glm — AI API latency & reliability by region

As of September 07, 2026, the glm AI API responds in 93 ms p50 (edge, time-to-first-byte) from Asia (Tokyo) — its fastest measured region — with 100% uptime. Slowest is South America (São Paulo) at 548 ms p50.

Is glm down right now?

Reachable from all 4 regions

Last successful probe Sep 7, 05:47 UTC · every 5 minutes from 4 region(s)

Every probe from every region reached the glm API successfully in the last 72 hours. Measured from outside glm’s own network, independently of its status page; full log: measured AI API incidents.

Real requests: not measured for glm — only the API host is probed here, so errors limited to specific models are invisible to these probes. That is exactly what a status page tends to report, hence the line below.

glm publishes no machine-readable status page, so there is nothing to cross-check against.

Edge latency, 24 h
93 ms
p50 from Asia (Tokyo), the fastest region
Uptime, 24 h
100%
1,153 probes across 4 region(s)
Failed probes, 72 h
0
of 3,455 probes, all regions
Reported by glm, 72 h
no machine-readable status page

Was glm down in the last 3 days?

No. All 3,455 probes from 4 region(s) reached the glm API in the last 72 hours.

What glm’s own status page reported

glm publishes no machine-readable status page, so there is nothing to set against the measurements above.

Is glm getting faster or slower?

hourly p50 latencyall probes succeededsome probes failedhalf or more failedno data

glm — hourly p50 edge latency (ms) and probe outcomes per region, last 72 hoursSep 5Sep 6Sep 7nowSep 4, 06:00 UTC Europe (Germany): 199 ms US (Central): 283 ms Asia (Tokyo): 88 ms South America (São Paulo): 550 msSep 4, 07:00 UTC Europe (Germany): 198 ms US (Central): 276 ms Asia (Tokyo): 96 ms South America (São Paulo): 554 msSep 4, 08:00 UTC Europe (Germany): 203 ms US (Central): 398 ms Asia (Tokyo): 95 ms South America (São Paulo): 542 msSep 4, 09:00 UTC Europe (Germany): 199 ms US (Central): 278 ms Asia (Tokyo): 93 ms South America (São Paulo): 545 msSep 4, 10:00 UTC Europe (Germany): 198 ms US (Central): 267 ms Asia (Tokyo): 96 ms South America (São Paulo): 545 msSep 4, 11:00 UTC Europe (Germany): 200 ms US (Central): 259 ms Asia (Tokyo): 94 ms South America (São Paulo): 557 msSep 4, 12:00 UTC Europe (Germany): 202 ms US (Central): 259 ms Asia (Tokyo): 95 ms South America (São Paulo): 539 msSep 4, 13:00 UTC Europe (Germany): 197 ms US (Central): 268 ms Asia (Tokyo): 111 ms South America (São Paulo): 533 msSep 4, 14:00 UTC Europe (Germany): 200 ms US (Central): 267 ms Asia (Tokyo): 100 ms South America (São Paulo): 542 msSep 4, 15:00 UTC Europe (Germany): 200 ms US (Central): 259 ms Asia (Tokyo): 100 ms South America (São Paulo): 539 msSep 4, 16:00 UTC Europe (Germany): 203 ms US (Central): 276 ms Asia (Tokyo): 92 ms South America (São Paulo): 546 msSep 4, 17:00 UTC Europe (Germany): 201 ms US (Central): 287 ms Asia (Tokyo): 84 ms South America (São Paulo): 555 msSep 4, 18:00 UTC Europe (Germany): 198 ms US (Central): 272 ms Asia (Tokyo): 86 ms South America (São Paulo): 545 msSep 4, 19:00 UTC Europe (Germany): 202 ms US (Central): 268 ms Asia (Tokyo): 88 ms South America (São Paulo): 549 msSep 4, 20:00 UTC Europe (Germany): 203 ms US (Central): 261 ms Asia (Tokyo): 88 ms South America (São Paulo): 549 msSep 4, 21:00 UTC Europe (Germany): 201 ms US (Central): 272 ms Asia (Tokyo): 89 ms South America (São Paulo): 548 msSep 4, 22:00 UTC Europe (Germany): 200 ms US (Central): 261 ms Asia (Tokyo): 92 ms South America (São Paulo): 553 msSep 4, 23:00 UTC Europe (Germany): 295 ms US (Central): 264 ms Asia (Tokyo): 95 ms South America (São Paulo): 553 msSep 5, 00:00 UTC Europe (Germany): 198 ms US (Central): 299 ms Asia (Tokyo): 84 ms South America (São Paulo): 554 msSep 5, 01:00 UTC Europe (Germany): 202 ms US (Central): 266 ms Asia (Tokyo): 95 ms South America (São Paulo): 557 msSep 5, 02:00 UTC Europe (Germany): 197 ms US (Central): 262 ms Asia (Tokyo): 101 ms South America (São Paulo): 558 msSep 5, 03:00 UTC Europe (Germany): 202 ms US (Central): 278 ms Asia (Tokyo): 91 ms South America (São Paulo): 550 msSep 5, 04:00 UTC Europe (Germany): 202 ms US (Central): 306 ms Asia (Tokyo): 97 ms South America (São Paulo): 564 msSep 5, 05:00 UTC Europe (Germany): 200 ms US (Central): 295 ms Asia (Tokyo): 86 ms South America (São Paulo): 564 msSep 5, 06:00 UTC Europe (Germany): 197 ms US (Central): 282 ms Asia (Tokyo): 87 ms South America (São Paulo): 566 msSep 5, 07:00 UTC Europe (Germany): 202 ms US (Central): 278 ms Asia (Tokyo): 97 ms South America (São Paulo): 552 msSep 5, 08:00 UTC Europe (Germany): 199 ms US (Central): 274 ms Asia (Tokyo): 90 ms South America (São Paulo): 546 msSep 5, 09:00 UTC Europe (Germany): 200 ms US (Central): 280 ms Asia (Tokyo): 88 ms South America (São Paulo): 551 msSep 5, 10:00 UTC Europe (Germany): 202 ms US (Central): 295 ms Asia (Tokyo): 92 ms South America (São Paulo): 552 msSep 5, 11:00 UTC Europe (Germany): 202 ms US (Central): 271 ms Asia (Tokyo): 95 ms South America (São Paulo): 559 msSep 5, 12:00 UTC Europe (Germany): 200 ms US (Central): 267 ms Asia (Tokyo): 113 ms South America (São Paulo): 543 msSep 5, 13:00 UTC Europe (Germany): 200 ms US (Central): 264 ms Asia (Tokyo): 86 ms South America (São Paulo): 543 msSep 5, 14:00 UTC Europe (Germany): 201 ms US (Central): 257 ms Asia (Tokyo): 87 ms South America (São Paulo): 552 msSep 5, 15:00 UTC Europe (Germany): 199 ms US (Central): 261 ms Asia (Tokyo): 92 ms South America (São Paulo): 555 msSep 5, 16:00 UTC Europe (Germany): 199 ms US (Central): 261 ms Asia (Tokyo): 108 ms South America (São Paulo): 543 msSep 5, 17:00 UTC Europe (Germany): 200 ms US (Central): 267 ms Asia (Tokyo): 99 ms South America (São Paulo): 553 msSep 5, 18:00 UTC Europe (Germany): 201 ms US (Central): 263 ms Asia (Tokyo): 101 ms South America (São Paulo): 543 msSep 5, 19:00 UTC Europe (Germany): 198 ms US (Central): 276 ms Asia (Tokyo): 94 ms South America (São Paulo): 529 msSep 5, 20:00 UTC Europe (Germany): 199 ms US (Central): 267 ms Asia (Tokyo): 90 ms South America (São Paulo): 540 msSep 5, 21:00 UTC Europe (Germany): 200 ms US (Central): 271 ms Asia (Tokyo): 87 ms South America (São Paulo): 541 msSep 5, 22:00 UTC Europe (Germany): 201 ms US (Central): 262 ms Asia (Tokyo): 93 ms South America (São Paulo): 540 msSep 5, 23:00 UTC Europe (Germany): 199 ms US (Central): 262 ms Asia (Tokyo): 94 ms South America (São Paulo): 546 msSep 6, 00:00 UTC Europe (Germany): 200 ms US (Central): 266 ms Asia (Tokyo): 99 ms South America (São Paulo): 547 msSep 6, 01:00 UTC Europe (Germany): 199 ms US (Central): 265 ms Asia (Tokyo): 93 ms South America (São Paulo): 548 msSep 6, 02:00 UTC Europe (Germany): 199 ms US (Central): 264 ms Asia (Tokyo): 84 ms South America (São Paulo): 549 msSep 6, 03:00 UTC Europe (Germany): 201 ms US (Central): 275 ms Asia (Tokyo): 104 ms South America (São Paulo): 547 msSep 6, 04:00 UTC Europe (Germany): 199 ms US (Central): 250 ms Asia (Tokyo): 84 ms South America (São Paulo): 553 msSep 6, 05:00 UTC Europe (Germany): 200 ms US (Central): 270 ms Asia (Tokyo): 96 ms South America (São Paulo): 545 msSep 6, 06:00 UTC Europe (Germany): 198 ms US (Central): 259 ms Asia (Tokyo): 91 ms South America (São Paulo): 547 msSep 6, 07:00 UTC Europe (Germany): 195 ms US (Central): 269 ms Asia (Tokyo): 96 ms South America (São Paulo): 543 msSep 6, 08:00 UTC Europe (Germany): 198 ms US (Central): 265 ms Asia (Tokyo): 86 ms South America (São Paulo): 553 msSep 6, 09:00 UTC Europe (Germany): 203 ms US (Central): 275 ms Asia (Tokyo): 96 ms South America (São Paulo): 562 msSep 6, 10:00 UTC Europe (Germany): 199 ms US (Central): 274 ms Asia (Tokyo): 92 ms South America (São Paulo): 565 msSep 6, 11:00 UTC Europe (Germany): 198 ms US (Central): 261 ms Asia (Tokyo): 87 ms South America (São Paulo): 538 msSep 6, 12:00 UTC Europe (Germany): 200 ms US (Central): 281 ms Asia (Tokyo): 93 ms South America (São Paulo): 545 msSep 6, 13:00 UTC Europe (Germany): 204 ms US (Central): 267 ms Asia (Tokyo): 100 ms South America (São Paulo): 552 msSep 6, 14:00 UTC Europe (Germany): 198 ms US (Central): 256 ms Asia (Tokyo): 89 ms South America (São Paulo): 549 msSep 6, 15:00 UTC Europe (Germany): 200 ms US (Central): 286 ms Asia (Tokyo): 93 ms South America (São Paulo): 562 msSep 6, 16:00 UTC Europe (Germany): 198 ms US (Central): 277 ms Asia (Tokyo): 90 ms South America (São Paulo): 553 msSep 6, 17:00 UTC Europe (Germany): 199 ms US (Central): 263 ms Asia (Tokyo): 92 ms South America (São Paulo): 547 msSep 6, 18:00 UTC Europe (Germany): 198 ms US (Central): 274 ms Asia (Tokyo): 87 ms South America (São Paulo): 554 msSep 6, 19:00 UTC Europe (Germany): 202 ms US (Central): 253 ms Asia (Tokyo): 100 ms South America (São Paulo): 554 msSep 6, 20:00 UTC Europe (Germany): 199 ms US (Central): 267 ms Asia (Tokyo): 104 ms South America (São Paulo): 548 msSep 6, 21:00 UTC Europe (Germany): 198 ms US (Central): 270 ms Asia (Tokyo): 96 ms South America (São Paulo): 544 msSep 6, 22:00 UTC Europe (Germany): 199 ms US (Central): 265 ms Asia (Tokyo): 99 ms South America (São Paulo): 544 msSep 6, 23:00 UTC Europe (Germany): 198 ms US (Central): 264 ms Asia (Tokyo): 100 ms South America (São Paulo): 552 msSep 7, 00:00 UTC Europe (Germany): 202 ms US (Central): 249 ms Asia (Tokyo): 104 ms South America (São Paulo): 550 msSep 7, 01:00 UTC Europe (Germany): 199 ms US (Central): 270 ms Asia (Tokyo): 86 ms South America (São Paulo): 559 msSep 7, 02:00 UTC Europe (Germany): 202 ms US (Central): 264 ms Asia (Tokyo): 93 ms South America (São Paulo): 544 msSep 7, 03:00 UTC Europe (Germany): 199 ms US (Central): 257 ms Asia (Tokyo): 95 ms South America (São Paulo): 544 msSep 7, 04:00 UTC Europe (Germany): 199 ms US (Central): 273 ms Asia (Tokyo): 101 ms South America (São Paulo): 551 msSep 7, 05:00 UTC Europe (Germany): 203 ms US (Central): 274 ms Asia (Tokyo): 81 ms South America (São Paulo): 548 ms8000Sep 4, 06:00 – Sep 7, 05:00 UTC: all 863 probes succeeded8000Sep 4, 06:00 – Sep 7, 05:00 UTC: all 861 probes succeeded8000Sep 4, 06:00 – Sep 7, 05:00 UTC: all 861 probes succeeded8000Sep 4, 06:00 – Sep 7, 05:00 UTC: all 861 probes succeeded
Europe (Germany)now 203 ms · typical 200 msUS (Central)now 274 ms · typical 267 msAsia (Tokyo)now 81 ms · typical 93 msSouth America (São Paulo)now 548 ms · typical 549 ms

One panel per region: the line is the hourly p50 edge latency (shared scale, ms), the strip beneath it is the outcome of that hour’s host probes. Hover any hour for the numbers. Flat is good; a rising line means the endpoint is slowing down from that origin, a gap means no probe succeeded in that hour.

How fast is the glm API from each region?

Regionp50 TTFBp95Uptime
Asia (Tokyo)93 ms128 ms100%
Europe (Germany)199 ms303 ms100%
South America (São Paulo)548 ms709 ms100%
US (Central)263 ms425 ms100%

Measured from Asia (Tokyo), glm responds in 93 ms; from South America (São Paulo) the same API takes 548 ms — 5.9× longer for an identical request. That difference is the network path, not the model, and it applies to every call you make.

What is actually being measured here?

A probe in each region opens a real connection to glm’s own API host every five minutes and times DNS resolution, the TCP handshake, the TLS handshake and the first byte of the response. Nothing is routed through a gateway or aggregator, so these figures describe glm’s infrastructure rather than a reseller’s. Uptime counts a probe as failed only when the service genuinely fails — a 401 from an unauthenticated probe means the endpoint answered correctly and is counted as up.

What this page does not tell you

These are edge latency numbers: the time before the model begins generating. They say nothing about answer quality, throughput, price, or how long a full completion takes — those depend on the model you call. Edge latency matters because it is unavoidable: it is paid on every request, before a single token exists, and no prompt engineering removes it. Where an API key is available, inference time-to-first-token is measured separately and shown on the region pages with the model named next to the figure. Likewise, an unauthenticated probe cannot see errors that hit only some models or some accounts — the kind a status page usually reports — which is why glm’s own reports are shown next to the measurements rather than folded into them.