Moonshot AI

Kimi K2.7 · Fast

Fast mode — top speed, minimal thinking.

Context256,000 tokens
PricingFlat plan (no per-token bill)
Tasks tested3
Avg scorecurrently unranked
Medals🥇0 🥈0 🥉0
Release2026-06

What is Kimi K2.7 · Fast?

Kimi K2.7 · Fast is the Moonshot AI frontier model with a 256,000 tokens context window, released 2026-06. Tagline: Fast mode — top speed, minimal thinking..

Pricing detail. Same flat-rate plan as standard Kimi K2.7 — Fast mode is a runtime toggle, not a separate model.

How I use it inside the Agent OS. Wired into Agent OS as the snappy default — first-pass attempts, agent chatter, live demos.

What I built with Kimi K2.7 · Fast

Every model on Goldie Bench gets the same fixed prompt set — one shot, single HTML file out — and I score the result 0–10 inside the Agent Operating System. Here's what Kimi K2.7 · Fast shipped on the bench: 3 one-shot demos across 256,000 tokens of context. Of those, 0 are scored against the field with my honest 0–10 from the source guides at agentos.guide.

Strengths

  • Lowest latency of the three Kimi modes for short builds
  • Same 256K context as Quality mode
  • Best when you need agent-loop responsiveness over polish

Trade-offs

  • Skips deeper reasoning passes — bronze-tier on tasks needing planning
  • Julian explicitly does not assign scores to Kimi modes on the standalone bench

Best for

  • Snappy iteration inside agent loops
  • Short prompts where Quality mode would over-think
  • Live demos where latency matters more than the last 5% of polish

Every demo by Kimi K2.7 · Fast

3 live demos, sorted by category. Click any tile to play the actual one-shot result. Verdicts and 0–10 scores are pulled from the source guides where I posted them publicly.

Head-to-heads with Kimi K2.7 · Fast

Direct comparisons against every other scored model on the bench:

Kimi K2.7 · Fast vs Opus 4.8 Kimi K2.7 · Fast vs GLM-5.2 Kimi K2.7 · Fast vs Qwen 3.7 Kimi K2.7 · Fast vs Kimi K2.7

Read more on agentos.guide: /kimi-modes-head-to-head

The same stack Julian uses

Run this stack yourself.

Every demo on this bench was built inside the Agent Operating System — one prompt, one shot, single HTML file out. The Agent OS, the prompts, the templates, the weekly walkthroughs and 3,600+ founders shipping with it every day all live inside the AI Profit Boardroom.

3,600+founders
258documented wins
38countries
$100k+/mocommunity MRR