GroundcoverThe full-stack observability platform for engineers & agents
vs
MiddlewareFull-stack Observability With AI SRE Agent
Comparison · Observability · weekly run Nov 3
Groundcover vs Middleware
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Groundcover is the stronger AI pick in Observability: it has a visibility score of 2.4 versus 0.3 for Middleware.
Choose Groundcover if…
- You want the brand AI engines rank higher (2.4 vs 0.3)
- You need a self-hosted or on-premises option
- You need GDPR or CCPA coverage
- Per seat pricing suits your budget better than usage-based
Choose Middleware if…
- You want a lower entry price ($0.3 vs $30)
- Usage-based pricing suits your budget better than per seat
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Groundcover | Middleware |
|---|---|---|
| Visibility score | 2.4% | 0.3% |
| Change vs last week | New | New |
| Rank in Observability | #23 | #35 |
| Share of voice | 0.5% | 0.2% |
| Mentions this run | 3 | 1 |
| Positive in AI answers | 0% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Groundcover 0pp · Middleware 0pp over 0 weekly runs.
Engine by engine
Groundcover leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
GroundcoverMiddleware
Head to head in AI answers
0 engine answers name both brands
0Groundcover ranked higher
0Middleware ranked higher
Features, pricing & fit
| Dimension | Groundcover | Middleware |
|---|---|---|
| Pricing model | Per seat | Usage-based |
| Entry price | Free; paid from $30 per seat / mo | Free; paid from $0.3 / mo |
| Free plan | Yes | Yes |
| Deployment | Bring Your Own Cloud: the data plane runs inside the customer's VPC and is managed by groundcover. A fully on-premises option is offered on the On Premise plan. | Agent-based install, including a Kubernetes install agent for connecting clusters and a single-agent script for auto-instrumentation. |
| Compliance | GDPR, CCPA | — |
| Support | Slack community support (Free plan), Standard support (Pro plan), Premium support (Enterprise plan) | Community-based support on the free plan, Dedicated Slack or MS Teams channel on pay-as-you-go, 24x7 support on custom contracts |
| Founded | 2021 | 2022 |
| Headquarters | Tel Aviv, Israel | San Francisco, California, US |
| Employees | 51–200 | 51–200 |
| Funding | Series A · $160M raised | Seed · $7M raised |
| Best for | Engineering teams running cloud-native and Kubernetes workloads that want full-stack observability without code changes and predictable pricing. | Platform engineers and SREs who run cloud, hybrid and Kubernetes systems and want faster incident resolution. |
Plans side by side
Groundcover
Free$0
Pro$30per host, per month
Enterprise$35per host, per month
On Premise$50per host, per month
Middleware
Free Forever$0month
Pay As You Go$0.3GB of metrics, logs, traces
CustomCustomcustom pricing
Pros and cons
Themes from the AI answers that mention each brand
Groundcover
- Predictable flat per-node pricing
- Pricing claims should be verified before purchase
Middleware
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Groundcover vs Middleware”, https://slateindex.ai/compare/groundcover-vs-middleware, data of Nov 3, 2026. Licence: CC BY 4.0.