Sovereign inference — GLM 5.3 Flash Priority
Your sovereign, private GLM 5.3 Flash Priority
A reasoning model in the medium tier, served on ToothFairyAI's AU, EU and US endpoints — private by default, billed in Units of Intelligence at the published rates below. No training on your data, no vendor lock-in.
AU · EU · US resident0.65 UoI/1M input2.27 UoI/1M output0.13 UoI/1M cached input1049K contextPriority serving
How GLM 5.3 Flash Priority compares
Independent intelligence index for GLM 5.3 Flash Priority against every peer in the Medium tier (and the tier above where needed) — same source, same tests.
Latency — end-to-end seconds for a 500-token answer
Capability indexes
Domain-weighted agentic performance for GLM 5.3 Flash Priority.
Capability index vs medium peers
Finance & AccountingStrategy & OpsLegalHealthcare & MedicalEngineeringEconomics
The evaluations behind the index
Independent benchmark results for GLM 5.3 Flash Priority — Elo scores as published; pass rates shown as percentages.
Per-evaluation economics
| Evaluation | Score | Time / task | Output tokens / task |
|---|---|---|---|
| AA-Briefcase | 1459.41 | 38.4 min | 131965 |
| GDPval-AA | 1640.78 | 36.7 min | 125884 |
| AutomationBench-AA | 60.4% | 5.9 min | 20219 |
| Terminal-Bench 4.0 | 32.8% | 52.7 min | 181054 |
| SciCode | 51.6% | 7.9 min | 27041 |
| Humanity's Last Exam | 39.9% | 12.6 min | 43214 |
| GDP.pdf | 15.4% | 4.6 min | 15701 |
| CritPt | 15.4% | 23.8 min | 81785 |
| AA-Omniscience | 7.47 | 0.3 min | 1159 |
| AA-LCR (long context) | 80.0% | 1.3 min | 4515 |
Run GLM 5.3 Flash Priority privately
One key, one endpoint, three jurisdictions.
- Size tierMedium
- Input rate0.65 UoI/1M
- Output rate2.27 UoI/1M
- Cached input rate0.13 UoI/1M
- Context window1049K tokens
- Max output16K tokens
- ReasoningYes — emits thinking traces
- Vision & video inputSupports image input
- Tool callingSupported
- Data residencyAU, EU and US endpoints — processing stays inside the region you call