InfluxData vs Windsurf

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

Windsurf leads in AI visibility (88 vs 43)
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
C43
Category Rank
#1 of 1
AI Consensus
50%
Trend
stable
Per Platform
ChatGPT
37
Perplexity
54
Gemini
34

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

LeaderDeveloper 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
A88
Category Rank
#2 of 2
AI Consensus
87%
Trend
up
Per Platform
ChatGPT
89
Perplexity
88
Gemini
93

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

43
Overall Score
88
#1
Category Rank
#2
50
AI Consensus
87
stable
Trend
up
37
ChatGPT
89
54
Perplexity
88
34
Gemini
93
35
Claude
91
37
Grok
92

Key Details

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

Capabilities & Ecosystem

Capabilities

Only InfluxData
Time Series Databases
Only Windsurf
Agentic IDE

Integrations

Only InfluxData

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.