Reasoning
No current rating
Mathematical and scientific problem solving.
Awaiting a qualified category score
Model profile / Alibaba Cloud
Qwen3.5 122B is a open-weight model tracked via Artificial Analysis independent evaluations for capability comparison across coding, agents, and reasoning.
Four areas of evidence
Mathematical and scientific problem solving.
Software engineering and programming.
Factual reliability and instruction following.
Tool use, workflows and professional tasks.
Current index snapshot · 2026-09-16. Each category uses its own scale; scores across categories are not directly comparable. Counts describe published catalogue evidence. A point lead does not establish superiority.
Performance in context
Qwen3.5 122B has no current Capabilities rating. Explore the rated models below.
Lumina Capabilities Index
The current Capabilities cohort, with available operational measurements.
Chart loads as you explore
Lumina Capabilities Index
The current Capabilities cohort, with available operational measurements.
Chart loads as you explore
Explore the detail
No current index estimate. Available benchmark measurements and source records are retained below.
| Benchmark | Result | Published configuration | Source |
|---|---|---|---|
| GDPval-AA v2Source-native version | 23.901% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | GDPval-AA v2 Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |
| AA Long Context ReasoningSource-native version | 66.667% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | AA Long Context Reasoning Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |
| AA-OmniscienceSource-native version | -39.583 index | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | AA-Omniscience Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| CritPtSource-native version | 0.571% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | CritPt Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |
| τ²-Bench TelecomSource-native version | 93.567% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | τ²-Bench Telecom Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| τ³-BankingSource-native version | 13.608% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | τ³-Banking Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |
| Terminal-Bench HardSource-native version | 31.061% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | Terminal-Bench Hard Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| Terminal-BenchSource-native version | 47.566% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | Terminal-Bench Hard Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |
| SciCodeSource-native version | 42.014% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | Artificial Analysis Models Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · reference-only |
| Humanity's Last ExamSource-native version | 23.448% | Qwen3.5 122B A10B (Reasoning)Artificial Analysis independent evaluation | Artificial Analysis Models Leaderboard ↗Observed 2026-07-15 · checked 2026-07-15source-checked · ranking-eligible |