Choose the starting point
Bring your own model, start with one of ours, or discuss a new model for the job. Define the result you need and the workload it needs to serve.
Exclusive model hosting / lossless optimization
Exclusive model hosting / always losslessFaster inference.
Always lossless.
Our models. Your models. Something entirely new. We optimize for the result you need, then host the model in a black box exclusively for you to use. You get the capability. Our proprietary lossless methods stay behind it.
The advantage behind the compute
Frontier Intelligence eXploration
01 / Observed performance
21–53% faster.
Always lossless.
21—53%
Lossless inference speed improvements in internal testing.
Observed across Qwen 3, Gemma 4, GPT-OSS, and other models. The range spans tested configurations; it is not a promise for every model, device, or workload.
BASELINE100
WITH OBSERVED SPEED-UP121—153
Normalized illustration of the reported range.
Not a per-model benchmark.
Latest internal result / Gemma 4
Lossless inference. Measured progress.
+50.73%inference speed increase
Qwen 3Gemma 4GPT-OSSAnd other model families
02 / The starting point
Think ahead.
Verify what matters.
Language models usually generate a response one token at a time. Speculative decoding changes the rhythm: a faster path proposes several tokens, and the target model verifies them together.
When the proposal is a good fit, more useful work gets done in each step. The target model remains the authority. Our research asks how to make that process more efficient—and what comes next. Every approach has the same non-negotiable requirement: lossless execution.
Inside the approach01 / PROPOSE AHEAD
t₁t₂t₃t₄t₅
02 / TARGET MODEL VERIFIES
t₁t₂t₃……
Advance where the model agrees. Continue from a verified result.
Conceptual illustration, not a trace from a measured run.
03 / Compute, built around you
Your model. Our methods.
Exclusively yours to use.
Achieve the result
We apply our research and proprietary methods to optimize the model against the agreed objective. Performance is evaluated on your workload. Every optimization is lossless.
Use it exclusively
We host your optimized model as a black-box service exclusively for you. You use the resulting model through an agreed service interface; the underlying optimization methods stay inside fix8.
04 / Start a conversation
Ours. Yours.
Something new.
Tell us what you want the model to achieve. We’ll discuss the model, the optimization objective, and exclusive hosting built around your needs.
Discuss your modelYOUR EXCLUSIVE MODEL.
OUR PROPRIETARY METHODS.
ALWAYS LOSSLESS.
OUR PROPRIETARY METHODS.
ALWAYS LOSSLESS.