vioscaleAI
Comparison

Middleware vs Sematext

On the evidence we track, Middleware leads this comparison with a composite score of 71/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Middleware full profile →Sematext full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Middleware71
Sematext65
Score
vioscaleAI score
Middleware71 / 100medium · 74%
Sematext65 / 100low · 49%
Pricing
Free tier
Middleware✓
Sematext✓
Model
Middlewarefreemium
Sematextfreemium
Price level
Middlewarelow
Sematextlow
Starting price
Middleware$0.30
Sematext$5
Transparent
Middleware✓
Sematext✓
Integrations
Count
Middleware450
Sematext100
Security
Gdpr
Middleware✓
Sematext–
Iso27001
Middleware✓
Sematext–
Soc2
Middleware✓
Sematext–
Reliability
Status page
Middleware✓
Sematext✓
Market
Availability
Content
Faq
Middleware7 items
Sematext6 items

Capabilities

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

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

What each one is

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

Middleware

Leader

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

Sematext

Comprehensive platform that provides visibility into application and API performance, logs, metrics, and end-user experience. Uses synthetic monitoring and real-time alerting to detect performance degradation and downtime before they impact users.

Independently observed

Pricing

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

Middleware

Leader
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 ↗

Sematext

from $5/moHybridFree tier

From $5/month for infrastructure monitoring. Metered pricing for logs and traces based on volume and retention. 14-day free trial available for Status Pages.

  • Infrastructure Monitoring$5/mo
  • Network Map$1.68/host/mo
  • AI Agent Watch$1.68/host/mo
as of verify ↗

Platform & deployment

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

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

Integrations

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

In common (5)
  • Slack
  • AWS
  • Microsoft Teams
  • Kubernetes
  • Docker

Middleware

Leader
15 total - 10 not shared
  • Google Cloud
  • Stripe
  • Prometheus
  • OpenTelemetry
  • Amazon S3
  • Azure Blob Storage
  • Python
  • Node.js
  • Go
  • iOS
Independently observed

Sematext

27 total - 22 not shared
  • Syslog
  • Angular
  • Custom Webhooks
  • GitLab CI/CD
  • Akka
  • Ember
  • Next.js
  • Elasticsearch
  • Logstash
  • Kibana
  • Apache Solr
  • OpenSearch
  • AWS CloudWatch
  • AWS ECS
  • AlertOps
  • PagerDuty
  • Postman
  • Solr
  • SolrCloud
  • OpsGenie
  • Zapier
  • VictorOps
Independently observed
Still deciding?

Middleware or Sematext: 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.