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>Fast.ai vs Poetiq

Fast.ai AI Company Profile & RankingsPoetiq 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.

Poetiq

Poetiq is a business intelligence platform that provides data analytics and market insights for professionals. The company operates within the competitive artificial intelligence sector, where it is currently ranked #279 on a leading industry leaderboard. Its platform is designed to aggregate and analyze complex datasets, delivering actionable intelligence to its clients. Poetiq's services are utilized by businesses to inform strategic decision-making and identify market trends. According to recent data, the company has maintained a low public profile with no significant news events reported in the past 30 days. Its current focus appears to be on the continued development and refinement of its core analytical offerings within the AI-driven business intelligence landscape.

Data updated: • Live

Fast.ai versus Poetiq: Live 2026 Comparison

Fast.ai leads in development velocity with 0 events this week (significantly more than Poetiq), while Poetiq holds the edge in community sentiment at 80% positive. 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 Poetiq has more authentic positioning (gap: -6.3) compared to Fast.ai (10.0). Data refreshes every 5 minutes. Compare other AI companies →

Fast.ai vs Poetiq: Key Signals

Activity:Fast.ai 0 events/wk vs Poetiq 0
Sentiment:Poetiq 80% vs Fast.ai 30%
Rank gap:#117 vs #200 (83 positions apart)
Hype gap:Fast.ai +10.0 vs Poetiq -6.3
Score:Fast.ai 9 vs Poetiq 5

Data refreshes every 5 minutes. Compare other companies →

Fast.ai vs Poetiq: Head-to-Head

Comparison of key metrics between Fast.ai and Poetiq
MetricFast.aiPoetiq
Rank#117#200
Overall Score8.55.0
7-Day Events00
30-Day Events02
Sentiment30%80%
Momentum
7d vs 30d velocity
0%0%
Hype Score10.04.9
Reality Score0.011.2
Hype Gap+10.0-6.3

📊 Visual Comparison

Compare 5 key metrics on a 0-100 scale. Larger area = stronger overall performance.

Fast.ai
Poetiq
Activity
0vs0
Sentiment
30vs80
Score
9vs5
Momentum
50vs50
Confidence
0vs0

Metric Definitions:

Activity: Weekly GitHub events (max 200 = 100)
Sentiment: Community sentiment (0-100)
Score: Overall ranking score
Momentum: Rank movement trend (50 = neutral)
Confidence: Data confidence level (0-100)

What Separates Fast.ai from Poetiq

Who Ships Faster: Fast.ai or Poetiq?

Fast.ai logged 0 events this week vs Poetiq's 0 — a significant difference in product launches, research papers, and code commits.

What Users Think of Poetiq vs Fast.ai

Poetiq has 80% positive sentiment vs Fast.ai's 30%. That 50-point gap is significant — it signals stronger user satisfaction and fewer community complaints about Poetiq.

Does Poetiq Deliver on Its Promises?

Poetiq's hype gap of -6.3 vs Fast.ai's 10.0 means Poetiq delivers on its promises — marketing claims closely match actual capabilities.

Where Fast.ai and Poetiq Rank

Fast.ai at #117 outranks Poetiq at #200 among 2,800+ AI companies. The 83-rank gap reflects different market tiers and adoption levels.

Fast.ai vs Poetiq: Momentum Trend

Both companies show stable or declining momentum, suggesting a period of consolidation rather than rapid expansion.

Latest Signals: Fast.ai vs Poetiq

Latest tracked events for each company — product launches, research papers, community discussions, and more.

Fast.ai(0 events this week)

  • GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations

    ArXiv AI (cs.AI)
  • GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations

    ArXiv Machine Learning (cs.LG)
  • [D] Classification of low resource language using Deep learning

    Reddit - r/MachineLearning Hot
  • Fine-Grained Emotion Detection on GoEmotions: Experimental Comparison of Classical Machine Learning, BiLSTM, and Transformer Models

    ArXiv NLP (cs.CL)
  • BERTs that chat: turn any BERT into a chatbot with dLLM

    Reddit - r/LocalLLaMA New
View all Fast.ai signals →

Poetiq(0 events this week)

  • Six People Just Beat Google on the Hardest AI Reasoning Test Ever Built. They Spent $30 Per Problem.

    Dev.to Machine Learning Tag
  • How A Team Of 7 Keeps Breaking AI Benchmark Records

    Y Combinator
  • Poetiq announces new SOTA on the ARC-AGI-1 and 2

    Hacker News Newest
View all Poetiq signals →

Analysis: Fast.ai vs Poetiq

Fast.ai (#117) leads Poetiq (#200) by 83 ranks, reflecting a meaningful difference in overall market position and activity.

Fast.ai is shipping faster with 0 events this week, compared to Poetiq's 0.

Community sentiment diverges sharply: Poetiq at 80% positive vs Fast.ai's 30%. Poetiq maintains more authentic positioning with a hype gap of -6.3, compared to Fast.ai's 10.0 — a key signal for evaluating long-term reliability.

Watch for: Fast.ai's latest signal ("GECOBench: A Gender-Controlled Text Dataset and Benchmark fo...") and Poetiq's ("Six People Just Beat Google on the Hardest AI Reasoning Test...") could shift this matchup.

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Why Compare Fast.ai vs Poetiq?

Cross-Tier Comparison

Comparing Fast.ai (#117) with Poetiq (#200) reveals the 83-rank gap between different market tiers. Useful for understanding what separates top-tier from emerging players.

Who Compares Fast.ai and Poetiq

Enterprise Buyers

Comparing market leader against emerging alternative to balance stability vs innovation.

"Fast.ai for enterprise-grade reliability, Poetiq for cutting-edge features."

Developers & Builders

Choosing AI tools and platforms based on community sentiment, documentation quality, and ecosystem.

"Consider community feedback and integration ecosystem when making your choice."

Key Differences Between Fast.ai and Poetiq

  • **Community Perception**: Poetiq has notably stronger positive sentiment (50% higher).

Choosing Between Fast.ai and Poetiq

Consider Fast.ai if you value:

  • • Proven market leadership (#117)

Consider Poetiq if you value:

  • • Stronger community sentiment
  • • Higher substance-to-hype ratio

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