Shared benchmark profile locked. Preparing the measured pass.
Shared benchmark profile lockedPreparing measured pass
VERIFIED LOCAL AI BENCHMARKINGBenchmark your
Benchmark your
GPU for
local AI.
Run one benchmark on your machine. VRAM Check scans the hardware, measures a real inference pass, and returns a report you can actually use.
Verified-firstShared benchmark profile
One measured run becomes a report: what fits now, what hits the wall first, and what upgrade actually changes the outcome.
Inference benchmark preview
The Inference Leaderboard
See who leads the field.
Then see what it takes.
Verified runs land under one shared benchmark profile, so the board reads like a real competitive field instead of a loose benchmark dump.
Competitive arena Live production field
United States holds the current top score under the shared benchmark profile.1% ahead of #2. One verified run gives you the same field position, report, and reference point the board is using right now.
How one benchmark turns into a decision
One run.
Four answers.
The score matters, but the value is the sequence after it: what fits now, what hits first, and what actually changes the result.
Run the shared benchmark
One local run measures your actual machine under the same rules used for every public result.
Measured on your machineSee what feels comfortable
The report shows which models still feel clean today before the experience starts getting tight.
A practical fit, not just a scoreSee what hits the limit first
You see whether memory or speed becomes the first real limit on this build.
The first wall shows up earlySee the next upgrade that matters
The report points to the first hardware step that materially changes what you can run.
The next move with real payoffYour compatibility brief
See what your build can handle.
Then the step worth paying for.
One measured run should show what feels comfortable today, what gets tight first, and which hardware step actually changes what you can run.
Measured briefShared benchmark profile on a Windows desktop build.
One report turns raw throughput into a practical ceiling, a visible limit, and a better next step.
Comfortable 8B local work
These are the models that fit cleanly before the experience starts getting tight.
Llama 3.1 8BA safe first local model
Qwen 2.5 7BStrong for chat and coding
Qwen 2.5 14BVRAM before compute
Memory gets tight here before raw speed becomes the real issue.
24 GB opens practical 32B use
This is the first hardware step that materially changes the ceiling instead of just adding more margin.
TodayLlama 3.1 8B
After upgradeDeepSeek 32B
Example output shown here. Your real ceiling still comes from your own measured hardware.
Ready to benchmark your build?
Run one benchmark.
Leave with a clear answer.
Download the CLI, run the shared benchmark once, and leave with a report you can use for buying, tuning, or your next upgrade.
Free downloadNo accountRuns locallyPublic result optional
What you get backFit today, first wall, next meaningful upgrade.
Run onceOne verified local benchmark on your own machine
See clearlyWhat fits now, what hits the wall, and what changes next
Use it forBuying, tuning, and sharing