanic, other settings

Adjacent niches

Trading Card Game with a different second tag, ranked by verdict then median.

  1. + Immersive SimStrong odds18 devs · median $30k · 13 announced
  2. + SandboxFair17 devs · median $1.8k · 17 announced
  3. + Inventory ManagementFair21 devs · median $1.5k · 28 announced
  4. + Procedural GenerationPoor odds10 devs · median $10k · 26 announced
  5. + TradingPoor odds16 devs · median $10k · 36 announced
  6. + Life SimPoor odds18 devs · median $10k · 21 announced
  7. + CollectathonPoor odds26 devs · median $6.3k · 41 announced
  8. + HistoricalPoor odds15 devs · median $6.1k · 25 announced
  9. + Co-opPoor odds11 devs · median $4.9k · 25 announced
  10. + Auto BattlerPoor odds22 devs · median $3.4k · 27 announced
  11. + Roguelike DeckbuilderPoor odds24 devs · median $3.4k · 38 announced
  12. + Online Co-OpPoor odds13 devs · median $3.1k · 36 announced

All 69 pairs on the Trading Card Game page

Plate 7 · comparable specimens, by est. revenue

Comparable games

Capsule Game Released Price Reviews Est. copies Est. revenue Developer
KOTAMON: My Sis Found A Super-Rare Card In Her Cereal Box, So I Became A Garbage Man To Find The Entire Collection And Earn $1,000,000 $6.99 2,489 81% 75k $522k (exactly $521,943) KotaMota Games
Gnomes Garden older $14.99 262 87% 7.9k $118k (exactly $117,821) Workroom7, Creobit
Doodle Kingdom older $8.99 129 45% 3.9k $35k (exactly $34,791) JoyBits Ltd.
FeeBay Simulator $5.99 167 91% 5.0k $30k (exactly $30,010) Lake Country Games
CyberTD older $19.99 50 66% 1.5k $30k (exactly $29,985) Clockwork Origins
Sexy Jigsaw | 性感拼图 | 섹시 퍼즐 | セクシーなパズル older $3.99 215 83% 6.5k $26k (exactly $25,736) ZOV GAME STUDIO
FISHTOPIA $8.99 70 87% 2.1k $19k (exactly $18,879) BountyGames
Dig for TCG Cards With Your Friends $6.99 77 44% 2.3k $16k (exactly $16,147) 3 Rare Devs
SEARCH ALL - ADULT older $9.99 49 67% 1.5k $15k (exactly $14,685) Laush Dmitriy Sergeevich
Royal Merchant older $4.99 75 62% 2.3k $11k (exactly $11,228) Badim
Crack it Up! $5.99 26 88% 780 $4.7k (exactly $4,672) Somnambulist Games
PERSEVERANCE: Chapter 1 $4.99 25 44% 750 $3.7k (exactly $3,742) XPECTED
Idle Colors $7.99 10 30% 300 $2.4k (exactly $2,397) Like Idle Games
Idle Pixels $7.99 8 0% 240 $1.9k (exactly $1,918) Pixel Labs
Idle Income $5.99 8 37% 240 $1.4k (exactly $1,438) Trinket Games
Idle Rect $7.99 3 0% 90 $719 (exactly $719) Lazy Idle Games

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