Cheese Dossier · CF-1.3
Inkling-Small
Thinking Machines Lab · Cheese #46· 4 signals · specialty math · Open Weight
CHEESE INDEX
58.5
DEPTH
69.9
BALANCE
83.0
CONSENSUS
77.5
STABILITY
98.5
COVERAGE
85%
VALUE
28.96
I / O
$0.58 / $1.44
SPECIALTY
math +18
BEST FIT
balanced 48.3
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
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 Grok 4.5
coding-6.8
agent-4.6
horizon—
指數鄰近
- Grok 4.5 58.4
- Qwen3 235B 2507 (Reasoning) 58.8
- Qwen 3.6 Max (preview) 58.1
- GPT-5.6 Terra 58.9
- Agents-A1-F16-GGUF 58.9
同組織
- Inkling 57.4