Sovereign inference — GLM 5.1

Your sovereign, private GLM 5.1

GLM 5.1 is Z.ai's GLM-5-series reasoner (753B total, MoE), offering strong coding, agentic tool use and reasoning with a large context window — the incremental release between GLM-5 and GLM-5.2. A reasoning model in the extra-large tier, served on ToothFairyAI's AU, EU and US endpoints — private by default, billed in US dollars per million tokens at the published rates below. No training on your data, no vendor lock-in.

AU · EU · US resident$1.72/1M input$5.50/1M output$0.33/1M cached input203K context

How GLM 5.1 compares

Independent intelligence index for GLM 5.1 against every peer in the Extra-large tier (and the tier above where needed) — same source, same tests.

GLM 5.1 (this model)26.1GLM 5.3 Priority44.8GLM 5.233.7Kimi K2.627.0Kimi K2.7 Code25.8Kimi K2.5 Thinking23.5Nemotron 3 Ultra22.9

Latency — end-to-end seconds for a 500-token answer

GLM 5.1117.2sGLM 5.3 Priority47.3sGLM 5.240.1sKimi K2.6125.7sKimi K2.7 Code44.5sKimi K2.5 Thinking19.0s

Capability indexes

Domain-weighted agentic performance for GLM 5.1.

Finance & AccountingStrategy & OpsLegalEngineeringEconomics

Capability index vs extra-large peers

12.825.638.451.226.323.328.830.237.6GLM 5.144.747.642.046.747.151.2GLM 5.3 Priority33.330.634.332.437.245.6GLM 5.228.322.029.430.540.5Kimi K2.628.928.027.726.529.136.5Kimi K2.7 Code23.916.426.423.027.236.6Nemotron 3 Ultra
Finance & AccountingStrategy & OpsLegalEngineeringEconomics

The evaluations behind the index

Independent benchmark results for GLM 5.1 — Elo scores as published; pass rates shown as percentages.

AutomationBench-AA20.3 %Terminal-Bench 4.02.0 %SciCode44.8 %Humanity's Last Exam30.1 %GDP.pdf8.4 %CritPt4.6 %AA-Omniscience85.0 %AA-LCR (long context)73.7 %

Per-evaluation economics

EvaluationScoreTime / taskOutput tokens / task
AA-Briefcase963.9217.6 min42816
GDPval-AA1103.3612.7 min30858
AutomationBench-AA20.3%10.1 min24585
Terminal-Bench 4.02.0%64.7 min156878
SciCode44.8%4.2 min10086
Humanity's Last Exam30.1%15.6 min37819
GDP.pdf8.4%2.7 min6554
CritPt4.6%36.3 min88173
AA-Omniscience85.0%0.9 min2295
AA-LCR (long context)73.7%2.2 min5243

Run GLM 5.1 privately

One key, one endpoint, three jurisdictions.

  • Size tierExtra-large
  • Serving routeStandard
  • Input rate$1.72/1M
  • Output rate$5.50/1M
  • Cached input rate$0.33/1M
  • Context window203K tokens
  • Max output16K tokens
  • ReasoningYes — emits thinking traces
  • Vision & video inputText only
  • Tool callingSupported
  • Data residencyAU, EU and US endpoints — processing stays inside the region you call