Umans · Status · umans-kimi-k2.7

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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

87.7tok/s

throughput · p50 · last 5 min

804ms

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).

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 138.3 tok/s · Aug 2now 86.7 tok/s

90 days agopre-release before Jun 12, 2026today

TTFT p50 · time to first token, lower is better

best 821ms · Aug 2now 1.19s

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).