>Red Hat vs Scale AI
Red Hat AI Company Profile & Rankings • Scale AI AI Company Profile & Rankings
AI Activity Comparison
Red Hat
Red Hat, Inc. is an American software company that provides open source software products to enterprises. A subsidiary of IBM, the company is a provider of enterprise operating system platforms, middleware, applications, management products, and support and consulting services. Red Hat is primarily associated with its Red Hat Enterprise Linux operating system. The company also offers Red Hat Virtualization and has become a significant corporate contributor to the Linux kernel. Founded in 1993 and headquartered in Raleigh, North Carolina, Red Hat was acquired by IBM in 2019. The company's recent focus includes developments in artificial intelligence and retrieval-augmented generation.
Scale AI
Scale AI, Inc. is a San Francisco-based company that provides data annotation, data labeling, and model evaluation services for the development of artificial intelligence applications. Its offerings include software and infrastructure to support AI development, primarily for computer vision and large language models (LLMs). The company operates a research division, the Safety, Evaluation and Alignment Lab, which focuses on evaluating and aligning LLMs. Scale AI's commercial clients have included Google, Meta, Microsoft, OpenAI, and General Motors. The company also engages in contracts with governments, including the United States for military projects. It was founded in 2016 by Alexandr Wang and Lucy Guo and is backed by investors including Index Ventures and Tiger Global Management.
Based on 14 events tracked for Red Hat over the past 30 days (6 in the past 7 days), updated in near real-time.
Red Hat versus Scale AI: Live 2026 Comparison
Based on real-time data, Red Hat outperforms Scale AI across both activity (6 vs 3 events this week) and community sentiment (0% vs -10%). This comparison draws on 9 tracked events from the past 7 days — including product launches, research papers, and community discussions — scored through our 5-dimension scoring methodology. Our Hype Gap analysis shows Scale AI has more authentic positioning (gap: -0.5) compared to Red Hat (3.3). Data refreshes every 5 minutes. Compare other AI companies →
Red Hat vs Scale AI: Key Signals
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Red Hat vs Scale AI: Head-to-Head
📊 Visual Comparison
Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.
Metric Definitions:
What Separates Red Hat from Scale AI
Who Ships Faster: Red Hat or Scale AI?
Red Hat logged 6 events this week vs Scale AI's 3 — a 2.0x difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 1.4x (14 vs 10), suggesting this gap is widening.
What Users Think of Red Hat vs Scale AI
Red Hat has 0% positive sentiment vs Scale AI's -10%. The 10-point gap is modest, meaning both have comparable community trust.
Does Scale AI Deliver on Its Promises?
Scale AI's hype gap of -0.5 vs Red Hat's 3.3 means Scale AI delivers on its promises — marketing claims closely match actual capabilities.
Where Scale AI and Red Hat Rank
Scale AI at #139 outranks Red Hat at # among 2,800+ AI companies. The 139-rank gap reflects different market tiers and adoption levels.
Red Hat vs Scale AI: Momentum Trend
Red Hat is accelerating (72% velocity growth) while Scale AI is flat — a diverging trend worth watching.
About Red Hat and Scale AI
Red Hat
- Rank
- Unranked
- Score
- 0.0
- Website
- redhat.com
Latest Signals: Red Hat vs Scale AI
Latest tracked events for each company — product launches, research papers, community discussions, and more.
Red Hat(6 events this week)
Announcing Red Hat OpenShift Pipelines 1.21: Faster builds, smarter caching, and improved troubleshooting
• Hacker News NewestThe disturbing white paper Red Hat is trying to erase from the internet - OSnews
• Hacker News Front PagePrecision over perception: Why architecture matters in benchmarking
• Hacker News NewestRed Hat RHELocates its Chinese engineering team to India
• The RegisterMemo: Red Hat Global Engineering plans to lean in to AI
• The Register
Scale AI(3 events this week)
Scale AI launches Voice Showdown, the first real-world benchmark for voice AI - and the results are humbling for some top models
• Hacker News NewestAI Agents Fail 97.5% of Real Jobs: What 3 New Studies Reveal About Agent Reliability
• Dev.to AI TagScale AI Launches 'Voice Showdown' To Rival OpenAI, xAI, Anthropic In Voice AI Models - Benzinga
• Google News - AI GeneralPorn, dog poo and social media snaps: the ‘taskers’ scraping the internet for Meta-owned AI firm
• The Guardian AIA benchmark of expert-level academic questions to assess AI capabilities - Nature
• Hacker News Newest
Analysis: Red Hat vs Scale AI
Scale AI (#139) leads Red Hat (#null) by 860 ranks, reflecting a meaningful difference in overall market position and activity.
Red Hat is gaining momentum (72% velocity increase) while Scale AI is holding steady, creating a potential ranking shift ahead.
Sentiment is closely matched — Red Hat edges out at 0% vs -10%, suggesting comparable community trust. Scale AI maintains more authentic positioning with a hype gap of -0.5, compared to Red Hat's 3.3 — a key signal for evaluating long-term reliability.
Watch for: Red Hat's latest signal ("Announcing Red Hat OpenShift Pipelines 1.21: Faster builds, ...") and Scale AI's ("Scale AI launches Voice Showdown, the first real-world bench...") could shift this matchup.
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Why Compare Red Hat vs Scale AI?
Cross-Tier Comparison
Comparing Scale AI (#139) with Red Hat (Unranked). Useful for understanding what separates top-tier from emerging players.
Who Compares Red Hat and Scale AI
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Scale AI for enterprise-grade reliability, Red Hat for cutting-edge features."
Key Differences Between Red Hat and Scale AI
- **Overall Performance**: 13.0-point score gap indicates Scale AI has stronger combined metrics across activity, sentiment, and execution.
Choosing Between Red Hat and Scale AI
Consider Red Hat if you value:
- • Higher development activity
- • Stronger community sentiment
Consider Scale AI if you value:
- • Higher substance-to-hype ratio
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