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Honestly, the question of which ASIC is the most profitable isn't about a single model, but about what you want to mine and how much you're willing to invest. I've been in this field for several years, and here's what I've noticed: if you're serious about Bitcoin, you should look at top-tier models. For example, the S23 Hyd from Bitmain is a beast, offering 580 TH/s at 9.5 J/T. Released earlier this year, and I immediately realized it's a flagship for large farms. It costs $17,400, but if you consider the long-term, it pays off.
If your budget is smaller, the S21 is a pretty good option. 200 TH/s, priced around $4,600, with decent energy efficiency. Perfect for beginners or those looking to expand their setup.
And if you want maximum profit right now, look at altcoins. The KS5 Pro for Kaspa is currently one of the most profitable ASICs on the market. 21 TH/s, though its energy efficiency is (150 J/T), but Kaspa is mined in a way that it pays back quickly. However, it costs $15,000.
There are also interesting options from other manufacturers. The WhatsMiner M66 from MicroBT offers 247 TH/s for $4,767. It has immersion cooling and runs stably. Not as fancy as Bitmain, but reliable.
For Scrypt (Litecoin and Dogecoin), the Antminer L9 is available. 16 GH/s, originally priced at $5,584, but already sold out. If you find one secondhand, grab it.
For Monero, there's the X5 — 212 KH/s for $2,999. An interesting choice if you believe in Monero.
General rule: which ASIC is most profitable depends on current cryptocurrency prices and network difficulty. Bitcoin is tough right now, with serious competition. Kaspa looks more attractive in terms of ROI, but that could change. The main thing is to calculate your numbers before buying: equipment cost, electricity prices, current difficulty. Only then will you understand what is truly profitable for you.