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Both sides previous revisionPrevious revision 2026/04/21 13:07 xenolandscapes 2026/04/21 13:07 xenolandscapes 2026/04/21 13:02 xenolandscapes 2026/04/19 22:16 gwyntel Created GLM-5.1 model pageGo		2026/04/21 13:07 xenolandscapes 2026/04/21 13:07 xenolandscapes 2026/04/21 13:02 xenolandscapes 2026/04/19 22:16 gwyntel Created GLM-5.1 model pageGo
models:glm-5.1 [2026/04/21 13:07] – xenolandscapes		models:glm-5.1 [2026/04/21 13:07] (current) – xenolandscapes
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	- **Prefill stalling:** More active parameters means more expensive prefill. Under load, prefills can block decode, causing perceived stalling, and eventually request timeouts in some cases. This affects GLM-5/5.1 more than GLM-4.7.		- **Prefill stalling:** More active parameters means more expensive prefill. Under load, prefills can block decode, causing perceived stalling, and eventually request timeouts in some cases. This affects GLM-5/5.1 more than GLM-4.7.
	- **Capacity constraints:** GLM-5.1 has been running close to redline during peak hours. Synthetic is working on bringing up more compute.		- **Capacity constraints:** GLM-5.1 has been running close to redline during peak hours. Synthetic is working on bringing up more compute.
-	- **Node instability:** There have been several instances of entire GPU nodes crashing in the last two or three weeks. The cause is not clear, and often Synthetic's monitoring system does not catch it until there are several people reporting it in the Discord.	+	- **Node instability:** There have been several instances of entire GPU nodes crashing in the last two or three weeks, which has led to service gaps where official status updates often lag behind community reports in the Discord.
	It is unclear if an increase in pricing would resolve any of these issues.		It is unclear if an increase in pricing would resolve any of these issues.
	See also: [[:models:glm-5|GLM-5]] (predecessor, being retired), [[:models:kimi-k25|Kimi K2.5]] (complementary frontier model with vision)		See also: [[:models:glm-5|GLM-5]] (predecessor, being retired), [[:models:kimi-k25|Kimi K2.5]] (complementary frontier model with vision)