The Cost of an Asset, Measured
The direct labor in a high-end game is $48–68M — about 3,000 man-months at $18K average, and promo adds $5–10M, tightening yearly because of labor. Here's what the same work costs when the pipeline is the team — measured, not projected.
I've shipped games through three decades of asset budgets, and the number never changed as much as people think: roughly 2,700 to 3,800 man-months of labor per finished high-end game — at $10–28K per month depending on level, internal or outsourced, averaging about $18K. Multiply it out and the direct labor in one high-end title is $48–68M. Promo content on top: $5–10M per title, and tightening every single year, not because the tools got worse but because labor got more expensive.
Every studio I've worked at or with has a version of the same spreadsheet, and they all end in the same quiet resignation: the number is the number.
So here's ours, from our own production ledger, June 1 through September 25 of this year — 265,637 measured calls across 123 routed models, at an average inference cost of $0.89 per million tokens. That's not a projection or a pricing-page promise. It's what our own game and VFX work actually spent, riding the same pipeline the open beta gives you.
The honest structure of how it adds up: the craft leadership is still human — directors still own quality, critical art still goes to specialists we trust. Everything else — the iteration, the in-between versions, the asset variants, the boring 80% of production — runs through our pipeline in-house. The per-asset cost falls out of that shape. It's not that any single tool is magic; it's that the pipeline is the team now.
Same quality bar. Same team shape on top. The economics underneath: different.
I'm not going to pretend the 6X number is a law of physics. It's a measurement of our production, on our stack, this quarter. But measurements beat projections every time — and you can measure us yourself, because the same ledger system is what drives the usage dashboard you get as a beta developer.
That's the actual pitch for the open beta, said plainly: we built the tooling because we needed the tooling. The playground's live. Come break something.
— Jake
Open beta: monstergaming.ai/playground · Docs: monstergaming.ai/docs
