Umans Kimi K2.7 Code Recommended
successor to Kimi K2.6
also served as umans-coder
132.1tok/s
throughput · p50 · last 5 min
503ms
TTFT · p50 · last 5 min
100.00%
uptime · 24h
Kimi K2.7-Code via Umans Code - Moonshot's strongest coding model and the successor to Kimi K2.6. Built for complex, tool-heavy agentic coding; it reasons more efficiently than K2.6, so agent sessions run faster at the same depth. Deprecated: use `umans-kimi-k3` instead (sunset 2026-08-10).
Trends
Speed over the last 90 days
peak 138.3 tok/s · Aug 2now 86.0 tok/s
90 days agopre-release before Jun 12, 2026today
best 821ms · Aug 2now 1.19s
90 days agopre-release before Jun 12, 2026today
Changelog
Events for Umans Kimi K2.7 Code
Jul 62026
Resolved: back to full capacity Resolved
Hardware capacity was restored and both umans-glm-5.2 and umans-kimi-k2.7 are back to normal speed. During the outage the service ran in a reduced-capacity mode that favoured continuity over speed: requests kept flowing, at the cost of an uneven experience. The affected window is shaded on each model's speed trends.
Jul 22026
Incident: hardware outage, running at reduced capacity Incident
A hardware failure took part of our GPU fleet offline. We failed over to reduced capacity to keep the service available: umans-glm-5.2 and umans-kimi-k2.7 stayed up, but slower than usual and with an uneven experience under load. Live updates were posted on Discord throughout.
Jun 122026
Released to production: Umans Kimi K2.7 Code Released
umans-kimi-k2.7 was released as the recommended coding model (also served as umans-coder).