Arize AI vs Qualifire
Arize AI vs Qualifire, 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: Arize AI is on 65/100 and Qualifire on 33/100.
Where each one leads
Arize AI
- our overall score: 65/100 against 33/100
- agent readiness: 50/100 against 41/100
- domain rating: 77/100 against 26/100
- headcount: 192 against 10
- headcount growth: +88.8% against +39.1%
- LinkedIn following: 26,630 against 1,572
Qualifire
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Arize AI | Qualifire |
|---|---|---|
| What it is | Arize AI provides an AI observability and LLM evaluation platform for AI engineers to monitor, debug, and improve AI models in production. | AI Control Plane for LLM reliability, ensuring accurate, safe, and trustworthy AI outputs. |
| Category | AI Observability, LLM Evaluation, MLOps, Generative AI | Generative AI, LLMOps, Enterprise, Development |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2020 | 2023 |
| Headquarters | Berkeley, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Arize AI | Qualifire |
|---|---|---|
| Employees | 192 | 10 |
| Headcount growthLast 12 months | +88.8% | +39.1% |
| Latest round | Not published | Grant |
| LinkedIn followers | 26,630 | 1,572 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Arize AI | Qualifire |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 65/100 | 33/100 |
| Traction | 60/100 | 10/100 |
| Team | 70/100 | 60/100 |
| Community | 15/100 | Not published |
| Search visibility | 77/100 | 30/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (50/100) | D (41/100) |
| Domain ratingLink authority, 0-100 | 77/100 | 26/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Arize AI | Qualifire |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| CMS | WordPress | Webflow |
| Frameworks | Jquery, Alpinejs, Tailwind CSS | Not detected |
| Analytics | Google Tag Manager, Hotjar | Google Tag Manager, PostHog, Segment, Microsoft Clarity |
| Support stack | HubSpot | HubSpot |
| Open source | Yes | Yes |
Arize AI vs Qualifire: common questions
Which is better, Arize AI or Qualifire?
On our 0-100 score Arize AI rates higher (65/100 against 33/100). 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 Arize AI and Qualifire compare on the numbers?
Arize AI leads on our overall score (65/100 against 33/100), agent readiness (50/100 against 41/100), domain rating (77/100 against 26/100), headcount (192 against 10), headcount growth (+88.8% against +39.1%), LinkedIn following (26,630 against 1,572).
Read the full Arize AI review and pricing or the Qualifire review and pricing. You can also browse other Arize AI alternatives we track.