>HP vs Scale AI
HP AI Company Profile & Rankings • Scale AI AI Company Profile & Rankings
AI Activity Comparison
HP
HP Inc. is a technology company that produces personal computers, printers, and related supplies. Following its 2015 split from Hewlett Packard Enterprise, HP focused on personal systems and printing. The company has been integrating AI into its products including intelligent printing, PC performance optimization, and sustainability features.
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 3 events tracked for HP over the past 30 days, updated in near real-time.
HP versus Scale AI: Live 2026 Comparison
Based on real-time data, Scale AI outperforms HP across both activity (2 vs 0 events this week) and community sentiment (3% vs -17%). This comparison draws on 2 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 HP has more authentic positioning (gap: -2.4) compared to Scale AI (-1.0). Data refreshes every 5 minutes. Compare other AI companies →
HP vs Scale AI: Key Signals
Data refreshes every 5 minutes. Compare other companies →
HP 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 HP from Scale AI
Who Ships Faster: Scale AI or HP?
Scale AI logged 2 events this week vs HP's 0 — a significant difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 2.0x (6 vs 3), suggesting this pace is consistent.
What Users Think of Scale AI vs HP
Scale AI has 3% positive sentiment vs HP's -17%. That 20-point gap is significant — it signals stronger user satisfaction and fewer community complaints about Scale AI.
Does HP Deliver on Its Promises?
HP's hype gap of -2.4 vs Scale AI's -1.0 means HP delivers on its promises — marketing claims closely match actual capabilities.
Where Scale AI and HP Rank
Scale AI at #76 outranks HP at #171 among 2,800+ AI companies. The 95-rank gap reflects different market tiers and adoption levels.
HP vs Scale AI: Momentum Trend
HP is accelerating (215% velocity growth) while Scale AI is flat — a diverging trend worth watching.
About HP and Scale AI
Latest Signals: HP vs Scale AI
Latest tracked events for each company — product launches, research papers, community discussions, and more.
HP(0 events this week)
HP realizes that mandatory 15-minute support call wait times isn’t good support
• Hacker News NewestHP Omen Max 45L review: Flagship desktop gaming PC performance with a price tag to match
• Toms HardwareHP says memory costs doubled in one quarter, now account for 35% of PC build materials
• Toms HardwareChoose an Intel or AMD CPU and save up to $1200 on an RTX 5080-powered Omen Max 16 laptop - high-end gaming just got cheaper
• Toms HardwareHow Stack Overflow’s MCP Server is helping HP modernize the software development lifecycle - Stack Overflow
• Stack Overflow Blog
Scale AI(2 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 GeneralA benchmark of expert-level academic questions to assess AI capabilities - Nature
• Hacker News NewestClarifying Scale AI's ML Research Engineer Coding Interview Structure for Effective Preparation
• Dev.to Machine Learning Tag
Analysis: HP vs Scale AI
Scale AI (#76) leads HP (#171) by 95 ranks, reflecting a meaningful difference in overall market position and activity.
HP is gaining momentum (215% velocity increase) while Scale AI is holding steady, creating a potential ranking shift ahead.
Community sentiment diverges sharply: Scale AI at 3% positive vs HP's -17%. HP maintains more authentic positioning with a hype gap of -2.4, compared to Scale AI's -1.0 — a key signal for evaluating long-term reliability.
Watch for: HP's latest signal ("HP realizes that mandatory 15-minute support call wait times...") and Scale AI's ("Scale AI launches Voice Showdown, the first real-world bench...") could shift this matchup.
Want More Details?
View full company profiles with event history and trend analysis
Why Compare HP vs Scale AI?
Cross-Tier Comparison
Comparing Scale AI (#76) with HP (#171) reveals the 95-rank gap between different market tiers. Useful for understanding what separates top-tier from emerging players.
Who Compares HP and Scale AI
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Scale AI for enterprise-grade reliability, HP for cutting-edge features."
Key Differences Between HP and Scale AI
- **Community Perception**: Scale AI has notably stronger positive sentiment (20% higher).
- **Overall Performance**: 11.2-point score gap indicates Scale AI has stronger combined metrics across activity, sentiment, and execution.
Choosing Between HP and Scale AI
Consider HP if you value:
Consider Scale AI if you value:
- • Proven market leadership (#76)
- • Higher development activity
- • Stronger community sentiment
- • Higher substance-to-hype ratio
Create Your Own Comparison
Compare any two AI companies from our database of 100+ tracked companies. Get instant access to real-time metrics, activity data, and marketing honesty scores.