Middleware vs Mode Analytics

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

AI visibility is closely matched (56 vs 58)
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
C56
Category Rank
#96 of 305
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
54
Perplexity
60
Gemini
59

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
Mode Analytics logo

Mode Analytics

ChallengerInfrastructure

IT Operations

Collaborative SQL and Python analytics platform acquired by ThoughtSpot in 2023; analyst-focused reporting and exploration complementing ThoughtSpot's AI search.

AI VisibilityBeta
Overall Score
C58
Category Rank
#81 of 305
AI Consensus
91%
Trend
stable
Per Platform
ChatGPT
60
Perplexity
59
Gemini
56

About

Mode Analytics is a collaborative data platform combining a SQL editor, Python notebooks, and report publishing into a single environment where data analysts can write queries, build visualizations, and share insights with business stakeholders. Founded in 2013 and headquartered in San Francisco, Mode was acquired by ThoughtSpot in 2023, integrating its collaborative analytics capabilities into ThoughtSpot's AI-powered analytics platform. Under ThoughtSpot, Mode's tools continue serving the analyst community that used Mode as their primary reporting and data exploration environment.

Full profile

AI Visibility Head-to-Head

56
Overall Score
58
#96
Category Rank
#81
81
AI Consensus
91
stable
Trend
stable
54
ChatGPT
60
60
Perplexity
59
59
Gemini
56
60
Claude
58
54
Grok
58

Key Details

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

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Middleware

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