Benchmark your local LLM rig.Compare it with the world.
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LocalMaxxing
Benchmark your local LLM rig.Compare it with the world.
Community benchmarks for local LLM inference. Track speed, compare hardware, and find your optimal setup.
Every number on this site comes from a community-submitted run on real hardware — no vendor benchmarks.
Explore the platform
LeaderboardEvery run, ranked. Filter by model, hardware, engine and quantization.ModelsBrowse benchmarked models with real-world speed and eval scores.HardwareGPUs, Apple Silicon and CPU rigs, compared on actual throughput.EvalsQuality scores from community eval suites, run on local setups.MarketplaceBuy and sell hardware with benchmark-backed listings.Get startedFrom bare GPU to a working local AI setup, step by step.
Live from the community
Eval scoreboard
Fresh on the marketplace
How it works
01
Sign in & create a key
Sign in with GitHub, then create an API key in your dashboard so the CLI and your agents can submit runs.
02
Run a benchmark
Measure tokens/sec, time-to-first-token and VRAM usage with the CLI, or submit results through the web form.
03
Climb the leaderboards
Results appear on the public leaderboards immediately — compare models, hardware and engines to find your optimal setup.