Alibaba·LLM — weighted competency·Wed 26 Aug 2026
AQwen3.5 122B A10B
Qwen3.5 122B A10B scores 50/100 competency for LLM at $1.10.
High confidence
Competency
50/100
weighted score
Cost
$1.10/1M tok
blended
Speed
0/100
throughput
Accuracy
11.2% halluc.
hallucination rate
Score history.
Weighted LLM competency · last 12 weeks · weekly snapshot.
50/100
— flat
16 Jun19 Jun23 Jun26 Jun27 Jun28 Jun29 Jun30 Jun1 Jul2 Jul3 Jul4 Jul5 Jul6 Jul7 Jul8 Jul9 Jul10 Jul11 Jul12 Jul13 Jul14 Jul15 Jul16 Jul17 Jul18 Jul19 Jul20 Jul21 Jul22 Jul23 Jul24 Jul25 Jul26 Jul27 Jul28 Jul29 Jul30 Jul31 Jul1 Aug2 Aug3 Aug4 Aug5 Aug6 Aug7 Aug8 Aug9 Aug10 Aug11 Aug12 Aug13 Aug14 Aug15 Aug16 Aug17 Aug18 Aug19 Aug20 Aug21 Aug22 Aug23 Aug24 Aug25 Aug26 Aug
What it's actually good at.
Score on each business-task subset that goes into the weighted competency.
Customer Service20% of category weight
50
Content Writing15% of category weight
50
Research & Analysis16% of category weight
50
Summarization12% of category weight
50
Translation7% of category weight
51
Reasoning16% of category weight
72
Knowledge14% of category weight
40
Pricing.
Published usage pricing. Figures refresh daily from our pricing sources.
$1.10
Usage pricing
$1.10/1M tok
- Input
- $0.40 / 1M tokens
- Output
- $3.20 / 1M tokens
Self-hosting cost.
Open weights (122B parameters) — what it actually takes to run this in-house, beyond the per-token price. Estimated from parameter count; 4-bit is the practical default.
Minimum hardware
3× RTX 4090 24GB
$5,400to buy
- VRAM (4-bit)
- ~68 GB
- VRAM (fp16)
- ~281 GB
Or rent in the cloud
≈ $1.50/hr
$1,095/mo if always on
- Best for
- steady, high-volume, data-in-house workloads
Where it sits.
Position against the rest of the category. Ranked by weighted competency.
| Rank | Model | Score | Cost | Speed | Δ vs Qwen3.5 |
|---|---|---|---|---|---|
| 01 | SGrok 4.6 | 98 | $3.00 | 27 / 100 | +48 |
| 02 | AClaude Opus 5 | 97 | $10.00 | 27 / 100 | +47 |
| 03 | OGPT-5.6 Sol | 96 | $8.00 | 31 / 100 | +46 |
| 04 | AClaude Fable 5 | 95 | $20.00 | 33 / 100 | +45 |
| 05 | GGemini 3.7 Flash | 94 | $1.50 | 60 / 100 | +44 |
| 06 | KKimi K3 | 94 | $6.00 | 18 / 100 | +43 |
| 07 | AQwen3.8 2.4T A95B | 92 | $3.00 | 24 / 100 | +42 |
| 08 | AQwen3.8 Max | 89 | $3.00 | 17 / 100 | +39 |
| 09 | OGPT-5.5 | 89 | $11.25 | 40 / 100 | +38 |
| 10 | OGPT-5.6 Terra | 88 | $4.50 | 57 / 100 | +38 |
| 11 | DDeepSeek V4 Pro 0813 | 87 | $1.98 | 49 / 100 | +37 |
| 12 | DDeepSeek V4 Flash 0731 | 84 | $0.66 | 78 / 100 | +33 |
| 13 | AClaude Sonnet 5 | 83 | $4.00 | 42 / 100 | +33 |
| 14 | GGemini 3.1 Pro Preview | 81 | $4.50 | 0 / 100 | +30 |
| 15 | ZGLM-5.2 | 80 | $2.15 | 40 / 100 | +30 |