Middleware vs Celonis

Side-by-side comparison of AI visibility scores, market position, and capabilities

Celonis leads in AI visibility (78 vs 45)
Middleware logo

Middleware

ChallengerInfrastructure

IT Operations

Cloud-native observability platform with APM, traces, logs, and metrics; OpenTelemetry-native cost-effective Datadog alternative targeting DevOps teams at growing companies.

AI VisibilityBeta
Overall Score
C45
Category Rank
#14 of 68
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
46
Gemini
44

About

Middleware is an observability and monitoring platform providing application performance monitoring (APM), distributed tracing, log management, and infrastructure metrics in a unified view for engineering teams running cloud-native applications. Founded in 2021 and headquartered in San Francisco, Middleware raised approximately $6 million and targets DevOps and SRE teams at growing companies who need comprehensive observability without the cost and complexity of enterprise platforms like Datadog or New Relic.

Full profile
Celonis logo

Celonis

LeaderInfrastructure

IT Operations

Process mining leader with $13B valuation; AI platform analyzing event logs from SAP and Salesforce to identify bottlenecks and automate process improvements.

AI VisibilityBeta
Overall Score
B78
Category Rank
#1 of 68
AI Consensus
69%
Trend
stable
Per Platform
ChatGPT
85
Perplexity
82
Gemini
85

About

Celonis is the global leader in process intelligence, providing an AI-powered platform that mines event log data from enterprise systems (SAP, Salesforce, Oracle) to visualize, analyze, and optimize business processes in real time. Founded in 2011 in Munich, Germany by Alexander Rinke, Bastian Nominacher, and Martin Klenk, Celonis pioneered the process mining category and has grown it into a major enterprise software segment. The company reached a $13 billion valuation in 2022, making it one of Europe's most valuable software companies.

Full profile

AI Visibility Head-to-Head

45
Overall Score
78
#14
Category Rank
#1
61
AI Consensus
69
stable
Trend
stable
43
ChatGPT
85
46
Perplexity
82
44
Gemini
85
56
Claude
75
56
Grok
75

Key Details

Category
IT Operations
IT Operations
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Both integrate with

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