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It's not going to change many sites at this price point though. It'll be a minimum of $1,800/mo(!) and that's only for 10k documents, 4k queries/day.

https://aws.amazon.com/kendra/pricing/




This is a trend for AWS. The building blocks (S3, EBS, EC2, Lambda, Dynamo) are priced at cost + margin, and prices tend to improve.

The more niche/higher level services like kendra are priced based on the value to a medium to large company.

They don’t expect individual developers to use this, or build anything on top of it. They expect a partner or employee of the company to do a pilot on the developer pricing, then convert to the enterprise pricing.

It’s a somewhat annoying trend but imo Google Cloud is a much worse offender here, everything new from them seems to be on prem “call sales for pricing” aimed at the enterprise.


The pricing sort of makes sense for hardware:

* 3x m5.12xlarge (192GB RAM) = $6.90 / hr

* Kendra Enterprise 150GB "documents" = $7 / hr

But for the AWS offering, you get less than one mean query per second (capped per day). I would think ElasticSearch on the same hardware would offer a couple orders of magnitude more throughput.

The AWS pages talk about "document scanning," so perhaps this product is poised more towards replacing an office full of humans and filing cabinets, which most definitely costs more than $7/hr. This is the gateway product to wanting ElasticSearch.




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