SpecialistUnified observability, security and incident response for cloud-scale engineering teams
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
DeviceHub.ai records 854 monthly visits with -23.2% month-over-month growth and Free Trial, Paid pricing. Middleware records 35,967 monthly visits with -12.3% growth and Freemium, Contact for Pricing pricing.

Connected hardware intelligence for fleet monitoring and AI-powered device ops
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | devicehub.ai | middleware.io |
| Pricing Model | Free Trial, Paid | Freemium, Contact for Pricing |
| Monthly Visits | 854 (854) | 35.97K (35,967) |
| MoM Traffic Delta | -258 (-23.2%) | -5.05K (-12.3%) |
| Primary Market & Share | 🇺🇸 United States (67.3%) | 🇮🇳 India (27.3%) |
| Direct Visits / mo | 341 | 8.88K |
| User Rating | 4.2 | 4.3 |
| Supported Platforms | Website | Website |

Connected hardware intelligence for fleet monitoring and AI-powered device ops
See the live health, status and behaviour of every deployed device in one operational view.
Automated monitoring and intelligent automation flag anomalies before they become outages.
Distribute and track firmware updates across a fleet so devices stay current without manual visits.
Diagnose and remediate issues on connected units remotely to avoid costly on-site servicing.
Full-stack observability with an AI SRE agent that fixes issues
An AI agent that detects, investigates, and helps auto-fix production issues across infrastructure, APM and RUM signals.
Monitor servers, containers, serverless workloads and cloud services across AWS, Azure, GCP and Kubernetes from one place.
Correlate and query high-volume logs assisted by AI so debugging does not rely on manual grep-style detective work.
Track application performance, trace slow requests, and inspect database and endpoint behaviour end to end.
SpecialistUnified observability, security and incident response for cloud-scale engineering teams
SpecialistUnified observability, security and incident response for cloud-scale engineering teams

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

SpecialistThe collaboration layer for AI engineering teams
SpecialistThe collaboration layer for AI engineering teams

Standardize LLM evaluation, observability, and red teaming across your whole org
Standardize LLM evaluation, observability, and red teaming across your whole org

SpecialistAI-powered cloud DLP and security awareness training for SaaS environments
SpecialistAI-powered cloud DLP and security awareness training for SaaS environments

AI workforce analytics that turn monitoring data into productivity and cost decisions.
AI workforce analytics that turn monitoring data into productivity and cost decisions.

AI value measurement platform connecting AI spend to real business outcomes
AI value measurement platform connecting AI spend to real business outcomes
AI governance, testing, and observability for regulated enterprises
AI governance, testing, and observability for regulated enterprises

SpecialistThe control plane for trusted enterprise agents and models
SpecialistThe control plane for trusted enterprise agents and models

Find and fix problems in your AI agents before users do
Find and fix problems in your AI agents before users do