InfluxData vs Windsurf

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

Windsurf leads in AI visibility (90 vs 58)
InfluxData logo

InfluxData

ChallengerDeveloper Tools

Time Series Databases

InfluxData is the creator of InfluxDB, the world's most popular open-source time series database used for metrics, events, and real-time analytics at scale. HQ: San Francisco.

AI VisibilityBeta
Overall Score
C58
Category Rank
#75 of 350
AI Consensus
79%
Trend
stable
Per Platform
ChatGPT
58
Perplexity
58
Gemini
53

About

InfluxData is the company behind InfluxDB, the world's most widely deployed open-source time series database, designed to store and analyze metrics, events, and time-stamped data at high ingestion rates. Founded in 2012 by Paul Dix, the company created InfluxDB to address a gap in the database market: relational databases and document stores are poorly optimized for time series workloads, where billions of measurements arrive in strict chronological order and queries typically analyze trends, aggregations, and anomalies over time windows. InfluxDB's architecture is built from the ground up for this workload, with automatic data compaction, downsampling, and time-indexed storage.

Full profile
Windsurf logo

Windsurf

ChallengerDeveloper Tools

Agentic IDE

Codeium's agentic IDE; 2nd most-discussed AI coding tool after Cursor. $1.25B valuation; Cascade agentic framework enables autonomous multi-file editing. Positioned as cost-competitive alternative to Cursor with comparable capabilities.

AI VisibilityBeta
Overall Score
A90
Category Rank
#8 of 350
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
84
Gemini
92

About

Windsurf is an AI-native code editor developed by Codeium, designed to bring agentic AI directly into the software development workflow. Launched in late 2024, Windsurf introduced the 'Cascade' agentic framework — enabling the AI to autonomously read, write, and execute code across multiple files simultaneously, rather than merely suggesting single-line completions. The product became the second-most-discussed AI coding tool after Cursor, recognized for its aggressive pricing and deep IDE integration.

Full profile

AI Visibility Head-to-Head

58
Overall Score
90
#75
Category Rank
#8
79
AI Consensus
82
stable
Trend
stable
58
ChatGPT
88
58
Perplexity
84
53
Gemini
92
53
Claude
89
61
Grok
88

Key Details

Category
Time Series Databases
Agentic IDE
Tier
Challenger
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only InfluxData
Time Series Databases
Only Windsurf
Agentic IDE

Integrations

Only InfluxData

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