free tools · no signup
Tools for running AI
on hardware you own.
Calculators and utilities we built for ourselves while building Wide Area Intelligence. All free, all run in your browser, none require an account.
[ sizing ]
LLM VRAM Calculator
How much memory does that model really need? Weights + KV cache + overhead, for any model, quant, and context length.
open tool →
[ compatibility ]
Can I Run It? — AI Edition
Pick your GPU and find out which models run great, which barely run, and how fast — before you download 20GB.
open tool →
[ compatibility ]
What GPU Do I Need?
Pick a model — Llama, Qwen, DeepSeek — and see the minimum GPU that runs it well, with every card ranked by fit and speed.
open tool →
[ cost ]
Cloud API vs Your GPU
What your usage costs on OpenAI / Anthropic / Google vs the electricity to run it on hardware you already own.
open tool →
[ models ]
GGUF Quantization Picker
Search any Hugging Face model and see exactly which quantization file fits your GPU — with download links.
open tool →
[ models ]
AI Model Comparison Tool
Find practical alternatives to GLM 5.2 Q1 by comparing active parameters, context, quantization, hardware fit, and benchmark evidence.
open tool →
[ sizing ]
Context Window Memory Calculator
KV cache memory grows with every token of context. See exactly what 8k → 128k costs for any model.
open tool →
[ cost ]
GPU Power Cost Calculator
What does running your GPU 8 hours a day actually cost? Electricity math by GPU, region, and duty cycle.
open tool →
[ setup ]
Coding Agent Setup Generator
Qwen Code, Aider, Continue, Cline — pick your tool and model, get the exact config to run it on your own hardware.
open tool →
[ reference ]
OpenAI Compatibility Matrix
Which OpenAI API features work on llama.cpp, Ollama, vLLM, and Wide Area Intelligence — endpoint by endpoint.
open tool →