>Fast.ai vs Waymo
Fast.ai AI Company Profile & Rankings • Waymo AI Company Profile & Rankings
AI Activity Comparison
Fast.ai
Fast.ai is a non-profit research group focused on deep learning and artificial intelligence, founded in 2016 by Jeremy Howard and Rachel Thomas. Its core mission is to democratize deep learning through education. The organization is best known for providing a free massive open online course (MOOC), 'Practical Deep Learning for Coders,' which requires only a knowledge of Python. The course covers topics including image classification, natural language processing, and various deep learning architectures. In 2018, students from the program won the CIFAR-10 image classification benchmark in Stanford’s DAWNBench competition. The group continues its research and educational efforts to make deep learning more accessible.
Waymo
Waymo LLC is an autonomous driving technology company and subsidiary of Alphabet Inc. Headquartered in Mountain View, California, it operates commercial robotaxi services available to the public in several U.S. cities, including Phoenix, San Francisco, and Austin. The company, which originated from the Google Self-Driving Car Project, was officially spun out as Waymo in December 2016. In October 2020, it became the first company to offer a fully driverless ride-hailing service to the public without safety drivers in the vehicle. As of February 2026, the company had logged over 200 million autonomous miles on public roads. Waymo is led by co-CEOs Tekedra Mawakana and Dmitri Dolgov and has raised significant outside capital, including a $5.6 billion funding round in 2024.
Fast.ai versus Waymo: Live 2026 Comparison
Based on real-time data, Fast.ai outperforms Waymo across both activity (0 vs 0 events this week) and community sentiment (30% vs 0%). This comparison uses real-time data from product launches, research papers, and community discussions, scored through our 5-dimension scoring methodology. Our Hype Gap analysis shows Waymo has more authentic positioning (gap: 6.0) compared to Fast.ai (10.0). Data refreshes every 5 minutes. Compare other AI companies →
Quick Answer
Fast.ai is significantly better than Waymo on both activity (0 vs 0 events) and community sentiment (30% vs 0%), making it the stronger and more reliable choice for most users. Waymo has more honest marketing (hype gap: 6.0 vs 10.0).
Head-to-Head Stats
📊 Visual Comparison
Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.
Metric Definitions:
Key Insights
Shipping Velocity
Fast.ai logged 0 events this week vs Waymo's 0 — a significant difference in product launches, research papers, and code commits.
Community Sentiment
Fast.ai has 30% positive sentiment vs Waymo's 0%. That 30-point gap is significant — it signals stronger user satisfaction and fewer community complaints about Fast.ai.
Marketing Honesty
Waymo's hype gap of 6.0 vs Fast.ai's 10.0 means Waymo has mostly honest positioning, while its competitor shows more marketing inflation.
Market Position
Fast.ai at #103 outranks Waymo at # among 2,800+ AI companies. The 103-rank gap reflects different market tiers and adoption levels.
Momentum Trend
Both companies show stable or declining momentum, suggesting a period of consolidation rather than rapid expansion.
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Why Compare Fast.ai vs Waymo?
Cross-Tier Comparison
Comparing Waymo (Unranked) with Fast.ai (#103). Useful for understanding what separates top-tier from emerging players.
Who Compares These Companies
Enterprise Buyers
Comparing market leader against emerging alternative to balance stability vs innovation.
"Waymo for enterprise-grade reliability, Fast.ai for cutting-edge features."
Key Differences
- **Community Perception**: Fast.ai has notably stronger positive sentiment (30% higher).
- **Overall Performance**: 11.2-point score gap indicates Waymo has stronger combined metrics across activity, sentiment, and execution.
Making Your Decision
Consider Fast.ai if you value:
- • Stronger community sentiment
Consider Waymo if you value:
- • Higher substance-to-hype ratio
How Company Comparisons Work
Our comparison system analyzes real-time data across multiple dimensions to give you an objective, data-driven view of how companies stack up.
Real-Time Data Aggregation
We pull live data from 200+ verified sources including GitHub commits, arXiv research papers, product launches, Reddit discussions, and tech news. Data refreshes every 5 minutes.
Apples-to-Apples Scoring
Companies operate at different scales, so we normalize all metrics for fair comparison. Events are scored with time decay (recent events count more) and source diversity multipliers.
5-Dimension Scoring
Each event is classified across 5 dimensions, then aggregated with time decay and source diversity weighting.
Visual Comparison
We present the data in multiple formats to help different decision-making styles:
- ✓Head-to-Head Table: Direct numeric comparison of all metrics
- ✓Radar Chart: Visual shape shows strengths and weaknesses
- ✓Key Insights: AI-generated narrative explaining what the numbers mean
- ✓Hype Detection: Marketing honesty comparison (over-promise vs over-deliver)
Always Current
Unlike static "best of" lists that get stale, our comparisons update every 5 minutes. When a company ships a major release or gets negative sentiment, you'll see it reflected immediately.
Why Trust These Comparisons?
100% algorithmic: No human bias, no pay-for-ranking, no editorial interference. The data speaks for itself.
Open methodology: You can see exactly how scores are calculated and what data sources we use.
Real-time validation: Every metric is verifiable through GitHub, arXiv, Reddit, and other public sources.
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