Umans · Status · umans-glm-5.2

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Umans GLM 5.2

umans-glm-5.2 · GLM

Operational

88.8tok/s

throughput · p50

3.13s

TTFT · p50

99.93%

uptime · 24h

GLM 5.2 is our best model for coding right now, with a 400K context window for large codebases. Vision is available on the Anthropic Messages API (`/v1/messages`) only, through a server-side handoff (GLM 5.2 generates the text, Kimi preprocesses the image); that handoff will be retired soon in favour of more efficient client-side image handling.

90 days agoin production since Jun 21, 2026today

Context

406K

Max output

131K

Recommended

131K

Vision

Via handoff

Tools

Yes

Reasoning

Toggle · none/high/max

Weights

FP8 ↗

Trends

Speed over the last 90 days

daily medians · dashed line = target

throughput p50 · output tokens per second, higher is better

peak 93.5 tok/s · Jun 17now 90.7 tok/s

90 days agopre-release before Jun 21, 2026today

TTFT p50 · time to first token, lower is better

best 1.18s · Jun 16now 2.89s

90 days agopre-release before Jun 21, 2026today

Changelog

Events for Umans GLM 5.2

incl. gateway-wide announcements

Jun 212026

Released to production: Umans GLM 5.2 Released

umans-glm-5.2 was released as the long-context model, with a 405K context window, after a pre-release period that started Jun 16.