Cheese Dossier · CF-1.3
Inkling
Thinking Machines Lab · Cheese #51· 4 signals · specialty math · Open Weight
CHEESE INDEX
57.4
DEPTH
72.9
BALANCE
82.1
CONSENSUS
72.5
STABILITY
98.8
COVERAGE
77%
VALUE
8.76
I / O
$1.87 / $4.68
SPECIALTY
math +20
BEST FIT
balanced 44.9
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
mcp ★
coding
agent ★
math ★
knowledge
instruction
multimodal
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 Qwen3.8 Max
coding-10.9
agent-29.3
horizon—
指數鄰近
- Qwen3.8 Max 57.5
- GPT-5.4 56.8
- DeepSeek V4 Pro (High) 58.0
- Qwen3 235B 2507 56.8
- Trinity-Large-Preview 56.7
同組織
- Inkling-Small 58.5