--- title: "Corbenic AI: Less compute. Same answer." description: Galahad installs on the GPU servers you already rent and makes the same hardware do multiples of the work. Every number measured, sha-256 verified. --- [Skip to content](https://www.corbenic.ai/en/#main-content) [![](https://www.corbenic.ai/hs-fs/hubfs/raw_assets/public/corbenic-theme/images/brand/knot@2x.png?width=38&height=38&name=knot@2x.png) Corbenic](https://www.corbenic.ai/?hsLang=en) - [Home](https://www.corbenic.ai/en/) - [Product](https://www.corbenic.ai/en/galahad?hsLang=en) - [Pricing](https://www.corbenic.ai/en/pricing?hsLang=en) - [Savings check](https://www.corbenic.ai/en/savings-check?hsLang=en) - [About](https://www.corbenic.ai/en/about?hsLang=en) [Check your savings](https://www.corbenic.ai/savings-check?hsLang=en) ![Corbenic AI (1)](https://www.corbenic.ai/hs-fs/hubfs/Corbenic%20AI%20(1).png?width=257&height=257&name=Corbenic%20AI%20(1).png) For companies running LLMs on their own servers # Stop paying # twice for the same answer. Galahad spots when your model is about to redo work it already did and skips it. Same output, byte-for-byte. If you run your own model, Galahad saves you up to 98% on compute cost.  [Check your savings](https://www.corbenic.ai/en/savings-check?hsLang=en) [See the benchmarks](https://www.corbenic.ai/en/#proof) every number measured · sha-256 verified · works with the model you already run galahad verify --exact ``` galahad reuse --model gemma-4-12b --ctx 64kmerlin lookup ................. 1.4 µs HITtaliesin graft ................. 0 tokens recomputedsha-256 a3f9c1..8e2d expectedsha-256 a3f9c1..8e2d actualbit-exact match — 0 divergent bytescost -60% · answer identical ``` NO HARM IN TRYING ## All our claims are proven, but test it yourself! ### Free scoping call Wrong fit? We say so and part as friends. ### Measured pilot We prove it on your own servers, with clear success criteria set upfront ### No lock-in Your data never leaves your infrastructure. Cancel anytime. ## Your GPU bill, measurably smaller. −80% Typical cut to your monthly server bill, on the hardware you already rent. Proven numbers 0 Generation tokens on work already proven. The answer returns byte-identical. 180/180 across nine problem families 8.8× Faster 64K-context loads, bit-exact. Verified across four model vendors. sha-256 · 25/25 byte-equal −82% Cost per repeated query in RAG and agent loops. Break-even from the second query. measured · 5.5× faster ## Stop building bigger models. Build the layer below. Per-server cluster licensing · pilots that measure before you commit [Check your savings](https://www.corbenic.ai/savings-check?hsLang=en) [sales@corbenic.ai](mailto:sales@corbenic.ai) ![](https://www.corbenic.ai/hs-fs/hubfs/raw_assets/public/corbenic-theme/images/brand/knot.png?width=34&height=34&name=knot.png) Corbenic [mailto:email@email.com](mailto:email@email.com) Product - [Galahad](https://www.corbenic.ai/en/galahad) - [Galahad GitHub](https://github.com/corbenicai/galahad) Company - [Corbenic AI](https://www.corbenic.ai/en/about) Contact [sales@corbenic.ai](mailto:sales@corbenic.ai) © 2026 Corbenic AI, Inc. · Delaware C-Corp [Privacy](https://www.corbenic.ai/privacy?hsLang=en) [Terms](https://www.corbenic.ai/terms?hsLang=en)