Headroom vs Locaible

It also checks your driver for the subgroup bug that makes some in-browser LLMs produce garbage.

Point Cursor or Continue.dev at Locaible's local OpenAI-compatible API on 127.0.0.1:11435. Get pre-tuned coding agents, per-project context and zero token bills, your code...

About Headroom

It also checks your driver for the subgroup bug that makes some in-browser LLMs produce garbage. One outbound request: ~0.4 MB of public model metadata to derive bytes per token, no run data attached. Projections are measured read bandwidth ÷ bytes touched per token, at empty context; derived manifests make bytes-per-token exact, estimates fall back to an honest band. Real engines land below the ceiling; the gap is engine overhead (see methodology). Runs the transformers.js WebGPU path on the exact model your ceiling is quoted for ( onnx-community/gemma-4-E2B-it-ONNX.

About Locaible

Point Cursor or Continue.dev at Locaible's local OpenAI-compatible API on 127.0.0.1:11435. Get pre-tuned coding agents, per-project context and zero token bills, your code never leaves your machine. Use Cursor & Continue.dev with local Ollama agents, Locaible . Point Cursor or Continue.dev at it and your AI runs entirely on your machine, with pre-tuned coding agents from the Marketplace. Atlas (legal), Code Reviewer (OWASP-aware), Tech Support (L2/L3 runbooks) appear as 'models' in Cursor's dropdown.