alluv specialist LLM hosting

Pre-launch preview

Open-weight models,
on hardware you can point at.

alluv is a specialist host for open-weight large language models. Dedicated GPU capacity, isolated lanes, and published measurements instead of marketing curves.

Read the current status What is hosted

alluv logo — a six-petal mark in pastel blue, green, violet, yellow, pink and orange above the wordmark alluv

What alluv hosts

A narrow, deliberate catalogue. Specialisation is the product: fewer models, known behaviour, no surprise rate limits.

  • Open-weight models

    Instruction-tuned open-weight models in the 30-billion-parameter class, served with a current inference server and an OpenAI-compatible API surface.

  • Dedicated GPU lanes

    Each lane is a booked slice of specific GPUs, not a shared pool. Bounded concurrency with honest queueing is preferred over silent oversubscription.

  • Data residency

    Hosted in Europe. Prompts and completions are not used to train models and are not handed to third-party inference providers.

What a lane will be specified by

Nothing on this page is a benchmark result. When numbers appear here, each one will come from a recorded measurement run on the exact hardware and configuration offered.

  • Output tokens per second and prompt tokens per second, reported separately
  • Time to first token and time per output token, including per-user lower percentiles
  • Aggregate throughput at stated concurrency, not a single-stream headline
  • Board power and whole-server wall power, with joules per output token
  • Queue behaviour and overflow handling once a lane is saturated
  • Context length and KV-cache capacity for the exact served build

Figures are published only after the measurement passes review. Until then this section stays descriptive — deliberately.

Status

Availability
Pre-launch. No general availability, no accepting self-service signups.
Pricing
Not published yet.
Measurements
Not published yet. Nothing on this page is a benchmark result.
Website
alluv.ai
Legal notice
Imprint and privacy disclosure published. A full privacy statement for the hosting service itself follows before launch.

Contact

E-mail: info@4rce.com. Legal details are in the imprint.