Cheese Dossier · CF-1.3
Qwen3.5-122B-A10B
Alibaba Cloud / Qwen Team · Cheese #163· 4 signals · specialty hle · Open Weight
CHEESE INDEX
34.1
DEPTH
64.5
BALANCE
90.5
CONSENSUS
64.9
STABILITY
93.8
COVERAGE
77%
VALUE
—
I / O
$0 / $0
SPECIALTY
hle +18.8
BEST FIT
balanced 37.8
深度雷達
實線＝本模型 · 虛線＝群體中位
芝士軸
coding
agent
Cheese Index = 可用軸中位數；Balance = 三軸分歧小。
能力細節
swe
gpqa ★
hle ★
coding
agent
knowledge ★
instruction
multimodal
multilingual
reasoning
部署建議
中段指數：適合成本敏感路徑。優先看 Pareto／Value；用深度雷達找專長匹配，再與更高指數模型 A/B。
鄰近差分
vs DeepSeek V3.1
coding+20.9
agent—
指數鄰近
- DeepSeek V3.1 33.4
- Gemini 2.5 Flash 34.8
- DeepSeek V3.1 (Reasoning) 33.3
- Gemini 3.5 Flash Cyber 34.9
- Qwen3.5 397B 33.0
同組織
- Qwen3.6-35B-A3B 36.8
- Qwen3.5-35B-A3B 28.6