Espresso AI vs Iris.ai
Espresso AI vs Iris.ai, compared side by side on 20 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: Espresso AI is on 56/100 and Iris.ai on 58/100.
Where each one leads
Espresso AI
Leads on none of the measures we hold for both companies.
Iris.ai
- agent readiness: 49/100 against 44/100
- domain rating: 60/100 against 39/100
- headcount: 40 against 16
- LinkedIn following: 10,536 against 1,738
At a glance
| Measure | Espresso AI | Iris.ai |
|---|---|---|
| What it is | Optimizes Snowflake queries using LLMs to reduce cloud compute costs. | AI knowledge foundation for regulated enterprises, turning complex data into AI you can trust. |
| Category | AI Foundation & Compute, Large Language Model, Generative AI, AI Tools & Apps | AI Foundation & Compute, Agentic AI, RAG, Foundation Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software | platform |
| Founded | 2023 | 2015 |
| Headquarters | New York, United States | Oslo, Norway |
| Status | Active | Active |
Size, funding and growth
| Measure | Espresso AI | Iris.ai |
|---|---|---|
| Employees | 16 | 40 |
| Headcount growthLast 12 months | Not published | -25.9% |
| Total funding | $11.0M | $10.4M |
| Latest round | Seed | Series A |
| Valuation | $110M | Not published |
| LinkedIn followers | 1,738 | 10,536 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Espresso AI | Iris.ai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 56/100 | 58/100 |
| Traction | 48/100 | 51/100 |
| Team | 70/100 | 70/100 |
| Search visibility | 37/100 | 32/100 |
| Quality | 62/100 | 62/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (44/100) | D (49/100) |
| Domain ratingLink authority, 0-100 | 39/100 | 60/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Espresso AI | Iris.ai |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Cloudflare | Not detected |
| CMS | Webflow | Ghost |
| Frameworks | Jquery | Angular, Tailwind CSS |
| Analytics | Google Tag Manager, Hotjar, Linkedin Insight | Not detected |
Espresso AI vs Iris.ai: common questions
Which is better, Espresso AI or Iris.ai?
On our 0-100 score Iris.ai rates higher (58/100 against 56/100). 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 20 data points above: read the rows that match what you are buying for.
How do Espresso AI and Iris.ai compare on the numbers?
Iris.ai leads on agent readiness (49/100 against 44/100), domain rating (60/100 against 39/100), headcount (40 against 16), LinkedIn following (10,536 against 1,738).
Read the full Espresso AI review and pricing or the Iris.ai review and pricing. You can also browse other Espresso AI alternatives we track.