…It's worth noting that for routine back-and-forth tasks, I saw almost no productivity gain over Opus 4.8. Fable 5 was expensive and burned through many tokens. For the…
…And if I wasn't running local LLMs on a GPU I'd already paid for, I would have genuine anxiety about token costs. API pricing is variable and volatile, and there…
…It's a constant trade-off between quality and speed, and it's one that I've largely accepted as the cost of keeping my inference local. Google's new Gemma 4…
…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…
…Lastly, Intel confirmed that new features are coming to its vPro business security and fleet management platform, including AI-driven analytics to better diagnose device issues and various security enhancements. Related GNOME…
Mahnoor Faisal Apr 13, 2026, 4:30 PM EDT Mahnoor Faisal is a tech journalist covering AI and productivity tools with bylines at XDA , SlashGear , MakeUseOf , Laptop Mag , and Android Police . She…
…Both the quality of responses and the tokens per second you could generate remained vastly inferior in the initial local AI days, forcing the average user to stick to their free tier…
…Related I use Claude Code and Codex together, and the combination does something neither can do alone Match made in heaven. I stopped optimizing for “smarter” I always thought the best AI…
…Downloadable and usable with your choice of LLM server You can run Gemma 4 on your phone via the Google AI Edge Gallery app , or on PCs with Ollama , vLLM , llama.cpp…
…I’d been reading a lot about it, and since I was already dabbling with a local and self-hosted productivity stack, local AI seemed like the next step to try. I…
