>Scale AI vs Stargate
Scale AI AI Company Profile & Rankings • Stargate AI Company Profile & Rankings
AI Activity Comparison
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.
Stargate
Stargate is a military science fiction media franchise owned by Amazon MGM Studios, centered on the concept of an alien wormhole device that enables interstellar travel. The franchise originated from the 1994 film directed by Roland Emmerich. Its primary expansion was through television, beginning with the sequel series Stargate SG-1 in 1997, followed by Stargate Atlantis, Stargate Universe, and the prequel web series Stargate Origins. The story universe also includes direct-to-DVD movies, books, video games, and comic books. The last television series, Stargate Universe, concluded in 2011. Subsequent canonical stories have been continued in comics, such as those published by American Mythology starting in 2016.
Based on 6 events tracked for Scale AI over the past 30 days (2 in the past 7 days), updated in near real-time.
Scale AI versus Stargate: Live 2026 Comparison
Stargate leads in development velocity with 4 events this week (2.0x more than Scale AI), while Scale AI holds the edge in community sentiment at -13% positive. This comparison draws on 6 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: -2.3) compared to Stargate (-2.3). Data refreshes every 5 minutes. Compare other AI companies →
Scale AI vs Stargate: Key Signals
Data refreshes every 5 minutes. Compare other companies →
Scale AI vs Stargate: Head-to-Head
📊 Visual Comparison
Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.
Metric Definitions:
What Separates Scale AI from Stargate
Who Ships Faster: Stargate or Scale AI?
Stargate logged 4 events this week vs Scale AI's 2 — a 2.0x difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 0.8x (5 vs 6), suggesting this gap is widening.
What Users Think of Scale AI vs Stargate
Scale AI has -13% positive sentiment vs Stargate's -43%. That 30-point gap is significant — it signals stronger user satisfaction and fewer community complaints about Scale AI.
Does Scale AI Deliver on Its Promises?
Scale AI's hype gap of -2.3 vs Stargate's -2.3 means Scale AI delivers on its promises — marketing claims closely match actual capabilities.
Where Scale AI and Stargate Rank
Scale AI at #88 outranks Stargate at #180 among 2,800+ AI companies. The 92-rank gap reflects different market tiers and adoption levels.
Scale AI vs Stargate: Momentum Trend
Both companies show stable or declining momentum, suggesting a period of consolidation rather than rapid expansion.
About Scale AI and Stargate
Stargate
- Rank
- #180
- Score
- 5.8
- Website
- openai.com
Latest Signals: Scale AI vs Stargate
Latest tracked events for each company — product launches, research papers, community discussions, and more.
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 NewestScale AI logo
• Scale AI Blog
Stargate(4 events this week)
Stargate is the umbrella brand for our compute strategy. It’s about mobilizing the full ecosystem to...
• OpenAI TwitterOpenAI and SoftBank to invest $1bn in energy and data centre supplier
• Financial Times TechnologyOpenAI, Oracle plan 1 gigawatt Stargate data centre with Related Digital - South China Morning Post
• Google News - AI General
Analysis: Scale AI vs Stargate
Scale AI (#88) leads Stargate (#180) by 92 ranks, reflecting a meaningful difference in overall market position and activity.
Stargate is shipping faster with 4 events this week, compared to Scale AI's 2.
Community sentiment diverges sharply: Scale AI at -13% positive vs Stargate's -43%. Scale AI maintains more authentic positioning with a hype gap of -2.3, compared to Stargate's -2.3 — a key signal for evaluating long-term reliability.
Watch for: Scale AI's latest signal ("Scale AI launches Voice Showdown, the first real-world bench...") and Stargate's ("Stargate is the umbrella brand for our compute strategy. It’...") could shift this matchup.
Want More Details?
View full company profiles with event history and trend analysis
Why Compare Scale AI vs Stargate?
Cross-Tier Comparison
Comparing Scale AI (#88) with Stargate (#180) reveals the 92-rank gap between different market tiers. Useful for understanding what separates top-tier from emerging players.
Who Compares Scale AI and Stargate
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Scale AI for enterprise-grade reliability, Stargate for cutting-edge features."
Key Differences Between Scale AI and Stargate
- **Community Perception**: Scale AI has notably stronger positive sentiment (30% higher).
Choosing Between Scale AI and Stargate
Consider Scale AI if you value:
- • Proven market leadership (#88)
- • Stronger community sentiment
- • Higher substance-to-hype ratio
Consider Stargate if you value:
- • Higher development activity
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.