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  • GoogleGemini 4 Hydrogen$1.50 / $7.50
  • GoogleGemini 4 Carbon$2 / $10
  • MetaMuse Ember$0.10 / $0.50
  • AnthropicClaude Fable 5.2$8 / $40
  • OpenAIGPT-6.1 Terra$1 / $5
  • MorphKimi K3.1 Pro$2.50 / $14
  • Moonshot AIKimi K3.1 Pro$2 / $10
  • Moonshot AIKimi K3.1 Pro Highspeed$4 / $20
  • MiniMaxMiniMax-M3.1-Flash$0.15 / $0.60
  • MistralDeepSeek V4.1 Flash 1017$0.30 / $1.20
  • MorphDeepSeek V4.1 Flash 1017$0.12 / $0.80
  • DeepSeekDeepSeek V4.1 Flash 1017$0.30 / $1.20
  • DeepSeekDeepSeek V4 Flash Vision Exp$0.15 / $0.60
  • DeepSeekDeepSeek V4 Flash$0.15 / $0.60
  • InceptionMercury 3$0.10 / $0.35
  • GoogleGemini 4 Argon$2 / $10
  • MetaMuse Wonder$4 / $20
  • AnthropicClaude Haiku 5.5$0.10 / $0.50
  • MistralMistral Large 4.0.8$0.70 / $2.10
  • MistralMistral Large 4$0.70 / $2.10
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Stork AI Daily

The lead

Google's TPU v7 delivers 1.85x more tokens per dollar than NVIDIA.

Wren Calloway·The Daily

NVIDIA's hardware moat is evaporating. Google is forcing the incumbent to rely on software tricks just to stay competitive.

Google's TPU v7 is officially outperforming NVIDIA's GB300 by 1.85 times on tokens per dollar in an FP8 comparison. This is a direct hit to the core of NVIDIA's pricing power, striking right at the metric that matters most to production AI: inference cost. For years, the market accepted that NVIDIA's premium pricing was justified by unmatched performance. Google has just shattered that consensus by delivering nearly twice the token efficiency per dollar.

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TL;DR

  • Google's TPU v7 delivers 1.85 times more tokens per dollar than NVIDIA's GB300 in FP8.
  • Anthropic grew revenue 13 times while compute expenses only grew 4.3 times.
  • OpenAI is building custom Jalapeno chips to break free of the GPU monopoly.
  • United Airlines banned third-party AI agents from booking flights to stop middlemen.
  • Elon Musk's xAI dumped JAX for a custom C++ stack to train Grok 4.8.
  • We compared ten AI watermark removers on price, limits, and the law.

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The rest of the field

From the editor

The GPU monopoly is officially bleeding, and Google just delivered the deepest cut yet. If you thought NVIDIA's dominance was an immovable law of physics, it's time to check the math. For the last three years, the entire artificial intelligence industry has operated under a single, depressing assumption: you pay whatever Jensen Huang asks, or you do not get to train frontier models. That era is over.

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Previous edition: Anthropic targets $1.404 trillion IPO valuation

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Stork.AI is an AI tools directory with a daily front page of AI news. Tool pages state real prices from each vendor's own pricing page, alternatives and user opinions; a free check reads any site the way AI crawlers do, and Stork Pro tracks how ChatGPT, Claude, Perplexity, Gemini, Grok and Google answer in your category. Stork also lists MCP servers and vetted AI agencies, and publishes in eight languages.

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