vioscaleAI
Comparison

Groundcover vs Middleware

No clear leader: Groundcover (72.7) and Middleware (71.2) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Groundcover full profile →Middleware full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Groundcover73
Middleware71
Score
vioscaleAI score
Groundcover73 / 100medium · 73%
Middleware71 / 100medium · 74%
Pricing
Free tier
Groundcover✓
Middleware✓
Model
Groundcoverfreemium
Middlewarefreemium
Price level
Groundcovermid
Middlewarelow
Starting price
Groundcover$30
Middleware$0.30
Transparent
Groundcover✓
Middleware✓
Integrations
Count
Groundcover27
Middleware450
Security
Disclosure policy
Groundcover✓
Middleware–
Gdpr
Groundcover✓
Middleware✓
Hipaa
Groundcover✓
Middleware–
Iso27001
Groundcover✓
Middleware✓
Pci
Groundcover✓
Middleware–
Soc2
Groundcover✓
Middleware✓
Trust center
Reliability
Status page
Groundcover✓
Middleware✓
Market
Availability
Content
Faq
Groundcover6 items
Middleware7 items

Capabilities

Feature-by-feature on the axes that matter for observability tools. “-” means undocumented, not absent.

Signals
Metrics
Groundcover✓
Middleware✓
Log management
Groundcover✓
Middleware✓
Distributed tracing
Groundcover✓
Middleware✓
Application performance monitoring
Groundcover✓
Middleware✓
Real-user monitoring
Groundcover✓
Middleware✓
Response
Alerting
Groundcover✓
Middleware✓
On-call / incident management
Groundcover✓
Middleware-
Insight
Dashboards
Groundcover✓
Middleware✓
Standards
OpenTelemetry-native
Groundcover✓
Middleware✓
Deployment
Hosting
GroundcoverCloud + self-hosted
MiddlewareCloud only

What each one is

The product in its own terms, so the numbers below have context.

Groundcover

An observability platform that uses eBPF sensors deployed at the edge to collect logs, metrics, and traces across cloud infrastructure. Offers both cloud-hosted and self-hosted deployment options with per-host pricing and native OpenTelemetry support.

Independently observed

Middleware

A platform that helps teams monitor cloud systems and applications in real-time, automatically detect problems, analyze their root causes, and resolve them efficiently.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Groundcover

from $30/moSubscriptionFree tier

From $30/host/mo (Pro). Free tier available. Transparent per-host pricing with no ingestion-based charges.

  • FreeFree
    • 12 hour data retention
    • Slack Community support
    • No credit card required
  • Pro$30/host/mo
    • All available integrations and data sources
    • SSO support
    • Standard data retention
    • Standard support
    • BYOC deployment
  • Enterprise$35/host/mo
    • Everything in Pro plan
    • RBAC support
    • Unlimited data retention
    • Premium support
    • 24x7x365 on-call availability
  • On PremiseContact sales
    • Everything in Enterprise plan
    • Self-hosted data plane
    • Self-hosted UI
    • Isolated authentication
    • Full on-premises deployment
as of verify ↗

Middleware

from $0.30/gbUsage-basedFree tier14-day trial

Free tier with 100GB/month. Pay-as-you-go from $0.3/GB. Custom pricing with BYOC option.

  • FreeFree
    • Unlimited Users
    • Community Based Support
    • 14 day retention
  • Pay As You Go$0.3/GB logs, metrics, traces; $1 per 1K RUM sessions
    • Error solving with OpsAI
    • Ingestion Control & Data Pipeline
    • 30 day retention
    • SSO and Security Features
    • Dedicated Slack/MS Teams Channel
  • BYOCContact sales
    • Dedicated Account Team
    • Multi-year Contract Discounts
    • Custom Data Retention
    • Bring Your Own Cloud
    • 24x7 Support
    • +3 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Groundcover✓
Middleware✗
iOS
Groundcover✗
Middleware✓
Android
Groundcover✗
Middleware✓
macOS
Groundcover✗
Middleware✓
Windows
Groundcover✗
Middleware✓
Linux
Groundcover✗
Middleware✓
CLI
Groundcover✓
Middleware✗
Deployment
Cloud / SaaS
Groundcover✓
Middleware✓
Self-hosted
Groundcover✓
Middleware✓
On-premise
Groundcover✓
Middleware✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (5)
  • AWS
  • Slack
  • OpenTelemetry
  • Kubernetes
  • Prometheus

Groundcover

33 total - 28 not shared
  • Google Cloud Platform
  • Microsoft Azure
  • AWS CloudWatch
  • Linear
  • MCP
  • Terraform
  • Real User Monitoring
  • Amazon CloudWatch
  • AWS S3
  • Google Cloud Monitoring
  • Google Cloud Pub/Sub
  • MongoDB Atlas
  • Redis Cloud
  • Datadog
  • Istio
  • FluentBit
  • FluentD
  • RabbitMQ
  • Cloudflare
  • GitHub
  • Claude Code
  • Claude Cowork
  • OpenClaw
  • OpenAI Codex
  • +4 more
Independently observed

Middleware

15 total - 10 not shared
  • Google Cloud
  • Stripe
  • Amazon S3
  • Azure Blob Storage
  • Microsoft Teams
  • Docker
  • Python
  • Node.js
  • Go
  • iOS
Independently observed
Still deciding?

Groundcover or Middleware: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.