MiddlewareFull-stack Observability With AI SRE Agent
vs
ZabbixThe universal, open source observability solution for IT & OT
Comparison · Observability · weekly run Nov 3
Middleware vs Zabbix
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Middleware is the stronger AI pick in Observability: it has a visibility score of 0.3 versus 0 for Zabbix.
Choose Middleware if…
- You want the brand AI engines rank higher (0.3 vs 0)
Choose Zabbix if…
- You need ISO/IEC 27001:2022 or ISO/IEC 27017:2015 coverage
- You prefer a larger, established vendor (201–500 employees)
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Middleware | Zabbix |
|---|---|---|
| Visibility score | 0.3% | 0% |
| Change vs last week | New | New |
| Rank in Observability | #35 | #45 |
| Share of voice | 0.2% | 0% |
| Mentions this run | 1 | 0 |
| Positive in AI answers | — | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Middleware 0pp · Zabbix 0pp over 0 weekly runs.
Engine by engine
Middleware leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
MiddlewareZabbix
Head to head in AI answers
0 engine answers name both brands
0Middleware ranked higher
0Zabbix ranked higher
Features, pricing & fit
| Dimension | Middleware | Zabbix |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Free; paid from $0.3 / mo | — |
| Free plan | Yes | — |
| Deployment | Agent-based install, including a Kubernetes install agent for connecting clusters and a single-agent script for auto-instrumentation. | On-premise, on public cloud (AWS, Azure, Google Cloud), or as Zabbix Cloud SaaS |
| Compliance | — | ISO/IEC 27001:2022, ISO/IEC 27017:2015 |
| Support | Community-based support on the free plan, Dedicated Slack or MS Teams channel on pay-as-you-go, 24x7 support on custom contracts | 24/7 support from the Zabbix team, Partner network of over 290 partners, Professional services, Training courses |
| Founded | 2022 | 2005 |
| Headquarters | San Francisco, California, US | Riga, Latvia |
| Employees | 51–200 | 201–500 |
| Funding | Seed · $7M raised | Bootstrapped |
| Best for | Platform engineers and SREs who run cloud, hybrid and Kubernetes systems and want faster incident resolution. | Organizations that need full control and data privacy, such as high-security and regulated industries, and managed service providers |
Plans side by side
Middleware
Free Forever$0month
Pay As You Go$0.3GB of metrics, logs, traces
CustomCustomcustom pricing
Zabbix
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Middleware vs Zabbix”, https://slateindex.ai/compare/middleware-vs-zabbix, data of Nov 3, 2026. Licence: CC BY 4.0.