Umans · Status · umans-kimi-k2.7

← all models

Umans Kimi K2.7 Code Recommended

umans-kimi-k2.7 · Kimi K2.7-Code · Moonshot

successor to Kimi K2.6

also served as umans-coder

Operational

34.7tok/s

throughput · p50

2.36s

TTFT · p50

99.57%

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.

90 days agoin production since Jun 12, 2026today

Context

262K

Max output

262K

Recommended

33K

Vision

Yes

Tools

Yes

Reasoning

Always on

Weights

Full weights ↗

Trends

Speed over the last 90 days

daily medians · dashed line = target

throughput p50 · output tokens per second, higher is better

peak 111.6 tok/s · Jul 5now 70.7 tok/s

90 days agopre-release before Jun 12, 2026today

TTFT p50 · time to first token, lower is better

best 1.27s · Jun 29now 2.35s

90 days agopre-release before Jun 12, 2026today

Changelog

Events for Umans Kimi K2.7 Code

incl. gateway-wide announcements

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).