Cheese Dossier · CF-1.3

Qwen3.8 Max

Alibaba Cloud / Qwen Team · Cheese #7· 5 signals · specialty agent · Proprietary

對照指數台

CHEESE INDEX

67.7

DEPTH

87.0

BALANCE

64.6

CONSENSUS

64.6

STABILITY

73.9

COVERAGE

62%

VALUE

—

I / O

$— / $—

SPECIALTY

agent +37.4

BEST FIT

long_horizon 61.5

深度雷達

實線＝本模型 · 虛線＝群體中位

芝士軸

coding50.5

agent85.9

horizon57.5

Cheese Index = 可用軸中位數；Balance = 三軸分歧小。

能力細節

gpqa ★92.6

hle ★43.6

coding ★58.5

agent ★85.9

knowledge66.5

instruction ★97.8

multimodal ★88.1

reasoning ★95.5

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 GPT-5.6 Sol

coding-13.5

agent+17.9

horizon-15.2

指數鄰近

同組織