Amazon internal docs show AI startups cutting back on AWS usage
AI startups are scaling back AWS usage in favor of direct compute and AI model services.
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2 days agoAmazon internal docs show AI startups cutting back on AWS usage
Internal documents from Amazon suggest many AI startups are delaying or reducing spending on AWS, opting to invest more directly in AI model infrastructure, developer tools, and GPU compute. The shift reflects startups evaluating cost tradeoffs and vendor flexibility amid surging GPU demand. Reports show that in the earlier YC cohort, only ~4.3% used AWS Bedrock, while the majority leaned toward OpenAI’s models. AWS is reportedly strategizing revised pricing and incentives to retain early-stage clients.
neutral
2 days agoAmazon internal docs show AI startups cutting back on AWS usage
Internal documents from Amazon suggest many AI startups are delaying or reducing spending on AWS, opting to invest more directly in AI model infrastructure, developer tools, and GPU compute. The shift reflects startups evaluating cost tradeoffs and vendor flexibility amid surging GPU demand. Reports show that in the earlier YC cohort, only ~4.3% used AWS Bedrock, while the majority leaned toward OpenAI’s models. AWS is reportedly strategizing revised pricing and incentives to retain early-stage clients.
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Amazon internal docs show AI startups cutting back on AWS usage
3 days ago
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AI startups are scaling back AWS usage in favor of direct compute and AI model services.
Internal documents from Amazon suggest many AI startups are delaying or reducing spending on AWS, opting to invest more directly in AI model infrastructure, developer tools, and GPU compute. The shift reflects startups evaluating cost tradeoffs and vendor flexibility amid surging GPU demand. Reports show that in the earlier YC cohort, only ~4.3% used AWS Bedrock, while the majority leaned toward OpenAI’s models. AWS is reportedly strategizing revised pricing and incentives to retain early-stage clients.
Internal documents from Amazon suggest many AI startups are delaying or reducing spending on AWS, opting to invest more directly in AI model infrastructure, developer tools, and GPU compute. The shift reflects startups evaluating cost tradeoffs and vendor flexibility amid surging GPU demand. Reports show that in the earlier YC cohort, only ~4.3% used AWS Bedrock, while the majority leaned toward OpenAI’s models. AWS is reportedly strategizing revised pricing and incentives to retain early-stage clients.
Companies:
Amazon
OpenAI
Tags:
ai
cloud
ai
cloud
startup
infrastructure
Source:
Oct 16, 2025 • 21:50 IST