Smart Money · per-broker algo signature · obs Sep 07

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 Sep 07

Top algo_score

0.28

Median g2n_3d

9.91

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	DU	0.279	14.08	8.84	8d	664	0.025	237	FOREIGN
2	HD	0.277	64.34	34.42	8d	841	0.031	237	FOREIGN
3	YP	0.268	38.26	26.65	8d	935	0.017	238	FOREIGN
4	CP	0.267	40.01	24.69	8d	919	0.021	238	FOREIGN
5	BK	0.261	10.72	7.22	8d	643	0.043	238	FOREIGN
6	KK	0.256	30.36	21.56	8d	925	0.019	237	FOREIGN
7	XA	0.246	23.10	12.88	9d	907	0.015	238	FOREIGN
8	BQ	0.245	32.87	20.53	9d	912	0.020	238	FOREIGN
9	AK	0.243	16.08	10.85	9d	785	0.027	238	FOREIGN
10	PS	0.242	21.35	10.04	4d	447	0.192	57	LOCAL
11	PI	0.231	10.32	5.99	5d	486	0.093	237	LOCAL
12	AD	0.226	6.11	4.26	6d	553	0.030	238	LOCAL
13	AH	0.222	4.64	3.61	7d	342	0.057	238	FOREIGN
14	DR	0.210	17.71	11.51	11d	901	0.021	237	FOREIGN
15	XL	0.207	28.56	25.12	7d	935	0.013	238	LOCAL
16	CC	0.196	25.96	17.61	8d	936	0.018	237	LOCAL
17	PD	0.188	23.92	18.21	8d	933	0.017	237	LOCAL
18	OD	0.187	12.06	8.42	8d	906	0.020	237	LOCAL
19	XC	0.187	33.60	22.10	8d	935	0.020	238	LOCAL
20	EP	0.180	27.66	19.77	8d	907	0.015	237	LOCAL
21	MG	0.174	29.69	16.27	8d	891	0.045	237	LOCAL
22	NI	0.172	13.16	9.81	9d	933	0.017	237	LOCAL
23	GA	0.168	6.25	4.55	9d	322	0.038	237	LOCAL
24	ZP	0.167	9.91	8.09	14d	901	0.052	238	FOREIGN
25	LS	0.166	12.12	8.87	15d	808	0.019	237	FOREIGN
26	AT	0.159	23.58	14.76	10d	914	0.018	238	LOCAL
27	YB	0.159	33.91	18.83	10d	890	0.018	238	LOCAL
28	ZR	0.156	15.86	7.54	10d	678	0.036	238	LOCAL
29	AG	0.154	7.15	4.62	16d	889	0.027	238	FOREIGN
30	GR	0.147	18.63	11.55	11d	902	0.019	237	LOCAL
31	AZ	0.147	21.30	12.15	11d	896	0.020	238	LOCAL
32	PF	0.147	7.10	4.03	10d	390	0.074	237	LOCAL
33	SQ	0.145	11.70	8.72	11d	933	0.032	238	LOCAL
34	FS	0.145	8.44	5.23	17d	764	0.020	237	FOREIGN
35	TP	0.143	9.99	6.55	18d	901	0.026	238	FOREIGN
36	AP	0.137	22.21	20.51	7d	93	0.347	202	LOCAL
37	YU	0.137	9.59	7.33	18d	900	0.044	238	FOREIGN
38	DH	0.136	7.64	5.90	12d	919	0.025	237	LOCAL
39	LG	0.133	12.60	8.83	12d	897	0.018	237	LOCAL
40	AI	0.133	9.32	6.60	19d	882	0.027	238	FOREIGN
41	KI	0.129	9.26	7.05	13d	922	0.018	237	LOCAL
42	HP	0.126	8.21	5.88	13d	890	0.039	237	LOCAL
43	EL	0.124	10.54	7.28	12d	467	0.117	237	LOCAL
44	PO	0.122	10.86	7.65	13d	688	0.057	237	LOCAL
45	AO	0.122	17.93	11.23	14d	842	0.014	238	LOCAL
46	SA	0.120	5.29	3.98	13d	573	0.034	238	LOCAL
47	IH	0.120	16.63	10.97	14d	719	0.028	237	LOCAL
48	YJ	0.119	15.41	10.05	14d	857	0.036	238	LOCAL
49	IU	0.119	9.11	6.75	14d	703	0.039	237	LOCAL
50	MI	0.117	10.75	5.21	14d	582	0.051	237	LOCAL
51	SF	0.114	7.48	5.56	15d	776	0.026	238	LOCAL
52	ID	0.114	5.44	4.53	14d	620	0.067	237	LOCAL
53	IN	0.113	10.04	7.08	15d	687	0.033	237	LOCAL
54	FZ	0.109	11.33	8.39	16d	819	0.016	237	LOCAL
55	AR	0.105	10.91	6.99	16d	519	0.048	238	LOCAL
56	RS	0.099	3.98	2.83	10d	510	0.027	237	LOCAL
57	IF	0.099	9.86	7.03	18d	907	0.032	237	LOCAL
58	RF	0.097	6.13	4.00	18d	693	0.027	237	LOCAL
59	PC	0.094	23.86	13.23	19d	859	0.019	237	LOCAL
60	CD	0.092	6.49	4.53	19d	864	0.032	238	LOCAL
61	BR	0.091	27.86	17.33	18d	763	0.086	238	LOCAL
62	RG	0.091	11.97	8.26	20d	747	0.028	237	LOCAL
63	ES	0.090	5.46	3.98	20d	705	0.022	237	LOCAL
64	MU	0.090	7.10	5.22	18d	736	0.097	237	LOCAL
65	IC	0.089	2.80	2.34	4d	133	0.085	236	LOCAL
66	TS	0.089	8.04	5.52	15d	210	0.241	238	LOCAL
67	II	0.085	3.83	2.92	9d	292	0.163	237	LOCAL
68	SH	0.085	14.35	9.20	21d	676	0.031	238	LOCAL
69	KZ	0.077	5.14	3.80	29d	472	0.096	237	FOREIGN
70	AN	0.076	4.19	3.45	15d	648	0.032	113	LOCAL
71	IT	0.074	4.19	2.96	16d	388	0.035	237	LOCAL
72	QA	0.073	7.06	4.32	26d	898	0.015	237	LOCAL
73	JB	0.070	4.72	3.55	10d	618	0.464	237	LOCAL
74	RO	0.069	18.55	9.98	26d	907	0.053	237	LOCAL
75	PG	0.068	6.40	4.60	28d	693	0.015	225	LOCAL
76	DX	0.067	4.50	3.29	19d	882	0.067	237	LOCAL
77	SS	0.067	4.43	3.15	18d	449	0.091	238	LOCAL
78	BS	0.065	4.96	3.19	24d	487	0.020	238	LOCAL
79	TF	0.062	19.49	9.28	27d	768	0.109	237	LOCAL
80	BB	0.061	6.01	4.43	30d	375	0.035	238	LOCAL
81	GI	0.044	43.96	25.13	16d	782	0.723	237	FOREIGN
82	RX	0.032	3.37	2.76	37d	238	0.097	237	FOREIGN
83	AF	0.031	2.51	1.79	13d	502	0.073	238	LOCAL
84	OK	0.030	2.54	2.29	14d	472	0.067	237	LOCAL
85	YO	0.027	2.00	1.59	6d	333	0.066	238	LOCAL
86	DD	0.025	3.03	2.15	28d	234	0.025	238	LOCAL
87	DP	0.020	3.14	2.65	56d	316	0.064	238	FOREIGN
88	BF	0.008	1.82	1.46	10d	329	0.361	238	LOCAL
89	RB	0.007	1.68	1.48	14d	765	0.168	237	FOREIGN
90	PP	0.001	1.58	1.40	24d	170	0.250	236	LOCAL
91	FO	0.000	1.07	1.04	3d	114	0.146	237	LOCAL
92	IP	0.000	1.46	1.28	0d	43	0.257	52	LOCAL
93	GW	0.000	1.50	1.18	0d	28	0.116	89	FOREIGN

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