>Cohere vs Scale AI
Cohere AI Company Profile & Rankings • Scale AI AI Company Profile & Rankings
AI Activity Comparison
Cohere
Cohere Inc. is a Canadian multinational technology company that develops large language models and artificial intelligence products for enterprise applications. The company specializes in serving regulated industries, including finance, healthcare, manufacturing, and energy, as well as the public sector. Founded in 2019 by Aidan Gomez, Ivan Zhang, and Nick Frosst, the company is headquartered in Toronto and San Francisco with several international offices. A notable initiative is Cohere Labs, a nonprofit research lab dedicated to open-source machine learning research. The company's platform is powered by infrastructure from Google Cloud, which utilizes its Tensor Processing Units (TPUs). Cohere is currently led by CEO Aidan Gomez and President and COO Martin Kon.
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 11 events tracked for Cohere over the past 30 days (2 in the past 7 days), updated in near real-time.
Cohere versus Scale AI: Live 2026 Comparison
Based on real-time data, Cohere outperforms Scale AI across both activity (2 vs 2 events this week) and community sentiment (55% vs 45%). 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 Scale AI has more authentic positioning (gap: -0.9) compared to Cohere (8.9). Data refreshes every 5 minutes. Compare other AI companies →
Cohere vs Scale AI: Key Signals
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Cohere 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 Cohere from Scale AI
Who Ships Faster: Cohere or Scale AI?
Cohere logged 2 events this week vs Scale AI's 2 — a 1.0x difference in product launches, research papers, and code commits. Over the past 30 days, the gap is 2.8x (11 vs 4), suggesting this pace is consistent.
What Users Think of Cohere vs Scale AI
Cohere has 55% positive sentiment vs Scale AI's 45%. The 10-point gap is modest, meaning both have comparable community trust.
Does Scale AI Deliver on Its Promises?
Scale AI's hype gap of -0.9 vs Cohere's 8.9 means Scale AI delivers on its promises — marketing claims closely match actual capabilities.
Where Scale AI and Cohere Rank
Scale AI at #86 outranks Cohere at #114 among 2,800+ AI companies. The 28-rank gap reflects different market tiers and adoption levels.
Cohere vs Scale AI: Momentum Trend
Cohere is accelerating (8% velocity growth) while Scale AI is flat — a diverging trend worth watching.
About Cohere and Scale AI
Cohere
- Headquarters
- Toronto, Canada
- Rank
- #114
- Score
- 9.7
- Website
- cohere.com
Latest Signals: Cohere vs Scale AI
Latest tracked events for each company — product launches, research papers, community discussions, and more.
Cohere(2 events this week)
Today at GTC, we announced that we’re building NVIDIA ecosystem-native models and an optimized insta...
• Cohere TwitterCoherent Solutions Releases Research on AI-driven Fraud Prevention in Banking and Finance and the Best AI Models for Banks - PA Media
• Google News - AI FinanceNeurotechnology? For Cancer? (Ben Woodington & Elise Jenkins)
• Hacker News NewestCohere joins Aston Martin Aramco as Official Generative AI Partner to help accelerate AI innovation - Aston Martin F1 Team
• Google News - AI GeneralJoin Cohere next week at @nvidia GTC in sunny San Jose! Hear directly from our team on how we empo...
• Cohere Twitter
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 NewestClarifying Scale AI's ML Research Engineer Coding Interview Structure for Effective Preparation
• Dev.to Machine Learning TagA benchmark of expert-level academic questions to assess AI capabilities - Nature
• Hacker News NewestScale AI logo
• Scale AI BlogScale AI alum raises $9M for AI serving critical industries in MENA
• TechCrunch AI
Analysis: Cohere vs Scale AI
Scale AI (#86) leads Cohere (#114) by 28 ranks, reflecting a meaningful difference in overall market position and activity.
Cohere is shipping faster with 2 events this week, compared to Scale AI's 2.
Sentiment is closely matched — Cohere edges out at 55% vs 45%, suggesting comparable community trust. Scale AI maintains more authentic positioning with a hype gap of -0.9, compared to Cohere's 8.9 — a key signal for evaluating long-term reliability.
Watch for: Cohere's latest signal ("Today at GTC, we announced that we’re building NVIDIA ecosys...") and Scale AI's ("Scale AI launches Voice Showdown, the first real-world bench...") could shift this matchup.
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Compare API Pricing
Cohere offers LLM APIs. Compare model pricing across 1,500+ models from 23+ providers.
Compare LLM API Pricing →Why Compare Cohere vs Scale AI?
Leader vs Challenger
Scale AI (#86) has established market position, while Cohere (#114) is 28 ranks behind. This comparison shows the gap between market leaders and aspiring competitors.
Who Compares Cohere and Scale AI
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Scale AI for enterprise-grade reliability, Cohere for cutting-edge features."
Choosing Between Cohere and Scale AI
Consider Cohere if you value:
- • Stronger community sentiment
Consider Scale AI if you value:
- • Proven market leadership (#86)
- • Higher substance-to-hype ratio
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