Sovereign inference — Qwen3 Coder Next
Your sovereign, private Qwen3 Coder Next
A reasoning model in the large 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 resident0.84 UoI/1M input2.10 UoI/1M output262K context
How Qwen3 Coder Next compares
Independent intelligence index for Qwen3 Coder Next against every peer in the Large 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 Coder Next.
Capability index vs large peers
Finance & AccountingStrategy & OpsLegalEngineeringEconomics
The evaluations behind the index
Independent benchmark results for Qwen3 Coder Next — Elo scores as published; pass rates shown as percentages.
Per-evaluation economics
| Evaluation | Score | Time / task | Output tokens / task |
|---|---|---|---|
| AA-Briefcase | 399.51 | 4.9 min | 30827 |
| GDPval-AA | 500.99 | 3.0 min | 19020 |
| AutomationBench-AA | 1.1% | 0.4 min | 2393 |
| Terminal-Bench 4.0 | 0.0% | 9.1 min | 57096 |
| SciCode | 36.2% | 0.2 min | 1055 |
| Humanity's Last Exam | 10.1% | 1.4 min | 8959 |
| GDP.pdf | 2.6% | 0.4 min | 2734 |
| CritPt | 0.0% | 2.0 min | 12419 |
| AA-Omniscience | -6240.0% | 0.0 min | 57 |
| AA-LCR (long context) | 47.0% | 0.8 min | 5286 |
Run Qwen3 Coder Next privately
One key, one endpoint, three jurisdictions.
- Size tierLarge
- Input rate0.84 UoI/1M
- Output rate2.10 UoI/1M
- Cached input rate—
- Context window262K tokens
- Max output33K tokens
- ReasoningYes — emits thinking traces
- Vision & video inputText only
- Tool callingSupported
- Data residencyAU, EU and US endpoints — processing stays inside the region you call
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