Predict exact memory requirements for any model architecture and quantization level.
Automatically suggest the best GGUF or EXL2 quantization to fit your specific GPU.
Optimize context window sizes to prevent OOM crashes during long-form generation.
Deep-scan your local CUDA/ROCm environment for hidden bottlenecks.
| Deployment | Monthly Cost | Privacy |
|---|---|---|
| Cloud (Sonnet/GPT-4) | $110.00/mo | External |
| Local (via localfit) | $1.30/mo* | Absolute |
*Estimated electricity cost for 24/7 idle RTX 3090