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> Scale AI rank #88

Rank
#88
Score
15.6
Events (7d)
2
Sentiment
-13%
Signals updated
Rank
#88
Score
15.6
Change (7d)
-0.6
To #87
-3.0 pts

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
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Score decreased by 0.6 points

Based on 7-day data • Currently rank #88

24h: +0.7
7d: -0.6

Scale AI Ranking History

Rank#88▲311(30d)
Score16▲1.5(7d)
Hype Gap-2.30▼2.3(14d)
vs:
Score
Rank
Hype Gap↓ 0.50 (14d)
Tracking since January 9, 2026
Overall Score
15.6
7-Day Events
2
Events
6
33 all-time
Last 30 days
Sentiment
-13%
Data snapshot:

💬Social Buzz

7-Day Mentions
2
0.3 per day
30-Day Mentions
6
0.2 per day
Buzz Trend
+43%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
3.9
Reality Score
What the community says
6.2
Hype Gap
balanced
✅
-2.3
What They Say (Hype)
  • •agi claim
  • •vagueness
  • •product_launch event
What They Ship (Reality)
  • •product_launch event
  • •metrics
  • •data details
Based on 22 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

27 total mentions
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
Sun, Feb 22•1 mention+50%

Scale AI logo

business
Wed, Jan 7•1 mention+0%

Global Venture Funding In 2025 Surged As Startup Deals And Valuations Set All-Time Records

news
Mon, Jan 5•1 mention+70%

Crunchbase Predicts: Why Top VCs Expect More Venture Dollars, Bigger Rounds And Fewer Winners In 2026

news
Browse all Intelligence reports

Due Diligence Report

Get a comprehensive AI-generated analysis of Scale AI including market position, competitive landscape, technology assessment, and investment considerations.

$99 per report

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Why Scale AI Matters

Market Position

Scale AI is an emerging AI company (#88 globally), showing strong momentum and growth potential in a competitive market.

Activity & Innovation

Scale AI showed **2 events this week**, above its recent baseline — early signs of a potential uptick in activity.

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 (-2.3), indicating authentic market positioning.

Who Should Track This Company

  • ✓Early adopters seeking next-generation AI tools
  • ✓Venture investors scouting high-potential AI startups
  • ✓Industry watchers tracking emerging innovation trends
#88
Global Rank
2
Events (7d)
16
Overall Score
-13
Sentiment
>

How Scale AI Is Ranked

Scale AI's #88 ranking is calculated from 5 dimensions, weighted by time-decayed event activity:

Rank: #88Score: 16Distance to #1: 984.4 ptsDistance to #89: 3.3 pts
Scale AI (#88)2% of leader
Leader gap: 984.4 pts
Signal Activity (30d)
6
Events detected
3
High-impact signals
2
This week
1

Innovation (25%)

New products, breakthrough announcements, and novel capabilities.

Dimension score:3
Share of total:21.2%
2

Adoption (25%)

User adoption signals, integration announcements, and growth metrics.

Dimension score:3
Share of total:21.2%
3

Market Impact (20%)

Funding rounds, partnerships, acquisitions, and industry influence.

Dimension score:4
Share of total:27.6%
4

Media Attention (15%)

Press coverage, industry discussion, and community engagement.

Dimension score:0
Share of total:0.0%
5

Technical (15%)

Research papers, technical capabilities, and engineering output.

Dimension score:5
Share of total:30.1%

Score Summary

Innovation: 3 (21.2%)
Adoption: 3 (21.2%)
Market Impact: 4 (27.6%)
Media Attention: 0 (0.0%)
Technical: 5 (30.1%)
Overall Score: 16

Primary ranking driver: Technical (30.1% of total)

Supplementary Metrics

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

Sentiment:-13%
7-day events:2
Hype gap:-2 ✅
Reality score:6

What Could Move Scale AI's Rank

↗

Increase innovation & adoption activity

Ship more features, publish research, grow user base

+5-15 ranks