Umans Kimi K2.7 Code Recommended
successor to Kimi K2.6
also served as umans-coder
54.2tok/s
throughput · p50
3.64s
TTFT · p50
98.96%
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.
Trends
Speed over the last 90 days
peak 111.6 tok/s · Jul 5now 72.7 tok/s
90 days agopre-release before Jun 12, 2026today
best 1.27s · Jun 29now 2.89s
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).