Moonshot AI's Kimi API Platform is now live on AWS Marketplace, making its latest coding model , Kimi K2.7 Code , accessible to enterprise AWS teams through consolidated billing. The listing also lets eligible customers count Kimi API usage toward their AWS Enterprise Discount Program (EDP) commitments, a procurement detail that could meaningfully accelerate adoption inside large organizations already locked into AWS spend agreements.
The model behind the listing
The flagship offering on the marketplace page is Kimi K2.7 Code, Moonshot AI's newest open-weight coding model, which appeared on Hugging Face on June 12, 2026. It is a 1-trillion-parameter Mixture-of-Experts model with 32B active parameters and a 256K-token context window, released under a Modified MIT license. The MoE design , where only a fraction of the total parameters activate per token , is what keeps a 1T-parameter model affordable to serve.
It is specialized for long-horizon, agentic software engineering and uses roughly 30% fewer "thinking" tokens than Kimi K2.6 while scoring higher on Moonshot's coding benchmarks. In practice, that efficiency gain compounds: reasoning models burn a large share of their output budget on thinking tokens , the internal chain-of-thought that precedes every tool call and code edit. In an agentic coding session that runs hundreds or thousands of steps, that overhead compounds: every plan, every retry, every verification pass pays the thinking tax again.
The AWS listing also highlights a K2.7 Code HighSpeed variant, described as outputting approximately 180 tokens/second and up to 260 tokens/second in short-context scenarios , a meaningful difference for interactive coding sessions where latency matters as much as quality.
What the EDP angle actually means
The billing integration is the most strategically interesting part of this launch. The AWS Enterprise Discount Program (EDP) is a pricing agreement between AWS and large enterprise customers who commit to spending a minimum amount on AWS services over a defined period, typically one to five years. In exchange for this committed spend, AWS provides the buyer with a percentage discount on their overall AWS bill.
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