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Moonshot AI · Hosting offer verified

Kimi K3.1 Pro Highspeed · Gateway

Consider the higher-priced service when response time matters. Test the time saved on your real requests before paying more.

Released 2026-10-23 · First reviewed 2026-10-25 · Checked 2026-11-03.

We still need comparable independent tests. You can compare the confirmed features and limits below, but we cannot yet give this version an Agent Fit or Practical Value rating. Test it on your own tasks before switching; results for another version or thinking setting may not apply.

Input / 1M tokens$4AI Gateway · USD
Output / 1M tokens$20AI Gateway · USD
Documented capacity1.05MSee input limits below
Cached input / 1M$0.2AI Gateway · USD

What you can use today

Token prices measure the small pieces of text the model reads or produces. Capacity is the amount the service accepts in a request; check the limits below for any fallback to another model. A dash means the rate is unverified.

Exact AI Gateway model ID: moonshotai/kimi-k3.1-pro-highspeed. Gateway documents low, high and max reasoning effort, but does not state an omitted default. Native Kimi defaults to max and keeps thinking on. Check the selected service’s settings.

Available thinking settings: low, high, max. We do not yet have comparable independent results for these settings. The default applied when a request omits effort is unverified.

This is a serving option for K3.1 Pro, not a separately benchmarked base model. The publisher’s speed claim is not a measured advantage for your workload.

Gateway declares 1,048,576 context and maximum output tokens. Prompt, thinking and answer must still fit the shared context.

Per million tokens: $4 input, $0.20 cache reads, $20 output and $4 cache writes. Standard K3.1 Pro on Gateway lists $2/$0.20/$10/$2. Highspeed doubles the input and output quote, not the cache-read quote. Allow for retries and any tool fees. Models that think before answering may also charge for that work.

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Test it before switching

Give each model the same examples, tools and definition of success. Record correct outcomes, response time, retries and total cost. A cheaper token price does not guarantee a cheaper completed task.

Compare caching and long-context costs ↗
AI Agent Store · Model comparisons · Data reviewed 2026-11-03Sources, limitations & corrections ↗