Lightstep
Because monitoring and observability are better together
FactScore™ 0
Middleware
Full-Stack Cloud Observability
Updated February 2026
| Lightstep | Middleware | |
|---|---|---|
| Rating | N/A | 5.0★ |
| Reviews | 0 | 6 |
| Pros | 0 | 4 |
| FactScore™ | 0 | 42.3 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Lightstep — Pros
No unique pros listedBoth tools — Pros
—Only in Middleware — Pros
Automated infrastructure alert triage Enhanced operational efficiency Real-time issue detection Self-healing capabilitiesOnly in Lightstep — Cons
—Both tools — Cons
—Only in Middleware — Cons
—Details
| Lightstep | Middleware | |
|---|---|---|
| Categories | Observability tools | Observability tools |
| Platforms | Web | Web |
| Became Popular | November 14, 2017 | October 19, 2023 |
| Website | lightstep.com | middleware.io |
Who Should Pick Which?
Choose Lightstep if...
- No unique pros listed
Choose Middleware if...
- Automated infrastructure alert triage
- Enhanced operational efficiency
- Real-time issue detection
With a FactScore™ of 0 vs 42.3, Middleware leads in community reception. Lightstep uniquely offers No unique pros listed, while Middleware stands out for Automated infrastructure alert triage and Enhanced operational efficiency.
What Users Say
Lightstep
No reviews yet
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...
Related Comparisons
Frequently Asked Questions
Which is better, Lightstep or Middleware?
Based on FactScore™, Middleware leads with a score of 42.3 vs 0. Middleware has a higher rating of 5.0★ compared to N/A★.
What are the pros of Lightstep compared to Middleware?
Lightstep uniquely offers: No unique pros listed.
What are the pros of Middleware compared to Lightstep?
Middleware uniquely offers: Automated infrastructure alert triage, Enhanced operational efficiency, Real-time issue detection, Self-healing capabilities.
Is Lightstep better rated than Middleware?
Lightstep is rated N/A★ from 0 reviews. Middleware is rated 5.0★ from 6 reviews.
What is the FactScore™ of Lightstep and Middleware?
FactScore™ weighs rating and review volume together. Lightstep scores 0 and Middleware scores 42.3.
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