Tony

Hardware Virtualization Control Center

Run any AI model on any hardware. Eliminate CUDA dependencies and unlock infrastructure freedom.

NVIDIA H100/A100 Cluster
BOTTLENECK
CUDA Dependency Detected
Current Latency420ms

⚠️ Queue depth exceeding optimal threshold

Compute Cost$12.45/hr

Per-GPU spot pricing (volatile)

CUDA 12.4 RequiredVendor Lock-in
Tony Translation Layer
ACTIVE
Dynamic Compiler Translation
Intermediate Representation Pipeline
IN
OUT
Binary hook interception
Memory pattern analysis
Kernel mapping optimization
98.4%
Compute Efficiency
0
Compat Errors
Heterogeneous Pool
OPTIMAL
Multi-Vendor Execution
AMD MI300X- Pool Alpha
ACTIVE
Latency:42ms
Util:87%
Intel Gaudi 3- Pool Beta
ACTIVE
Latency:48ms
Util:72%
Apple M4 Max- Edge Node
OPTIMIZING
Latency:35ms
Util:65%
Virtualized Cost$2.85/hr

↓ 77% savings vs NVIDIA baseline

The Chip Translator
Interactive Hardware Virtualization Sandbox
SANDBOX
Built with v0