Tamala S(@Square-Creator-2ede2ffa0571a)'s insights

A friend asked me, what's the difference between the OPG

Tamala S · 2026-06-17T15:13:32.000Z

A friend asked me, what's the difference between the OPG decentralized inference network and those old-school computing power sharing projects? I went back and re-read the economic model document for @OpenGradient and found that it repackages many of the death spirals of traditional mining coins in a more subtle way. The only difference is that in the past, you bought mining rigs and got wrecked, but now your hardware's idle time is priced more decently. However, the cash flow direction hasn't changed. $BTC The core issue lies in the liquidation pricing. The fees for inference tasks are settled using OPG tokens, and the secondary market price of these tokens depends on buyer demand, not on your hardware's depreciation cost. When the entire network doesn't have a significant number of real paying users to support it, the demand for tokens mainly relies on the staking needs of new entrants and market speculation. This means that once the hype fades, all the tokens locked up by nodes will lose liquidity simultaneously, while your GPUs and TPM modules are rapidly aging. $BTC I paid special attention to the portion allocated for the 'Community Development Fund' in the chip distribution. This allocation seems to be for the ecosystem, but its release rate is super slow, and most of it is controlled by early partners and super nodes. Ordinary retail traders can only grab a tiny fraction of the tail end released by super nodes through their daily contributions. A lot of times, you think you’re mining fairly, but you’re just helping others complete the last step of liquidity networking. The smart move isn’t to run your machines 24/7 gambling on the unlock day price, but rather to treat participating in OPG nodes as a low-cost option. When no one in the market is talking about it, quietly get in; when everyone in the plaza is flaunting their profit screens, you need to pull your hands back before they do. #OPG $OPG @OpenGradient