>Linear vs World Labs
Linear AI Company Profile & Rankings • World Labs AI Company Profile & Rankings
AI Activity Comparison
Linear
Linear Technology Corporation was a semiconductor company that designed, manufactured, and marketed high-performance analog integrated circuits. Its product portfolio included over 7,500 items, organized into categories such as data conversion, signal conditioning, and power management. The company's components were used in a wide range of applications, including telecommunications, automotive electronics, industrial instrumentation, and military systems. A notable product was LTspice, a freely available SPICE simulation software with schematic capture. Founded in 1981 and headquartered in Milpitas, California, the company was acquired by Analog Devices in March 2017 for $14.8 billion. The Linear Technology name is maintained as the 'Power by Linear' brand for the combined power management portfolios of the two companies.
World Labs
World Labs is a technology company focused on developing advanced artificial intelligence models. The company has gained industry recognition for its work in spatial intelligence and world modeling, notably for its non-JEPA world model which has been highlighted for its technical capabilities. World Labs also provides The World API, a platform interface for developers. The company is currently ranked #75 on an AI industry leaderboard, indicating its active presence in the competitive AI sector, and has been the subject of multiple recent news events concerning its research and product developments.
Based on 15 events tracked for Linear over the past 30 days (4 in the past 7 days), updated in near real-time.
Linear versus World Labs: Live 2026 Comparison
Linear leads in development velocity with 4 events this week (significantly more than World Labs), while World Labs holds the edge in community sentiment at 73% positive. This comparison draws on 4 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 Linear has more authentic positioning (gap: 0.7) compared to World Labs (3.8). Data refreshes every 5 minutes. Compare other AI companies →
Linear vs World Labs: Key Signals
Data refreshes every 5 minutes. Compare other companies →
Linear vs World Labs: Head-to-Head
| Metric | Linear | World Labs |
|---|---|---|
| Rank | #47 | #107 |
| Overall Score | 40.9 | 16.5 |
| 7-Day Events | 4 | 0 |
| 30-Day Events | 15 | 3 |
| Sentiment | 43% | 73% |
| Momentum 7d vs 30d velocity | 0% | 0% |
| Hype Score | 10.1 | 5.6 |
| Reality Score | 9.4 | 1.8 |
| Hype Gap | +0.7 | +3.8 |
📊 Visual Comparison
Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.
Metric Definitions:
What Separates Linear from World Labs
Who Ships Faster: Linear or World Labs?
Linear logged 4 events this week vs World Labs's 0 — a significant difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 5.0x (15 vs 3), suggesting this pace is consistent.
What Users Think of World Labs vs Linear
World Labs has 73% positive sentiment vs Linear's 43%. That 30-point gap is significant — it signals stronger user satisfaction and fewer community complaints about World Labs.
Does Linear Deliver on Its Promises?
Linear's hype gap of 0.7 vs World Labs's 3.8 means Linear delivers on its promises — marketing claims closely match actual capabilities.
Where Linear and World Labs Rank
Linear at #47 outranks World Labs at #107 among 2,800+ AI companies. The 60-rank gap reflects different market tiers and adoption levels.
Linear vs World Labs: Momentum Trend
Both companies show stable or declining momentum, suggesting a period of consolidation rather than rapid expansion.
Latest Signals: Linear vs World Labs
Latest tracked events for each company — product launches, research papers, community discussions, and more.
Linear(4 events this week)
The Linear Centroids Hypothesis: How Deep Network Features Represent Data
• ArXiv Machine Learning (cs.LG)Accurate and Efficient Multi-Channel Time Series Forecasting via Sparse Attention Mechanism
• ArXiv AI (cs.AI)The Review Gap
• Dev.to AI TagLinear adopts agentic AI as CEO declares issue tracking dead
• The RegisterLoom vs Linear: A tale of two AI-cities
• Hacker News Newest
World Labs(0 events this week)
Three ways AI is learning to understand the physical world
• VentureBeat AIWhen 3D Becomes Code: Why World Labs' Architecture Is a Gift for Interpretability Research
• Dev.to AI TagAI Pioneer Fei-Fei Li’s Startup World Labs Raises $1 Billion
• Hacker News Front PageWorld Labs lands $200M from Autodesk to bring world models into 3D workflows | TechCrunch
• TechCrunch AIAI Pioneer Fei-Fei Li’s Startup World Labs Raises $1 Billion
• Bloomberg Technology
Trending Topics: Linear vs World Labs
Linear
World Labs
Analysis: Linear vs World Labs
Linear (#47) leads World Labs (#107) by 60 ranks, reflecting a meaningful difference in overall market position and activity.
Linear is shipping faster with 4 events this week, compared to World Labs's 0.
Community sentiment diverges sharply: World Labs at 73% positive vs Linear's 43%. Linear maintains more authentic positioning with a hype gap of 0.7, compared to World Labs's 3.8 — a key signal for evaluating long-term reliability.
Watch for: Linear's latest signal ("The Linear Centroids Hypothesis: How Deep Network Features R...") and World Labs's ("Three ways AI is learning to understand the physical world") could shift this matchup.
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Why Compare Linear vs World Labs?
Cross-Tier Comparison
Comparing Linear (#47) with World Labs (#107) reveals the 60-rank gap between different market tiers. Useful for understanding what separates top-tier from emerging players.
Who Compares Linear and World Labs
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Linear for enterprise-grade reliability, World Labs for cutting-edge features."
Developers & Builders
Choosing AI tools and platforms based on community sentiment, documentation quality, and ecosystem.
"Consider community feedback and integration ecosystem when making your choice."
Key Differences Between Linear and World Labs
- **Community Perception**: World Labs has notably stronger positive sentiment (30% higher).
- **Overall Performance**: 24.4-point score gap indicates Linear has stronger combined metrics across activity, sentiment, and execution.
Choosing Between Linear and World Labs
Consider Linear if you value:
- • Proven market leadership (#47)
- • Higher development activity
- • Higher substance-to-hype ratio
Consider World Labs if you value:
- • Stronger community sentiment
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