Claude, ChatGPT, and Gemini get all the hype, but the most interesting AI models are coming from elsewhere
…At $1.30 per million input tokens and $7.80 per million output tokens, it's also a fraction of the cost of Claude Opus 4.6 or GPT-5.4. Like…
…At $1.30 per million input tokens and $7.80 per million output tokens, it's also a fraction of the cost of Claude Opus 4.6 or GPT-5.4. Like…
…The biggest con for me was the cost and token usage. Because it reads so much context to be accurate, you can burn through your limits quickly if you aren’t careful…
…model's parameters per token, and deliver a quality of output that was previously only accessible through larger, denser models at a fraction of the memory cost. The result is that my…
…Accounting for the rest of the system, the total power draw of your local AI workstation becomes approximately 400W. So, your per-month cost of managing your AI workloads locally becomes 400W…
…An economic model that only costs you a little effort Regrettably enough, the most common reason cloud AI subscribers shy away from local models is a combination of perceived complexity along the…
…1.0x to 1.35x more tokens than Opus 4.6. In other words, the exact same prompt you were running before could now cost you up to 35% more. And that…
…When you can get the quality of a massive, dense model without the VRAM overhead that used to come with it, it genuinely changes the cost-benefit calculation of local AI hardware…
…Fable 5 was already difficult to justify economically The shutdown came before the subscription cutoff Fable 5 cost $10 per million input tokens and $50 per million output tokens, double Opus 4…
…limits, which is why I tend to keep the extended token usage disabled. The productivity angle here is pretty straightforward. Most AI tools start losing the thread as a conversation gets longer…
…but they also consume significantly more tokens. Lighter models like Haiku are more efficient for everyday tasks, whereas Sonnet is a good balance between cost and capability. The real benefit of the…