Start free with unlimited nodes. Upgrade when you need continuous optimization.
Production-grade tooling for teams of any size. This is not a trial — it's the foundation.
The full optimization engine. JEPA learns your hardware and continuously tunes every workload.
For organizations with large heterogeneous fleets and strict compliance requirements.
| Feature | Community | Professional | Enterprise |
|---|---|---|---|
| Managed Nodes | Unlimited | Up to 50 | Unlimited |
| Dashboard & Monitoring | ✓ | ✓ | ✓ |
| Job Routing | ✓ | ✓ | ✓ |
| Credential Vault | ✓ | ✓ | ✓ |
| AMD GPU Probe (one-time) | ✓ | ✓ | ✓ |
| Continuous Optimization | — | ✓ | ✓ |
| NVIDIA / CPU / FPGA | — | ✓ | ✓ |
| JEPA Model Training | — | ✓ | ✓ |
| Auto-Tuning | — | ✓ | ✓ |
| Codex Diagnostics | — | ✓ | ✓ |
| Multi-GPU Orchestration | — | — | ✓ |
| Custom SLA | — | — | ✓ |
| Support | Community | Email (24h) | Priority + Phone |
Graceful degradation. Your dashboard, job routing, credential vault, and AMD GPU probe continue working on the free tier. Only continuous optimization, JEPA training, and multi-hardware support pause until you renew. No data is lost, and no functionality is bricked.
Yes. Mesh Optimizer runs entirely on your infrastructure. There is no cloud dependency, no telemetry phone-home, and no external data transmission. Your hardware data, behavior atlases, and JEPA models never leave your network. License validation uses offline-capable tokens.
There is no catch. Our AMD GPU optimization findings are open source — we believe performance knowledge should be shared. The free tier includes a real dashboard, real job routing, and real hardware probing. We make money when teams need continuous optimization across heterogeneous fleets, not by gatekeeping fundamentals.
Absolutely. Every Professional subscription starts with a 14-day free trial. No credit card required. You get the full feature set from day one — continuous optimization, JEPA training, all hardware types. If you decide it's not for you, you automatically drop to the Community tier with no interruption.
A "node" is any machine running the Mesh agent that you want continuously optimized. You only pay for nodes on Professional optimization — dashboard-only nodes (monitoring without optimization) are free. Multi-GPU machines count as one node. You can add or remove nodes at any time, billed pro-rata.
AMD RDNA3 GPUs (free tier probe), NVIDIA GPUs (RTX, Quadro, Tesla families), Intel and AMD CPUs (Xeon, EPYC, Ryzen, Core), Xilinx FPGAs, and DDR4/DDR5 memory subsystems. We continuously expand hardware support based on community demand.
Start with the free tier. No credit card, no time limit, no catch.