Cinder vs Stably AI

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

Stably AI leads in AI visibility (72 vs 21)
Cinder logo

Cinder

EmergingInfrastructure

IT Operations

SF trust and safety platform for AI labs and social platforms with content moderation, AI safety, and data labeling; YC W22 $14M AWS GenAI Accelerator/Accel-backed by ex-Facebook security and counterterrorism founders.

AI VisibilityBeta
Overall Score
D21
Category Rank
#20 of 68
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
30
Perplexity
32
Gemini
28

About

Cinder is a San Francisco-based trust and safety platform — backed by Y Combinator (W22) with $14 million raised from AWS Generative AI Accelerator, Accel, Pioneer Fund, Webb Investment Network, and YC — providing AI labs, e-commerce platforms, and social media companies with infrastructure to orchestrate and automate content moderation, AI safety red-teaming, policy enforcement, and data compliance workflows, while uniquely combining content moderation operations with AI training data labeling to create high-quality, policy-informed datasets. Founded in 2021 by Glen Wise (former Facebook security engineer) and Phil Brennan (former US government counterterrorism specialist), Cinder launched from stealth in December 2022 after two years of building with early enterprise customers.

Full profile
Stably AI logo

Stably AI

LeaderInfrastructure

IT Operations

SF YC AI test automation at $1M ARR Dec 2024 with 5 employees; ex-Google/Uber founders with self-healing tests that auto-repair when UI changes helping OpenArt scale to $16M ARR competing with Mabl for zero-flakiness CI testing.

AI VisibilityBeta
Overall Score
B72
Category Rank
#5 of 68
AI Consensus
61%
Trend
up
Per Platform
ChatGPT
73
Perplexity
69
Gemini
64

About

Stably AI is a San Francisco-based AI test automation platform — backed by Y Combinator — reaching $1 million in annual revenue in December 2024 with a 5-person team — providing engineering teams with an AI platform that auto-generates, runs, and maintains end-to-end tests in CI/CD pipelines with zero-flakiness guarantees and self-healing capabilities that automatically repair tests when UIs change, replacing the brittle Playwright and Cypress test suites that break with every UI update. Founded in 2023 by ex-Google Chrome infrastructure engineer Jinjing Liang (CEO) and ex-Uber Safety ML engineer Neil Parker (CTO), Stably enables customers like OpenArt (which scaled to $16M ARR with a 10-person engineering team using Stably) to achieve test coverage without dedicated QA engineers.

Full profile

AI Visibility Head-to-Head

21
Overall Score
72
#20
Category Rank
#5
57
AI Consensus
61
up
Trend
up
30
ChatGPT
73
32
Perplexity
69
28
Gemini
64
14
Claude
81
27
Grok
68

Key Details

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

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

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