NOVO Inference Submit Letter of Intent →

Pre-Launch · Sub-50ms P50 in internal testing · Reserve $2.00 / 1M Tokens

A leaner alternative
to hyperscaler AI inference pricing.

You're writing five-figure monthly checks to providers who rate-limit you at peak, lock you into proprietary APIs, and price inference like it's still scarce. We're building NOVO Inference to fix that — flat $2.00 per 1M tokens for early partners who sign our non-binding Letter of Intent now (regular rate at general availability: $4.00), sub-50ms P50 latency observed in early internal testing (independent benchmarks to follow at launch), and an OpenAI-compatible API designed for a true drop-in migration.

Submit Letter of Intent → Non-binding · Digitally signed · Instant PDF confirmation
$2.00 per 1M Tokens Pre-Launch Rate via non-binding LOI
GA rate: $4.00
<50ms** P50 Latency Observed in early internal testing
Pre-Launch Status Hardware live, software in active build
1 Line Migration Planned effort to switch base_url

The Problem

What's eating your margin alive.

01

Inference Bills With No Floor

OpenAI at $15/1M on GPT-4o means inference is eating 30%+ of your COGS before you've shipped a feature. As usage scales, the bill scales faster than revenue — and there's no committed rate protecting you.

02

Rate-Limited When It Matters Most

Big providers throttle exactly when your traffic spikes. You built for scale. They built for average load. That gap turns into a P1 incident and a trust problem with customers who depend on your product.

03

Latency You Can't Engineer Around

Shared GPU pools, cold starts, cross-region routing — 200ms+ P99 is baked into every major provider's architecture. Every extra 100ms is a measurable drop in engagement and conversion.

04

Your Prompts Fund Their Next Model

Most hyperscalers retain inference data by default. Your proprietary prompts, business logic, and user interactions are potential training material for the same competitors you're trying to outmaneuver.

The Solution

What we're building for you.
Here's the plan.

Six things our architecture is designed to deliver once we launch.

01

Target: –87% Inference Cost

From $15 to $2.00 per 1M tokens. Flat. Committed. No billing surprises, no per-request minimums. This $2.00 pre-launch rate is reserved when you sign a non-binding LOI today — the planned rate at general availability is $4.00.

02

Sub-50ms P50 Latency

We're building on a high-efficiency unified-memory architecture, with compute already procured and online. In early internal testing on our test environment, we're observing sub-50ms P50 — no shared GPU pool, no cold starts. We'll publish independently reproducible benchmarks ahead of launch.

03

Designed for Zero Rate Limits

Throughput capacity reserved at contract stage is core to how we're architecting the platform. The goal: your traffic spikes are our problem to absorb, not yours to engineer around.

04

Built for a 60-Second Migration

We're building a 100% OpenAI-compatible REST API — change one env var, base_url, and you're live. Same SDK, same streaming, same tool-calling spec, no refactoring. This is in active development now; we'll open access as soon as it's ready.

05

Privacy by Design

Strong data isolation and zero-retention are core principles we're designing the platform around, not features bolted on later. Your prompts and outputs are meant to stay yours. We'll publish full architecture and security documentation as that part of the build ships.

06

Dedicated Engineering Support

Hyperscalers treat you like a ticket number; we treat you like a design partner. Enterprise tier includes direct Slack connect with our core engineering team and a targeted 99.99% uptime SLA. If you have a custom deployment need or architectural question, you speak directly to the engineers building the platform.

Who It's For

Built for builders and businesses.

For Developers

Ship faster.
Pay less. Own your stack.

  • OpenAI-compatible API in active development — change one env var, nothing else breaks
  • Llama 3.1 405B · Mistral Large · Mixtral 8×22B — on our launch roadmap
  • Sub-50ms P50 observed in early internal testing — independent benchmarks to follow at launch
  • Free trial tokens planned for launch — full API access, no credit card required
  • Designed to auto-scale without provisioning — no OOM panics, no cold-start headaches
  • Streaming, function calling, embeddings — full OpenAI feature parity planned
# Planned migration — coming at launch client = OpenAI(   base_url="https://api.novo-inference.com/v1",   api_key="novo-..." )
For Companies & AI-Native Products

Cut inference costs.
Protect your margins.

  • $2.00/1M tokens, reserved now via non-binding LOI (planned GA rate: $4.00) — inference COGS that makes sense at scale
  • Architected for zero rate limits — throughput committed in your SLA, not throttled
  • Zero-retention by design — prompts aren't meant to be logged or used for training
  • SLA terms and uptime commitments published at general availability
  • Built to scale from pilot to enterprise without renegotiation or re-architecture
–87%target vs. GPT-4o list price
<50msP50, early internal testing

Cost Comparison

Where the math is heading.

Our target pricing and architecture goals against today's public list prices.

Provider NOVO (target) OpenAI GPT-4o Anthropic Claude AWS Bedrock
Price / 1M Tokens $2.00* $15.00 $15.00 $8+
P50 Token Latency <50ms** 200ms+ 200ms+ 150ms+
OpenAI-Compatible API
Flat Committed Rate
No Rate Limits (by SLA)
Confidential Computing (Zero-Retention) / Private In-Memory Inference

* Target pre-launch rate reserved via non-binding LOI. Planned rate at general availability: $4.00.
** Observed in early internal testing; independent benchmarks to follow at launch.

Early Access

Digital Letter of Intent.
Non-binding. Instant.

Reserve our $2.00 / 1M Token pre-launch rate now (planned rate at launch: $4.00). We use your non-binding LOI to prioritise onboarding and finalise capacity planning — so you're first in line when we go live.

✓ Non-binding ✓ Reserved Rate: $2.00 / 1M (Planned: $4.00) ✓ PDF by email ✓ Digital signature
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You will receive the signed PDF by email immediately.

A Letter of Intent (LOI) documents genuine intent to cooperate but is legally non-binding and creates no purchase or delivery obligation. Binding agreements require a separate written contract.