Cheese Dossier · CF-1.3
Qwen3.5 397B
Alibaba · Cheese #166· 4 signals · specialty math · Open Weight
CHEESE INDEX
33.0
DEPTH
69.7
BALANCE
99.1
CONSENSUS
73.1
STABILITY
94.8
COVERAGE
85%
VALUE
7.86
I / O
$0.6 / $3.6
SPECIALTY
math +17.5
BEST FIT
balanced 44.8
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
math ★
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 Seed 2.1 Turbo
coding+0.2
agent—
指數鄰近
- Seed 2.1 Turbo 32.8
- DeepSeek V3.1 (Reasoning) 33.3
- DeepSeek V3.1 33.4
- o3-mini 32.4
- Qwen3.5-122B-A10B 34.1