Hi everyone,
Long-time Mac user here, supporting the ecosystem since 2009.
I work in Digital Visual Effects and have been looking to dive deeper into Machine Learning and training workflows. Lately, though, it feels like Mac systems are falling behind Windows-based workstations when it comes to handling serious workloads.
Am I on the right track with this assumption? My entire pipeline is built around macOS, so switching to Windows would be a major shift. But at the same time, I can’t afford to fall behind, especially as so many tasks are now driven by training models and GPU-intensive processes.
The Mac Pro is a beautiful machine, but with Apple Silicon’s lack of support for external GPUs, it feels limiting. The iMac Pro is rumored, but nothing concrete has surfaced. The Mac Studio is solid, but it still can’t match Nvidia’s offerings in performance.
What’s the community consensus? Should I seriously consider transitioning to Windows, wait a bit longer to see if Apple makes a move, or is there hope for better support from Apple in the near future?
Thanks for your insights!
Long-time Mac user here, supporting the ecosystem since 2009.
I work in Digital Visual Effects and have been looking to dive deeper into Machine Learning and training workflows. Lately, though, it feels like Mac systems are falling behind Windows-based workstations when it comes to handling serious workloads.
Am I on the right track with this assumption? My entire pipeline is built around macOS, so switching to Windows would be a major shift. But at the same time, I can’t afford to fall behind, especially as so many tasks are now driven by training models and GPU-intensive processes.
The Mac Pro is a beautiful machine, but with Apple Silicon’s lack of support for external GPUs, it feels limiting. The iMac Pro is rumored, but nothing concrete has surfaced. The Mac Studio is solid, but it still can’t match Nvidia’s offerings in performance.
What’s the community consensus? Should I seriously consider transitioning to Windows, wait a bit longer to see if Apple makes a move, or is there hope for better support from Apple in the near future?
Thanks for your insights!