Run ROLV on your hardware. No install. Real weights. Signed SHA-256 result emailed to you.
Pick a model. We download real HuggingFace weights to our benchmark server, run both the standard Intel MKL baseline and ROLV on identical inputs, and email you a cryptographically signed result you can verify and share. Takes a few minutes. Works on any device.
Live benchmark
Your device vs ROLV. Side by side. Right now.
The same server runs both standard matrix multiply (Intel MKL, the industry baseline) and ROLV on identical inputs — same hardware, same matrix, same iteration count. The left panel shows what every AI system runs today. The right panel shows ROLV. Both signed and explained.
Your hardware — this machine runs the baseline
Result is signed in your name and emailed when complete — you don’t need to stay on this page. Both required. Saved on this device so you don’t have to re-enter next time.
Benchmark server: 8 vCPU · 32 GB RAM · CPU-only · shared with other visitors ·
a fraction of the NVIDIA H200/B200 hardware where ROLV delivers 100×+ speedups
Live demo to date — results from real visitors
89.1%
Mean energy saved
92
Total runs
201×
Best peak observed
45×
Mean peak
10
Distinct models
7
Countries
Windows, macOS, Linux, Android, iPhone · 2–12 cores · every run signed with SHA-256 + perturbation test · 9/9 PASS on every successful run
No need to wait. Watch it run live if you want, or close the tab and check your inbox — the signed result is emailed to you when complete either way. Typical benchmark takes 10–15 minutes; you’ll get the email when ready.
Downloaded directly from HuggingFace public repositories. The same files any researcher can download and verify independently. Not synthetic. Not estimated.
Verified against standard output
ROLV output is compared against Intel MKL on every test case. Results match within floating-point precision on all 9/9 tests.
What the SHA-256 signature means
A cryptographic fingerprint computed from your inputs and outputs. If any number were fabricated, the hash would not match. Your signature is unique — it cannot be copied from another run.
Perturbation test
One weight changed by 0.001, ROLV runs again, output must change. Proves live computation on real weights — not a cached answer.
Try another model
Free · no install · works on any device · results signed and verifiable
After the demo
See the full validated portfolio.
The demo above runs on a small cloud CPU. Production hardware delivers 10×–100× more. The full report covers H200, B200, MI300X, A100, Xeon, EPYC, ARM — 2,444 verified cases across 8 platforms.