EPISODE · Apr 18, 2026 · 16 MIN
The Model Wars
from Prompted: Tech Talks
Part two of two on large language models. As of Q1 2026, there is no consensus winner among the frontier AI models — but there are real differences in architecture, infrastructure bets, and use-case fit. This episode maps the competitive landscape: OpenAI, Anthropic, and Google at the top tier; Meta's Llama, DeepSeek, and Mistral in the open-source tier; and the product layer of companies like Harvey, Cursor, Perplexity, and OpenClaw building on top of all of them. IN THIS EPISODE • The three-tier competitive landscape — frontier labs, open-source, and the product layer • How OpenAI, Anthropic, and Google's infrastructure partnerships shape how they compete • What actually differentiates GPT, Claude, and Gemini — and where the benchmarks don't tell the whole story • The open-source case: Llama, DeepSeek R1, and Mistral's efficiency argument • Harvey, Cursor, Perplexity, and OpenClaw — why the product layer may be where the value is • The open questions: convergence, the open-source ceiling, and what agentic AI means for trust SOURCES • OpenAI/Microsoft — NVIDIA GB300 supercluster, $250B Azure commitment (2025) — https://www.cnbc.com/2025/11/03/open-ai-amazon-aws-cloud-deal.html • OpenAI/AWS — $38B deal ending Microsoft cloud exclusivity (November 2025) — https://www.cnbc.com/2025/11/03/open-ai-amazon-aws-cloud-deal.html • Anthropic/AWS — Project Rainier, 500K Trainium2 chips, named primary cloud partner (2024) — https://www.aboutamazon.com/news/aws/aws-project-rainier-ai-trainium-chips-compute-cluster • Anthropic/Google Cloud — Expanded TPU partnership, up to 1M chips (October 2025) — https://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-services • Sundar Pichai — Google I/O 2024 keynote — https://blog.google/company-news/inside-google/message-ceo/google-io-2024-keynote-sundar-pichai/ • Mark Zuckerberg — "Open Source AI Is the Path Forward," About Meta (July 2024) — https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/ • Aravind Srinivas — Stanford GSB "View From The Top" interview (2024) — https://www.gsb.stanford.edu/insights/perplexitys-aravind-srinivas-infinite-value-knowledge • Harvey AI — $11B valuation, $195M ARR (March 2026) — https://techcrunch.com/2026/03/25/harvey-confirms-11b-valuation-sequoia-triples-down/ • Cursor — $2B annualized revenue, 1M+ paying users (February 2026) — https://techcrunch.com/2026/03/02/cursor-has-reportedly-surpassed-2b-in-annualized-revenue/ • Perplexity AI — 30–45M monthly active users (2025) — https://www.demandsage.com/perplexity-ai-statistics/ • OpenClaw — open-source local AI agent, 50+ integrations (2025) — https://openclaw.ai • LMSYS Chatbot Arena — UC Berkeley, crowd-sourced blind pairwise rankings (ongoing, Q1 2026) — https://lmarena.ai • DeepSeek R1 — frontier-competitive reasoning at reportedly lower training cost (January 2025) — https://github.com/deepseek-ai/DeepSeek-R1
What this episode covers
Part two of two on large language models. As of Q1 2026, there is no consensus winner among the frontier AI models — but there are real differences in architecture, infrastructure bets, and use-case fit. This episode maps the competitive landscape: OpenAI, Anthropic, and Google at the top tier; Meta's Llama, DeepSeek, and Mistral in the open-source tier; and the product layer of companies like Harvey, Cursor, Perplexity, and OpenClaw building on top of all of them. IN THIS EPISODE • The three-tier competitive landscape — frontier labs, open-source, and the product layer • How OpenAI, Anthropic, and Google's infrastructure partnerships shape how they compete • What actually differentiates GPT, Claude, and Gemini — and where the benchmarks don't tell the whole story • The open-source case: Llama, DeepSeek R1, and Mistral's efficiency argument • Harvey, Cursor, Perplexity, and OpenClaw — why the product layer may be where the value is • The open questions: convergence, the open-source ceiling, and what agentic AI means for trust SOURCES • OpenAI/Microsoft — NVIDIA GB300 supercluster, $250B Azure commitment (2025) — https://www.cnbc.com/2025/11/03/open-ai-amazon-aws-cloud-deal.html • OpenAI/AWS — $38B deal ending Microsoft cloud exclusivity (November 2025) — https://www.cnbc.com/2025/11/03/open-ai-amazon-aws-cloud-deal.html • Anthropic/AWS — Project Rainier, 500K Trainium2 chips, named primary cloud partner (2024) — https://www.aboutamazon.com/news/aws/aws-project-rainier-ai-trainium-chips-compute-cluster • Anthropic/Google Cloud — Expanded TPU partnership, up to 1M chips (October 2025) — https://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-services • Sundar Pichai — Google I/O 2024 keynote — https://blog.google/company-news/inside-google/message-ceo/google-io-2024-keynote-sundar-pichai/ • Mark Zuckerberg — "Open Source AI Is the Path Forward," About Meta (July 2024) — https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/ • Aravind Srinivas — Stanford GSB "View From The Top" interview (2024) — https://www.gsb.stanford.edu/insights/perplexitys-aravind-srinivas-infinite-value-knowledge • Harvey AI — $11B valuation, $195M ARR (March 2026) — https://techcrunch.com/2026/03/25/harvey-confirms-11b-valuation-sequoia-triples-down/ • Cursor — $2B annualized revenue, 1M+ paying users (February 2026) — https://techcrunch.com/2026/03/02/cursor-has-reportedly-surpassed-2b-in-annualized-revenue/ • Perplexity AI — 30–45M monthly active users (2025) — https://www.demandsage.com/perplexity-ai-statistics/ • OpenClaw — open-source local AI agent, 50+ integrations (2025) — https://openclaw.ai • LMSYS Chatbot Arena — UC Berkeley, crowd-sourced blind pairwise rankings (ongoing, Q1 2026) — https://lmarena.ai • DeepSeek R1 — frontier-competitive reasoning at reportedly lower training cost (January 2025) — https://github.com/deepseek-ai/DeepSeek-R1
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The Model Wars
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