Iris.ai vs TurboQuant
Iris.ai vs TurboQuant, compared side by side on 10 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Iris.ai is on 58/100 and TurboQuant on 24/100.
Where each one leads
Iris.ai
- our overall score: 58/100 against 24/100
TurboQuant
- domain rating: 97/100 against 60/100
At a glance
| Measure | Iris.ai | TurboQuant |
|---|---|---|
| What it is | AI knowledge foundation for regulated enterprises, turning complex data into AI you can trust. | Google Research's AI compression algorithm that drastically reduces LLM memory requirements by compressing the KV cache. |
| Category | AI Foundation & Compute, Agentic AI, RAG, Foundation Model | AI Foundation & Compute, Large Language Model, Generative AI, Transformer Architecture |
| Sells toBusiness model | B2B | Not published |
| Offering | Software | platform | Software |
| Founded | 2015 | Not published |
| Headquarters | Oslo, Norway | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Iris.ai | TurboQuant |
|---|---|---|
| Employees | 40 | Not published |
| Headcount growthLast 12 months | -25.9% | Not published |
| Total funding | $10.4M | Not published |
| Latest round | Series A | Not published |
| LinkedIn followers | 10,536 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Iris.ai | TurboQuant |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 58/100 | 24/100 |
| Traction | 51/100 | Not published |
| Team | 70/100 | 60/100 |
| Search visibility | 32/100 | 14/100 |
| Quality | 62/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | D (46/100) |
| Domain ratingLink authority, 0-100 | 60/100 | 97/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Iris.ai | TurboQuant |
|---|---|---|
| Hosting | AWS | Not detected |
| CMS | Ghost | Not detected |
| Frameworks | Angular, Tailwind CSS | Not detected |
| Open source | No | Yes |
What users say
| Measure | Iris.ai | TurboQuant |
|---|---|---|
| Reddit sentimentThreads we track | Not published | 2 positive, 2 negative across 6 threads |
“Got MTP + TurboQuant running — Qwen3.6-27B -- 80+ t/s at 262K context on a single RTX 4090. So I've been messing around trying to get MTP working alongside TBQ4_0 (TurboQuant's lossless 4.25 bpv KV cache) on Qwen3.6-27B for my own use. So a”r/LocalLLaMA
Iris.ai vs TurboQuant: common questions
Which is better, Iris.ai or TurboQuant?
On our 0-100 score Iris.ai rates higher (58/100 against 24/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 10 data points above: read the rows that match what you are buying for.
How do Iris.ai and TurboQuant compare on the numbers?
Iris.ai leads on our overall score (58/100 against 24/100). TurboQuant leads on domain rating (97/100 against 60/100).
What do real users say about Iris.ai and TurboQuant?
TurboQuant: 2 positive and 2 negative mentions across 6 Reddit threads we track, mostly in r/LocalLLaMA.
Read the full Iris.ai review and pricing or the TurboQuant review and pricing. You can also browse other Iris.ai alternatives we track.