Sovereign inference — Qwen3.8 27B
Your sovereign, private Qwen3.8 27B
A reasoning model in the small 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 resident0.17 UoI/1M input0.51 UoI/1M output262K context
How Qwen3.8 27B compares
Independent intelligence index for Qwen3.8 27B against every peer in the Small 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 Qwen3.8 27B.
Capability index vs small peers
Finance & AccountingStrategy & OpsLegalHealthcare & MedicalEngineeringEconomics
The evaluations behind the index
Independent benchmark results for Qwen3.8 27B — Elo scores as published; pass rates shown as percentages.
Per-evaluation economics
| Evaluation | Score | Time / task | Output tokens / task |
|---|---|---|---|
| AA-Briefcase | 1403.13 | 46.9 min | 142232 |
| GDPval-AA | 1408.94 | 33.2 min | 100519 |
| AutomationBench-AA | 48.2% | 10.6 min | 32226 |
| Terminal-Bench 4.0 | 5.6% | 48.9 min | 148327 |
| SciCode | 46.6% | 6.9 min | 20839 |
| Humanity's Last Exam | 33.9% | 14.6 min | 44126 |
| GDP.pdf | 16.6% | 3.7 min | 11365 |
| CritPt | 5.4% | 35.1 min | 106387 |
| AA-Omniscience | -998.3% | 1.2 min | 3697 |
| AA-LCR (long context) | 82.0% | 0.9 min | 2809 |
Run Qwen3.8 27B privately
One key, one endpoint, three jurisdictions.
- Size tierSmall
- Input rate0.17 UoI/1M
- Output rate0.51 UoI/1M
- Cached input rate—
- Context window262K 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
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