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> Scale AI rank #109

Rank
#109
Score
15.8
Events (7d)
3
Sentiment
-10%
Signals updated
Rank
#109
Score
15.8
Change (7d)
-1.4

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.

scale.com
—

Score decreased by 1.4 points

Based on 7-day data • Currently rank #109

24h: -0.1
7d: -1.4

Scale AI Ranking History

Rank#109▲32(30d)
Score16▲5(7d)
Hype Gap-1.50▼0.6(14d)
vs:
Score
Rank
Hype Gap↓ 1.20 (14d)
Tracking since January 14, 2026
Overall Score
15.8
7-Day Events
3
Events
10
37 all-time
Last 30 days
Sentiment
-10%
Data snapshot:

💬Social Buzz

7-Day Mentions
3
0.4 per day
30-Day Mentions
10
0.3 per day
Buzz Trend
+29%Rising
vs 30-day average
Mentions from social media, news articles, and community discussions

Hype vs Reality Analysis

Hype Score
What they say about themselves
5.9
Reality Score
What the community says
7.4
Hype Gap
balanced
✅
-1.5
What They Say (Hype)
  • •agi claim
  • •vagueness
  • •product_launch event
What They Ship (Reality)
  • •product_launch event
  • •metrics
  • •research event
Based on 21 events analyzed • Trend: stable • Confidence: 100%

Scale AI Recent Signals

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Headquarters
San Francisco, CA
Website
scale.com
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Scale AI Top Competitors & Alternatives

OpenAI#2
ai_research_lab5 shared events
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📰Latest News about Scale AI

Scale AI Finds AI Agents Fail 97.5% of Real Jobs, New Studies Reveal Reliability GapPrimary

Scale AI Finds AI Agents Fail 97.5% of Real Jobs, New Studies Reveal Reliability Gap

5% of real‑world tasks— from coding to data cleanup— are botched by AI agents, reports indicate, highlighting a massive reliability gap even when the agents’ actions appear logically sound.

Scale AI Launches Voice Showdown, Real‑World Voice AI Benchmark Reveals Humbling GapsPrimary

Scale AI Launches Voice Showdown, Real‑World Voice AI Benchmark Reveals Humbling Gaps

While the AI elite bragged about flawless, real‑time voice chat, VentureBeat reports that Scale AI’s new Voice Showdown benchmark exposed humbling gaps in OpenAI, Google DeepMind, Anthropic and xAI models.

View all AI news
📊

Intelligence Coverage

31 total mentions
Tue, Apr 14•2 mentions+0%

LinkedIn is Testing an “AI Labor Marketplace” to Rival Mercor and Scale AI - Techloy

businessresearch
Sun, Apr 12•1 mention+0%

Synthetic Data: Wie künstliche Trainingsdaten den KI-Datenhunger stillen

research
Tue, Apr 7•1 mention+0%

Porn, dog poo and social media snaps: the ‘taskers’ scraping the internet for Meta-owned AI firm

news
Tue, Mar 31•2 mentions-50%

Yupp.ai shuts down after raising $33M from a16z crypto's Chris Dixon | TechCrunch

business
Sat, Mar 21•2 mentions-25%

AI Agents Fail 97.5% of Real Jobs: What 3 New Studies Reveal About Agent Reliability

launchesresearch
Fri, Mar 20•2 mentions+35%

Scale AI launches Voice Showdown, the first real-world benchmark for voice AI - and the results are humbling for some top models

newsresearch
Fri, Feb 27•1 mention+60%

A benchmark of expert-level academic questions to assess AI capabilities - Nature

research
Browse all Intelligence reports

Due Diligence Report

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Why Scale AI Matters

Market Position

Scale AI is a tracked AI company (#109 globally), actively developing in the AI space with measurable output.

Activity & Innovation

With **3 events in the last 7 days**, Scale AI shows measured, strategic activity in the AI landscape.

What Sets Them Apart

**Balanced approach**: Marketing claims align with actual technical output, suggesting authentic innovation backed by execution.

Data Context

Scale AI's hype-to-reality gap is narrow (-1.5), indicating authentic market positioning.

Who Should Track This Company

  • ✓Researchers monitoring the full AI ecosystem
  • ✓Scouts and analysts tracking long-tail AI companies
  • ✓Regional investors focused on the San Francisco, CA tech ecosystem
#109
Global Rank
3
Events (7d)
16
Overall Score
-10
Sentiment
>

How Scale AI Is Ranked

Scale AI's #109 ranking is calculated from 5 dimensions, weighted by time-decayed event activity:

Rank: #109Score: 16Distance to #1: 984.2 pts
Scale AI (#109)2% of leader
Leader gap: 984.2 pts
Signal Activity (30d)
10
Events detected
3
High-impact signals
3
This week
1

Innovation (25%)

New products, breakthrough announcements, and novel capabilities.

Dimension score:3
Share of total:20.9%
2

Adoption (25%)

User adoption signals, integration announcements, and growth metrics.

Dimension score:4
Share of total:22.8%
3

Market Impact (20%)

Funding rounds, partnerships, acquisitions, and industry influence.

Dimension score:4
Share of total:24.1%
4

Media Attention (15%)

Press coverage, industry discussion, and community engagement.

Dimension score:1
Share of total:3.8%
5

Technical (15%)

Research papers, technical capabilities, and engineering output.

Dimension score:5
Share of total:29.1%

Score Summary

Innovation: 3 (20.9%)
Adoption: 4 (22.8%)
Market Impact: 4 (24.1%)
Media Attention: 1 (3.8%)
Technical: 5 (29.1%)
Overall Score: 16

Primary ranking driver: Technical (29.1% of total)

Supplementary Metrics

These metrics are tracked separately and do not directly affect the ranking score:

Sentiment:-10%
7-day events:3
Hype gap:-2 ✅
Reality score:7

What Could Move Scale AI's Rank

↗

Increase innovation & adoption activity

Ship more features, publish research, grow user base

+5-15 ranks