Fiddler Labs vs Iris.ai
Fiddler Labs vs Iris.ai, compared side by side on 15 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: Fiddler Labs is on 43/100 and Iris.ai on 58/100.
Where each one leads
Fiddler Labs
- agent readiness: 55/100 against 49/100
- domain rating: 71/100 against 60/100
- LinkedIn following: 22,248 against 10,536
Iris.ai
- our overall score: 58/100 against 43/100
At a glance
| Measure | Fiddler Labs | Iris.ai |
|---|---|---|
| What it is | AI observability platform for understanding, monitoring, and improving ML models in production. | AI knowledge foundation for regulated enterprises, turning complex data into AI you can trust. |
| Category | AI Observability, MLOps, Data Platform, Analytics Platform | AI Foundation & Compute, Agentic AI, RAG, Foundation Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software | platform |
| Founded | 2019 | 2015 |
| Headquarters | Mountain View, United States | Oslo, Norway |
| Status | Active | Active |
Size, funding and growth
| Measure | Fiddler Labs | Iris.ai |
|---|---|---|
| Employees | Not published | 40 |
| Headcount growthLast 12 months | Not published | -25.9% |
| Total funding | Not published | $10.4M |
| Latest round | Not published | Series A |
| LinkedIn followers | 22,248 | 10,536 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Fiddler Labs | Iris.ai |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 43/100 | 58/100 |
| Traction | Not published | 51/100 |
| Team | Not published | 70/100 |
| Search visibility | 32/100 | 32/100 |
| Quality | 68/100 | 62/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (55/100) | D (49/100) |
| Domain ratingLink authority, 0-100 | 71/100 | 60/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Fiddler Labs | Iris.ai |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Cloudflare | Not detected |
| CMS | Webflow | Ghost |
| Frameworks | Not detected | Angular, Tailwind CSS |
| Analytics | Google Tag Manager | Not detected |
| Open source | Yes | No |
What users say
| Measure | Fiddler Labs | Iris.ai |
|---|---|---|
| Reddit sentimentThreads we track | 5 positive, 0 negative across 5 threads | Not published |
“Fiddler Labs, SRI and Berkeley experts open up the black box of machine learning at TC Sessions: Robotics+AI.”r/techcrunch
Fiddler Labs vs Iris.ai: common questions
Which is better, Fiddler Labs or Iris.ai?
On our 0-100 score Iris.ai rates higher (58/100 against 43/100). 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 15 data points above: read the rows that match what you are buying for.
How do Fiddler Labs and Iris.ai compare on the numbers?
Fiddler Labs leads on agent readiness (55/100 against 49/100), domain rating (71/100 against 60/100), LinkedIn following (22,248 against 10,536). Iris.ai leads on our overall score (58/100 against 43/100).
What do real users say about Fiddler Labs and Iris.ai?
Fiddler Labs: 5 positive and 0 negative mentions across 5 Reddit threads we track, mostly in r/techcrunch.
Read the full Fiddler Labs review and pricing or the Iris.ai review and pricing. You can also browse other Fiddler Labs alternatives we track.