Smart Money · per-broker algo signature · obs May 08

Algo brokers — gross-to-net flippers

For every broker in the universe: g2n_3d (3-day rolling gross ÷ |3-day net|) shows flip behaviour, median_lifetime shows hold length, n_tickers measures breadth. High g2n_3d + short lifetime = algo signature; low g2n_3d + long lifetime + high n_tickers = institutional / smart-money pattern.

Brokers Scored

at obs May 08

Top algo_score

0.27

Median g2n_3d

10.27

across all brokers

Scope filter

ALL

broker geography

g2n_3d × median lifetime · sized by n_tickers top-left = short lifetime + high flip ratio = algo · bottom-right = long-hold breadth = institutional

#	Broker	algo_score	g2n_3d	g2n_1d	median lifetime	n_tickers	herfindahl	n_events	scope
1	CP	0.268	44.87	25.43	8d	917	0.019	238	FOREIGN
2	BK	0.261	10.88	7.69	8d	591	0.041	238	FOREIGN
3	DU	0.260	18.74	10.90	8d	612	0.046	238	FOREIGN
4	HD	0.243	58.55	29.33	9d	836	0.028	238	FOREIGN
5	PI	0.232	11.58	6.78	5d	430	0.143	238	LOCAL
6	KK	0.227	32.88	23.03	10d	924	0.018	238	FOREIGN
7	AD	0.222	5.02	3.46	5d	503	0.039	238	LOCAL
8	AK	0.216	14.66	10.19	10d	768	0.027	238	FOREIGN
9	AH	0.213	6.38	4.85	10d	358	0.077	238	FOREIGN
10	YP	0.211	37.67	27.02	11d	932	0.016	238	FOREIGN
11	BQ	0.211	31.75	20.40	11d	910	0.016	238	FOREIGN
12	DR	0.184	20.58	13.08	13d	904	0.019	238	FOREIGN
13	PS	0.183	20.41	10.30	7d	510	0.127	134	LOCAL
14	XC	0.172	35.39	23.37	9d	933	0.019	238	LOCAL
15	GA	0.166	6.40	4.57	9d	326	0.049	238	LOCAL
16	XA	0.164	23.08	13.59	15d	904	0.015	232	FOREIGN
17	XL	0.160	26.78	24.48	10d	934	0.012	238	LOCAL
18	CC	0.159	25.54	17.30	10d	934	0.017	238	LOCAL
19	OD	0.158	12.91	8.65	10d	919	0.020	238	LOCAL
20	YB	0.153	35.03	19.29	10d	889	0.017	238	LOCAL
21	MG	0.149	32.64	17.30	10d	889	0.042	238	LOCAL
22	EP	0.148	29.62	21.34	11d	912	0.015	238	LOCAL
23	PD	0.138	31.03	20.78	12d	930	0.016	238	LOCAL
24	ZR	0.135	14.93	6.86	12d	677	0.036	238	LOCAL
25	AZ	0.133	20.54	12.40	12d	902	0.018	238	LOCAL
26	AT	0.133	23.04	14.22	12d	910	0.019	238	LOCAL
27	LS	0.131	13.05	9.22	19d	812	0.025	238	FOREIGN
28	NI	0.129	13.54	10.11	13d	932	0.016	238	LOCAL
29	PF	0.129	7.71	4.29	12d	412	0.063	238	LOCAL
30	AG	0.126	6.45	4.19	20d	890	0.031	238	FOREIGN
31	FS	0.122	9.57	5.46	21d	757	0.021	238	FOREIGN
32	IU	0.122	10.18	7.23	14d	713	0.042	238	LOCAL
33	FZ	0.122	9.91	7.28	14d	780	0.016	238	LOCAL
34	DH	0.120	6.66	5.20	14d	916	0.030	238	LOCAL
35	IH	0.120	17.30	11.95	14d	726	0.031	238	LOCAL
36	GR	0.120	16.78	11.13	14d	906	0.018	238	LOCAL
37	EL	0.119	10.27	7.28	12d	477	0.150	238	LOCAL
38	ZP	0.119	10.60	8.37	21d	904	0.049	238	FOREIGN
39	AR	0.118	11.92	7.53	13d	536	0.100	238	LOCAL
40	RS	0.116	4.67	3.28	11d	521	0.028	238	LOCAL
41	TP	0.114	8.36	5.74	23d	896	0.026	238	FOREIGN
42	SQ	0.113	11.33	8.50	15d	927	0.029	238	LOCAL
43	SF	0.112	8.43	6.17	15d	778	0.044	238	LOCAL
44	PO	0.111	12.61	8.95	15d	692	0.059	238	LOCAL
45	YU	0.110	10.98	8.23	23d	897	0.045	238	FOREIGN
46	LG	0.107	14.47	9.64	16d	900	0.017	238	LOCAL
47	BR	0.107	28.31	18.18	14d	761	0.110	238	LOCAL
48	AP	0.107	6.15	5.60	12d	93	0.238	209	LOCAL
49	AI	0.106	10.89	7.54	25d	876	0.022	238	FOREIGN
50	AO	0.103	23.55	13.71	17d	835	0.014	238	LOCAL
51	KI	0.103	9.24	7.07	17d	919	0.017	238	LOCAL
52	MI	0.100	10.27	5.17	17d	574	0.043	238	LOCAL
53	RF	0.100	6.86	4.76	18d	773	0.025	238	LOCAL
54	RO	0.098	17.90	9.71	17d	830	0.063	238	LOCAL
55	SA	0.097	4.76	4.10	14d	595	0.061	238	LOCAL
56	YJ	0.097	15.47	10.68	18d	861	0.031	238	LOCAL
57	SH	0.095	19.60	11.27	18d	700	0.027	238	LOCAL
58	IN	0.095	9.88	7.11	18d	696	0.031	238	LOCAL
59	HP	0.094	8.51	5.89	18d	875	0.039	238	LOCAL
60	IT	0.091	4.72	3.17	15d	393	0.036	238	LOCAL
61	ID	0.090	5.95	4.52	18d	612	0.104	238	LOCAL
62	TS	0.089	10.16	7.19	15d	216	0.230	238	LOCAL
63	IF	0.086	11.28	7.83	20d	901	0.038	238	LOCAL
64	PC	0.086	18.47	11.44	21d	859	0.019	238	LOCAL
65	CD	0.084	6.94	4.59	21d	863	0.035	238	LOCAL
66	JB	0.084	10.30	5.16	11d	630	0.439	238	LOCAL
67	KZ	0.080	5.13	3.65	27d	450	0.114	238	FOREIGN
68	MU	0.077	8.68	6.43	21d	744	0.121	238	LOCAL
69	RG	0.075	11.62	8.37	24d	760	0.030	238	LOCAL
70	QA	0.075	6.85	4.23	24d	851	0.017	238	LOCAL
71	AN	0.071	4.87	3.95	21d	699	0.030	190	LOCAL
72	PG	0.071	6.16	4.56	26d	693	0.014	226	LOCAL
73	TF	0.070	18.35	9.26	23d	741	0.132	237	LOCAL
74	SS	0.068	4.89	3.27	21d	469	0.080	238	LOCAL
75	ES	0.066	5.67	3.97	28d	706	0.021	238	LOCAL
76	BS	0.066	5.36	3.23	27d	501	0.021	238	LOCAL
77	DX	0.056	4.55	3.12	24d	882	0.055	238	LOCAL
78	II	0.054	3.40	2.74	12d	299	0.162	238	LOCAL
79	GI	0.051	45.41	21.26	20d	807	0.607	238	FOREIGN
80	BB	0.049	6.47	4.41	39d	372	0.034	238	LOCAL
81	DP	0.040	4.13	3.45	43d	321	0.073	238	FOREIGN
82	RX	0.038	3.66	2.85	36d	254	0.096	238	FOREIGN
83	IC	0.036	2.18	1.89	6d	116	0.098	237	LOCAL
84	DD	0.030	3.39	2.43	29d	238	0.022	238	LOCAL
85	AF	0.029	2.64	1.84	16d	507	0.077	238	LOCAL
86	OK	0.021	2.26	2.06	15d	488	0.066	238	LOCAL
87	YO	0.019	1.99	1.58	10d	349	0.069	238	LOCAL
88	SC	0.012	1.75	1.03	2d	4	0.506	32	LOCAL
89	BF	0.009	1.79	1.45	6d	356	0.445	238	LOCAL
90	RB	0.008	1.78	1.57	18d	781	0.172	238	FOREIGN
91	PP	0.003	1.66	1.40	18d	199	0.373	238	LOCAL
92	IP	0.000	1.37	1.23	0d	56	0.199	124	LOCAL
93	GW	0.000	1.35	1.15	0d	46	0.089	166	FOREIGN
94	FO	0.000	1.09	1.04	5d	125	0.209	238	LOCAL

Column legend

algo_score = g2n_3d × short_lifetime × ticker_breadth × foreign_prior
g2n_3d = 3-day rolling gross ÷ |3-day rolling net|. Algo flippers score > 3.
g2n_1d = same, 1-day. The 3d bar catches multi-day flippers harder.
median_lifetime_days = median position-zero-crossing gap across tickers
n_tickers = how many distinct tickers the broker traded over the 1y window
herfindahl = ticker concentration (0 = even spread, 1 = all in one ticker)
scope = LOCAL or FOREIGN per IDX broker directory