FRESH

Books

Ranked multi-horizon research and paper books from the latest pushed snapshot.

visible: 20 · 50:10 · 100:10

3D research list — 3 days

weighting: fixed multi-model ensemble · top 10

backtest
OOF net expectancy
+0.3%
OOF hit rate
55.8%
Mean rank IC
0.050
Top-bottom spread
+0.4%

Upside candidates

ranked research list · as of 2026-10-12

SymbolScoreExpected netP(positive)Action
SPRC500.996+1.2%48.9%BUY_CANDIDATE
KCE500.981+1.0%48.9%BUY_CANDIDATE
TOP500.977+0.8%48.9%BUY_CANDIDATE
IRPC500.966+0.8%48.9%BUY_CANDIDATE
PTTGC500.941+0.4%48.9%BUY_CANDIDATE
STA1000.926+0.7%48.9%BUY_CANDIDATE
CRC500.882+0.4%48.9%BUY_CANDIDATE
MEGA1000.842+0.2%48.9%BUY_CANDIDATE
BCP500.842+0.5%48.9%BUY_CANDIDATE
BTS1000.836+0.2%48.9%BUY_CANDIDATE

Downside candidates

ranked downside research · not a short recommendation

SymbolScoreExpected netP(positive)Action
THAI500.034-0.5%42.5%DOWNSIDE_AVOID
VGI1000.078-0.2%42.5%DOWNSIDE_AVOID
SAWAD1000.086-0.2%43.3%DOWNSIDE_AVOID
MTC500.101-0.3%43.3%DOWNSIDE_AVOID
AP1000.120-0.2%42.5%DOWNSIDE_AVOID
JMT1000.126-0.2%43.3%DOWNSIDE_AVOID
EA1000.143-0.2%43.3%DOWNSIDE_AVOID
BAM1000.147-0.1%42.5%DOWNSIDE_AVOID
KTC500.149-0.2%43.3%DOWNSIDE_AVOID
PRM1000.177-0.1%43.3%DOWNSIDE_AVOID