Umans Flash Fastest
also served as umans-qwen3.6-35b-a3b
258.3tok/s
throughput · p50
2.25s
TTFT · p50
99.58%
uptime · 24h
Our fastest model: a light workflow complement, not a standalone coder. Think Haiku next to Opus: not everything needs a frontier model, and Flash's speed (200+ tokens per second) compounds on the roles around umans-coder: gathering context, scout subagents, research, summaries, documentation, and quick edits.
Context
262K
Max output
262K
Recommended
33K
Vision
Yes
Tools
Yes
Reasoning
Toggle · none/low/medium/high
Weights
Trends
Speed over the last 90 days
peak 401.0 tok/s · May 27now 289.2 tok/s
90 days agopre-release before May 3, 2026today
best 672ms · Jun 11now 1.05s
90 days agopre-release before May 3, 2026today
Changelog
Events for Umans Flash
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.