Ranked by difference in cost/savings against the Elkins/McSherry Arrival Price universe, based on the top 50 brokers in each category by U.S. dollar volume. Rolling four-quarter data are as of Sept. 30, 2018. Source: Elkins/McSherry, a State Street company.
All trading
Global brokers
Rank
Broker
Difference
1
Macquarie Securities
-37.38
2
Robert W. Baird
-30.69
3
Guggenheim Partners
-29.55
4
State Street Global Mkts.
-20.38
5
Royal Bank Scotland
-12.99
6
Russell Impl. Svcs.
-12.41
7
BTIG
-7.10
8
Guzman
-5.57
9
Penserra Securities
-4.39
10
Citigroup Global Mkts.
-3.53
U.S. brokers
Rank
Broker
Difference
1
Agency Trading Group
-32.40
2
Gar Wood Securities
-27.97
3
ITG
-27.36
4
Wells Fargo Prime Svcs.
-25.20
5
Guzman
-24.71
6
Themis Trading
-12.40
7
BB&T Investment Svcs.
-11.46
8
Bank of New York
-11.24
9
Jane Street Capital
-10.73
10
Raymond James
-9.79
Trades by order size
Large orders: 50,000+ shares
Rank
Broker
Difference
1
Guzman
-36.68
2
BTIG
-19.65
3
Morgan Stanley
-18.11
4
Jane Street Capital
-11.51
5
WallachBeth Capital
-6.77
6
Jeffries
-2.58
7
Russell Impl. Svcs.
-2.56
8
Bank of America
-2.14
9
BB&T Investment Svcs.
-2.02
10
Sanford C. Bernstein
1.13
Medium orders: 10,000 - 50,000 shares
Rank
Broker
Difference
1
ITG
-39.21
2
Wells Fargo Prime Svcs.
-38.05
3
Guzman
-27.87
4
BTIG
-11.41
5
Goldman Sachs
-7.65
6
BB&T Investment Svcs.
-4.69
7
Russell Impl. Svcs.
-3.07
8
Sanford C. Bernstein
3.89
9
Bank of America
4.20
10
Weeden
8.22
Small orders: 10,000 shares
or less
Rank
Broker
Difference
1
Guzman
-19.48
2
Gar Wood Securities
-15.97
3
ITG
-13.05
4
Credit Suisse
-6.36
5
Russell Impl. Svcs.
-4.48
6
Bank of New York
-3.89
7
Goldman Sachs
-3.20
8
BTIG
-2.61
9
Bank of America
1.06
10
Weeden
2.72
Trades by liquidity
0% - 20% of daily volume
Rank
Broker
Difference
1
Citigroup Global Mkts.
-30.58
2
Guzman
-28.19
3
Agency Trading Group
-25.98
4
ITG
-16.55
5
BTIG
-15.43
6
Gar Wood Securities
-13.81
7
WallachBeth Capital
-8.08
8
Russell Impl. Svcs.
-4.26
9
Bank of New York
-4.19
10
Sanford C. Bernstein
-1.14
20% - 50% of daily volume
Rank
Broker
Difference
1
Wells Fargo Prime Svcs.
-20.07
2
Gar Wood Securities
-14.63
3
BTIG
-10.41
4
WallachBeth Capital
-8.64
5
J.P. Morgan
-4.76
6
Bank of America
-4.12
7
Weeden
-0.77
8
Guzman
0.23
9
Russell Impl. Svcs.
1.69
10
Credit Suisse
7.02
50%+ of daily volume
Rank
Broker
Difference
1
J.P. Morgan
-27.62
2
Gar Wood Securities
-16.99
3
BTIG
-12.25
4
Guzman
-12.21
5
Jane Street Capital
-11.82
6
Goldman Sachs
-11.01
7
WallachBeth Capital
-7.74
8
Weeden
-6.58
9
Bank of America
-5.86
10
Russell Impl. Svcs.
-2
Trades by market cap
Giant cap
Rank
Broker
Difference
1
J.P. Morgan
-27.62
2
Gar Wood Securities
-16.99
3
BTIG
-12.25
4
Guzman
-12.21
5
Jane Street Capital
-11.82
6
Goldman Sachs
-11.01
7
WallachBeth Capital
-7.74
8
Weeden
-6.58
9
Bank of America
-5.86
10
Russell Impl. Svcs.
-2.00
Large cap
Rank
Broker
Difference
1
Susquehanna
-35.66
2
Agency Trading Group
-25.17
3
Guzman
-19.08
4
MKM Partners
-16.70
5
Gar Wood Securities
-16.32
6
BTIG
-15.36
7
Citigroup Global Mkts.
-11.62
8
Bank of New York
-10.99
9
WallachBeth Capital
-10.90
10
ITG
-9.46
Midcap
Rank
Broker
Difference
1
Agency Trading Group
-36.33
2
ITG
-24.54
3
Sanford C. Bernstein
-19.68
4
Morgan Stanley
-18.23
5
Robert W. Baird
-17.62
6
Gar Wood Securities
-17.50
7
WallachBeth Capital
-11.42
8
Jane Street Capital
-8.60
9
Themis Trading
-7.80
10
BTIG
-6.85
Small cap
Rank
Broker
Difference
1
FBN Securities
-69.30
2
Agency Trading Group
-36.33
3
ITG
-24.54
4
Sanford C. Bernstein
-19.68
5
Morgan Stanley
-18.23
6
Robert W. Baird
-17.62
7
Gar Wood Securities
-17.50
8
Jane Street Capital
-17.36
9
ISI Group
-14.53
10
CAPIS
-11.75
Microcap
Rank
Broker
Difference
1
Gar Wood Securities
-37.33
2
Agency Trading Group
-31.33
3
Morgan Stanley
-30.58
4
BTIG
-23.88
5
Bank of America
-22.32
6
Guzman
-11.83
7
BB&T Investment Svcs.
-7.30
8
Jane Street Capital
-6.77
9
Sanford C. Bernstein
-5.31
10
Russell Impl. Svcs.
-3.33
Trading analytics
Commissions and implementation shortfall based on ITG's peer group.* Volatility annualized is the 60-day historical volatility for the S&P 500 index. Data are as of Sept. 30, 2018. Source: Investment Technology Group.
U.S. trading costs: Commissions and implementation shortfall
Average spread and annualized volatility of S&P 500 constituents