DAO Labs’ piece on pricing compute this time makes some solid points, but its own promotion is a textbook example of what not to do.
The gist: The same GPU can deliver vastly different performance depending on cooling, network, and power, so flat-rate pricing by “GPU-hour” is meaningless. Electricity accounts for roughly half of the true operating cost. They cite indexes like COIL and OCPI—the latter tracks actual transaction prices—and point out the gap between listed prices on platforms like Akash and io.net and what people actually pay. The point is that demand propped up by token incentives isn’t real demand.
I agree. The biggest problem with the DePIN narrative is this: list a low price, subsidize it with tokens, and the on-chain metrics look great. The moment the subsidies stop, renters disappear faster than anyone.
The irony comes later. A big part of this series’ reach on X comes from accounts farming points through SocialMining. Take any long-form post recapping it: 1,238 views, 134 likes, 141 reposts. More than one in ten views turned into a repost—do normal people share an article like that? One reply even spelled it out: “SocialMining = attention that’s been priced.” That’s practically an admission.
A research report saying “don’t mistake subsidized demand for real demand” is being spread through subsidized traffic. If that’s not dark humor, what is?
When evaluating DePIN projects, just watch three things: paying users, revenue after token subsidies are deducted, and who pays the electricity bill. The rest is just window dressing.
#DePIN #AI算力
The gist: The same GPU can deliver vastly different performance depending on cooling, network, and power, so flat-rate pricing by “GPU-hour” is meaningless. Electricity accounts for roughly half of the true operating cost. They cite indexes like COIL and OCPI—the latter tracks actual transaction prices—and point out the gap between listed prices on platforms like Akash and io.net and what people actually pay. The point is that demand propped up by token incentives isn’t real demand.
I agree. The biggest problem with the DePIN narrative is this: list a low price, subsidize it with tokens, and the on-chain metrics look great. The moment the subsidies stop, renters disappear faster than anyone.
The irony comes later. A big part of this series’ reach on X comes from accounts farming points through SocialMining. Take any long-form post recapping it: 1,238 views, 134 likes, 141 reposts. More than one in ten views turned into a repost—do normal people share an article like that? One reply even spelled it out: “SocialMining = attention that’s been priced.” That’s practically an admission.
A research report saying “don’t mistake subsidized demand for real demand” is being spread through subsidized traffic. If that’s not dark humor, what is?
When evaluating DePIN projects, just watch three things: paying users, revenue after token subsidies are deducted, and who pays the electricity bill. The rest is just window dressing.
#DePIN #AI算力