# Your page scores 65 out of 100 for sameness against the 4 competitors you named.

Most of what your page says, Nscale says too — the overlap is heaviest in the benefits you promise.

- **Your page:** https://radiant.co/
- **Compared against:** nebius.com (nebius.com), Nscale (nscale.com), Crusoe (crusoe.ai), Lambda (lambda.ai)
- **Sameness Index:** 65 — Mostly the same
- **Ownable share:** 11% (of 17% distinctive)
- **Report:** https://grader.wynter.com/c/radiant-co-rH9lJ3Y

**How you compare · vs 366 SaaS sites** — 9 points more same than the average SaaS site. The average SaaS site scores 56; you scored 65. You are less same than 102 of the 366 SaaS sites. The best-differentiated site in the set is at 6.
_A single check can move several points between runs; the benchmark averages up to eight sites per category._

## 1. Sameness Index

| Category | Weight | Score | What it means |
| --- | --- | --- | --- |
| Messaging | 30% | 69 | The most expensive kind of sameness. A buyer cannot tell what job you do that the others do not. |
| Claims | 30% | 88 | Every shared claim is a line already read on another tab. Cut the ones nobody owns and spend the space on something they cannot. |
| Features | 15% | 79 | Expected in a mature category, and the least alarming of the six. Feature parity is normal; leading with it is the mistake. |
| Proof | 10% | 34 | Same kinds of proof as everyone means the proof stops working as proof. It is scored on the kind of evidence, not on which customers are named. |
| Structure | 10% | 0 | The generic SaaS template — hero, logos, three-feature grid, testimonial, CTA. Familiar is not the same as memorable. |
| Visual | 5% | 44 | Weighted lowest on purpose: buyers rarely decide on this. Worth knowing, rarely worth fixing first. |

**Mostly the same** — Most of your claims are also theirs. Only the details differ.

## 2. Closest competitors

| Competitor | Echoes your claims |
| --- | --- |
| Nscale | 94% |
| Crusoe | 82% |
| Lambda | 76% |
| nebius.com | 28% |

_Measured from your side: the share of what YOU say that each competitor also says, weighted by where you put it. This is not a Sameness Index — a competitor can echo most of your page and still score low on its own index by saying a great deal you do not._

## 3. Ownable share

**The share of your own page's claim space that is yours to keep.** This is not the inverse of the Sameness Index — it is measured on your claims alone, so the two do not add up to 100 and are not meant to.

11% of your page is unique, relevant and defensible. That is real, and it is a minority of what you say.

- **Distinctive message share:** 17% — prominent space spent on claims no competitor makes.
- **Ownable share:** 11% — the part of that which is also relevant to how buyers choose and hard to copy.

## 4. Where you sound like everyone else

Most of your set makes each of these and you are spending prominent space on them, ranked by how much. **These are not necessarily lines to delete** — some of what a page has to say is unavoidably shared, and claims about what kind of product you are were left out of this list for exactly that reason. The question each one raises is whether it has earned its space.

- **named customers and leading labs as proof** (Hero, 75% of the set) — also on nebius.com, Nscale, Lambda
  - _"Trusted by technology giants."_
- **partnerships with NVIDIA and industry leaders** (Hero, 75% of the set) — also on Nscale, Crusoe, Lambda
  - _"Partnered with nations."_
- **high-performance GPU, storage and networking hardware** (Section, 100% of the set) — also on nebius.com, Nscale, Crusoe, Lambda
  - _"AI Hardware: Engineered as one machine."_
- **managed compute you can self-serve quickly** (Section, 100% of the set) — also on nebius.com, Nscale, Crusoe, Lambda
  - _"Managed Compute: Dedicated bare metal and tenant-isolated virtual machines, GPU-attached and ready in minutes."_
- **managed compute you can self-serve quickly** (Section, 100% of the set) — also on nebius.com, Nscale, Crusoe, Lambda
  - _"Managed Services: Compute delivered as a primitive."_
  - Said your way: nobody else makes this exact claim, but everyone occupies the territory.
- **scales elastically to massive GPU clusters** (Section, 100% of the set) — also on nebius.com, Nscale, Crusoe, Lambda
  - _"All managed by FlightDeck and scaling from 10K to 100K+ GPUs."_
  - Said your way: nobody else makes this exact claim, but everyone occupies the territory.
- **partnerships with NVIDIA and industry leaders** (Section, 75% of the set) — also on Nscale, Crusoe, Lambda
  - _"As an NVIDIA Cloud Partner, Radiant designs and operates AI Factories on the latest NVIDIA architectures, including Blackwell and Rubin."_
- **vertically integrated full-stack AI infrastructure** (Section, 75% of the set) — also on Nscale, Crusoe, Lambda
  - _"Multiple paths, one platform, one vendor."_

## 5. Buried gold

Nothing buried — every unique, relevant claim is already prominent.

## 6. Claim inventory

| Claim | Type | Placement | Common | Sayability | Relevant | Ownership |
| --- | --- | --- | --- | --- | --- | --- |
| Category positioning as superintelligence/AI-power provider | category | Hero | 75% | anyone | no | Commodity |
| Trusted by leading AI labs and enterprises | proof | Hero | 75% | anyone | yes | Commodity |
| Partnerships with AI and infrastructure leaders | proof | Hero | 50% | anyone | no | Contested |
| Vertically integrated full-stack AI infrastructure platform | category | Hero | 50% | some | yes | Contested |
| Dense GPU systems with fast storage and networking | quality | Section | 75% | some | yes | Commodity |
| Bare metal and isolated VMs provisioned in minutes | capability | Section | 50% | some | yes | Contested |
| Managed compute delivered via one API/self-service | capability | Section | 0% | anyone | yes | Unique for now |
| Scales from 10K to 100K+ GPUs under one control plane | capability | Section | 0% | some | yes | Unique and owned |
| Full-lifecycle operational ownership and design expertise | capability | Section | 25% | some | yes | Contested |
| NVIDIA partner running latest NVIDIA architectures | proof | Section | 25% | some | yes | Contested |
| Single vendor, one platform across all layers | quality | Section | 25% | some | yes | Contested |
| Below-market power economics lowers cost | outcome | Section | 50% | some | yes | Contested |
| Owned, vertically integrated energy generation portfolio | capability | Section | 50% | some | yes | Contested |
| Owns powered land and datacenter shells | capability | Section | 0% | some | yes | Unique and owned |
| Backed by a large capital pool / major investor | proof | Section | 25% | some | yes | Contested |

## What we compared

- **Radiant** (your page) — https://radiant.co/
- **nebius.com** — https://nebius.com/
- **Nscale** — https://www.nscale.com/
- **Crusoe** — https://www.crusoe.ai/
- **Lambda** — https://lambda.ai/

## What this does and does not tell you

An AI read each page and wrote down the claims it makes, then grouped the claims that say the same thing. **No score in this report was written by a model** — every number is computed from those groupings in our own code, with the weights shown above.

## The only way to know if it matters

This report can tell you where your messaging overlaps. It cannot tell you whether a buyer would care, or which of your reasons to buy actually land. Put the page in front of real B2B buyers in your target market and ask them.

[Test it with real buyers](https://wynter.com)