The fastest open models.
Rewritten to bare metal.
Most cloud providers run stock vLLM or SGLang, leaving 50–70% of GPU compute on the table. MetalOps deploys autonomous performance agents that rewrite kernels, layout memory, and maximize HBM saturation on real silicon.
Drop-in OpenAI & Anthropic compatible API for
Autonomous Kernel Speedups
Autonomous SASS fusion + persistent speculative drafting tree.
Fine-grained expert routing compiled straight to hardware interconnects.
Coalesced KV-streaming directly through on-chip register caches.
AI Agents Optimizing Silicon Run-Times
Workload Profiling
Our optimization agents trace execution pipelines under live agentic prompts to detect GPU stalls, PCIe memory thrashing, and uncoalesced memory reads.
Autonomous Kernel Synthesis
MetalOps rewrites Triton and low-level GPU machine instructions directly, testing thousands of tile dimensions and SRAM layout iterations in parallel.
Direct Silicon Serving
Compiled kernels are deployed instantly across bare-metal GPU clusters without downtime, feeding tokens into your agent loop at hardware wire speed.
MetalOps Pass
Stop worrying about runaway token bills while running continuous agent loops. One subscription, one API key, all optimized models.
Designed for solo developers running local coding agents daily.
- ✓ 1,000 requests every 5 hours
- ✓ Access to every Turbo model
- ✓ Drops into Claude Code & Cline
- ✓ Instant speculative decoding
For engineers working against production and proprietary codebases.
- ✓ 2,500 requests every 5 hours
- ✓ Guaranteed Zero Data Retention (ZDR)
- ✓ Dedicated bare-metal priority lane
- ✓ Enterprise SLA & uptime guarantee