Cheese Dossier · CF-1.3
Mercury 2.5
Inception · Cheese #149· 6 signals · Pareto · specialty reasoning · Proprietary
CHEESE INDEX
44.5
DEPTH
57.4
BALANCE
67.3
CONSENSUS
58.8
STABILITY
58.8
COVERAGE
46%
VALUE
234.42
I / O
$0.04 / $0.15
SPECIALTY
reasoning +3.7
BEST FIT
budget 71.3
深度雷達
實線＝本模型 · 虛線＝群體中位
芝士軸
coding
agent
horizon
Cheese Index = 可用軸中位數；Balance = 三軸分歧小。
能力細節
gpqa
coding
agent
knowledge
instruction
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 GPT-5.4 nano
coding-15.4
agent+26.0
horizon-32.6
指數鄰近
- GPT-5.4 nano 44.4
- LFM2.5-230M 44.7
- LFM2.5-VL-450M 44.7
- Ling 3.0 Flash FP8 44.3
- Nemotron 3 Nano Omni 30B A3B 44.9
同組織
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