Middleware
Full-Stack Cloud Observability
SigNoz
Open source alternative to Datadog
Updated February 2026
| Middleware | SigNoz | |
|---|---|---|
| Rating | 5.0★ | 5.0★ |
| Reviews | 6 | 1 |
| Pros | 4 | 0 |
| FactScore™ | 42.3 | 15.1 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Middleware — Pros
Automated infrastructure alert triage Enhanced operational efficiency Real-time issue detection Self-healing capabilitiesBoth tools — Pros
—Only in SigNoz — Pros
No unique pros listedOnly in Middleware — Cons
—Both tools — Cons
—Only in SigNoz — Cons
—Details
| Middleware | SigNoz | |
|---|---|---|
| Categories | Observability tools | Observability tools |
| Platforms | Web | Web |
| Became Popular | October 19, 2023 | February 24, 2021 |
| Website | middleware.io | signoz.io |
Who Should Pick Which?
Choose Middleware if...
- Automated infrastructure alert triage
- Enhanced operational efficiency
- Real-time issue detection
Choose SigNoz if...
- No unique pros listed
With a FactScore™ of 42.3 vs 15.1, Middleware leads in community reception. Middleware uniquely offers Automated infrastructure alert triage and Enhanced operational efficiency, while SigNoz stands out for No unique pros listed.
What Users Say
Middleware
Middleware's AI-powered observability platform appears to be a promising solution for addressing the challenges associated with monitoring complex cloud applications. The ability to consolidate met...
That's great! With so many AI application relying on cloud also for the immense amount of data that has to be embedded and called at need, this is a perfect solution! Have to try it out and see if ...
Interesting project, especially interested in the problem detection function based on artificial intelligence. How does the platform differ from other cloud surveillance tools in terms of real-time...
SigNoz
First, it's self hosted, open source hence highly customisable. Our entire backend relies on Signoz for observability.
Related Comparisons
Frequently Asked Questions
Which is better, Middleware or SigNoz?
Based on FactScore™, Middleware leads with a score of 42.3 vs 15.1. Middleware has a higher rating of 5.0★ compared to 5.0★.
What are the pros of Middleware compared to SigNoz?
Middleware uniquely offers: Automated infrastructure alert triage, Enhanced operational efficiency, Real-time issue detection, Self-healing capabilities.
What are the pros of SigNoz compared to Middleware?
SigNoz uniquely offers: No unique pros listed.
Is Middleware better rated than SigNoz?
Middleware is rated 5.0★ from 6 reviews. SigNoz is rated 5.0★ from 1 reviews.
What is the FactScore™ of Middleware and SigNoz?
FactScore™ weighs rating and review volume together. Middleware scores 42.3 and SigNoz scores 15.1.
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