Sovereign inference — Qwen 3.8 2.4T A95B

Your sovereign, private Qwen 3.8 2.4T A95B

Qwen3.8-2.4T-A95B is Alibaba's most capable Qwen model to date, a 2.4T-parameter sparse MoE with ~95B active parameters. It is built for autonomous, long-horizon work: multi-day coding runs, research-paper reproduction and self-improvement. A reasoning model in the ultra 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$4.20/1M input$21.00/1M output$0.53/1M cached input1010K context

How Qwen 3.8 2.4T A95B compares

Independent intelligence index for Qwen 3.8 2.4T A95B against every peer in the Ultra tier (and the tier above where needed) — same source, same tests.

Qwen 3.8 2.4T A95B (this model)39.9Kimi K3.1 Pro High Speed46.0Qwen3.8 Max45.4TF K3 Optimised43.6

Throughput — tokens per second, median

Qwen 3.8 2.4T A95B39.1 t/sKimi K3.1 Pro High Speed37.3 t/s

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

Qwen 3.8 2.4T A95B67.1sKimi K3.1 Pro High Speed66.7sQwen3.8 Max71.2s

Capability indexes

Domain-weighted agentic performance for Qwen 3.8 2.4T A95B.

Finance & AccountingStrategy & OpsLegalHealthcare & MedicalEngineeringEconomics

Capability index vs ultra peers

13.326.740.053.442.644.041.736.040.349.0Qwen 3.8 2.4T A95B45.647.346.141.446.452.3Qwen3.8 Max46.950.548.645.043.353.4TF K3 Optimised
Finance & AccountingStrategy & OpsLegalHealthcare & MedicalEngineeringEconomics

The evaluations behind the index

Independent benchmark results for Qwen 3.8 2.4T A95B — Elo scores as published; pass rates shown as percentages.

AutomationBench-AA57.2 %Terminal-Bench 4.011.1 %SciCode54.1 %Humanity's Last Exam42.4 %GDP.pdf15.6 %CritPt20.0 %AA-LCR (long context)80.3 %

Per-evaluation economics

EvaluationScoreTime / taskOutput tokens / task
AA-Briefcase1435.3354.2 min159322
GDPval-AA1607.9729.5 min86594
AutomationBench-AA57.2%7.0 min20702
Terminal-Bench 4.011.1%66.0 min193885
SciCode54.1%5.3 min15490
Humanity's Last Exam42.4%11.4 min33470
GDP.pdf15.6%6.8 min19866
CritPt20.0%26.8 min78817
AA-Omniscience4.321.6 min4641
AA-LCR (long context)80.3%0.5 min1464

Run Qwen 3.8 2.4T A95B privately

One key, one endpoint, three jurisdictions.

  • Size tierUltra
  • Serving routeStandard
  • Input rate$4.20/1M
  • Output rate$21.00/1M
  • Cached input rate$0.53/1M
  • Context window1010K tokens
  • Max output120K tokens
  • ReasoningYes — emits thinking traces
  • Vision & video inputText only
  • Tool callingSupported
  • Data residencyAU, EU and US endpoints — processing stays inside the region you call