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 June 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
State Street Global Mkts.
-20.38
4
Royal Bank Scotland
-12.99
5
Russell Imp. Svcs.
-12.41
6
BTIG
-7.1
7
Guzman
-5.57
8
Penserra Securities
-4.39
9
Citigroup Global Mkts.
-3.53
10
Redburn Partners
-2.55
U.S. brokers
Rank
Broker
Difference
1
Macquarie Securities
-37.38
2
Robert W. Baird
-30.69
3
Guggenheim Partners
-29.55
4
Jones & Associates
-21.8
5
ISI Group
-20.96
6
State Street Global Mkts.
-20.38
7
Royal Bank Scotland
-12.99
8
Russell Imp. Svcs.
-12.41
9
BTIG
-7.1
10
Guzman
-5.57
Trades by order size
Large orders: 50,000+ shares
Rank
Broker
Difference
1
Barclays Bank
-59.99
2
Agency Trading Group
-46.64
3
J.P. Morgan
-27.31
4
BTIG
-18.12
5
Jeffries
-11.62
6
Gar Wood Securities
-9.57
7
WallachBeth Capital
-8.93
8
BB&T Investment Svcs.
-8.75
9
NGAM Advisors
-6.05
10
BofA Merrill Lynch
-5.44
Medium orders: 10,000 - 50,000 shares
Rank
Broker
Difference
1
Agency Trading Group
-24.37
2
Gar Wood Securities
-18.11
3
Goldman Sachs
-11.65
4
NGAM Advisors
-9.4
5
BB&T Investment Svcs,
-6.55
6
Russell Imp. Svcs.
-3.07
7
Sanford C. Bernstein
-2.77
8
BofA Merrill Lynch
-2.74
9
Guzman
-2.09
10
J.P. Morgan
0.07
Small orders: 10,000 shares
or less
Rank
Broker
Difference
1
Gar Wood Securities
-16.42
2
Bats
-15.3
3
Agency Trading Group
-12.62
4
NGAM Advisors
-12.26
5
Barclays Bank
-9.23
6
Burnham
-8.62
7
Wells Fargo Prime Svcs.
-8.51
8
Goldman Sachs
-7.63
9
Guzman
-7.36
10
Bank of New York
-6.79
Trades by liquidity
0% - 20% of daily volume
Rank
Broker
Difference
1
Agency Trading Group
-24.1
2
Gar Wood Securities
-13.59
3
Barclays Bank
-11.59
4
NGAM Advisors
-8.98
5
Credit Suisse
-8.01
6
CAPIS
-6.84
7
BTIG
-5.94
8
EDGX
-5.85
9
BB&T Investment Svcs.
-4.5
10
Russell Imp. Svcs.
-4.26
20% - 50% of daily volume
Rank
Broker
Difference
1
Goldman Sachs
-15.12
2
Gar Wood Securities
-13.78
3
NGAM Advisors
-12.15
4
Guzman
-11.81
5
J.P. Morgan
-9.38
6
BTIG
-6.48
7
NYSE Arca
-5.98
8
Weeden
-3
9
BofA Merrill Lynch
-2.27
10
Wells Fargo Prime Svcs.
0.2
50%+ of daily volume
Rank
Broker
Difference
1
J.P. Morgan
-45.35
2
Weeden
-28.46
3
Gar Wood Securities
-16.51
4
Wells Fargo Prime Svcs.
-15.74
5
NGAM Advisors
-14.61
6
Guzman
-12.76
7
Credit Suisse
-11.02
8
BTIG
-9.44
9
Goldman Sachs
-9.14
10
BofA Merrill Lynch
-3.86
Trades by market cap
Giant cap
Rank
Broker
Difference
1
Bank Of New York
-14.48
2
Russell Imp. Svcs.
-11.92
3
Agency Trading Group
-11.02
4
NGAM Advisors
-10.24
5
J.P. Morgan
-9.68
6
Gar Wood Securities
-7.01
7
BB&T Investment Svcs.
-4.87
8
Goldman Sachs
-3.76
9
Morgan Stanley
-3.18
10
Barclays Bank
-1.42
Large cap
Rank
Broker
Difference
1
Agency Trading Group
-25.22
2
Gar Wood Securities
-16.03
3
Weeden
-14.98
4
NGAM Advisors
-12.55
5
Guzman
-9.05
6
BB&T Investment Svcs.
-5.09
7
BTIG
-4.05
8
Sanford C. Bernstein
-2.7
9
Credit Suisse
-2.28
10
Russell Imp. Svcs.
-0.41
Midcap
Rank
Broker
Difference
1
Agency Trading Group
-33.2
2
Gar Wood Securities
-17.27
3
Guzman
-16.3
4
BofA Merrill Lynch
-14.7
5
Sanford C. Bernstein
-10.53
6
BTIG
-9.38
7
Russell Imp. Svcs.
-2.12
8
J.P. Morgan
-2.01
9
Goldman Sachs
-1.46
10
Credit Suisse
2.15
Small cap
Rank
Broker
Difference
1
Cowen
-52.13
2
Guzman
-40.68
3
Agency Trading Group
-38.46
4
Gar Wood Securities
-36.99
5
BTIG
-17.08
6
BofA Merrill Lynch
-16.91
7
J.P. Morgan
-12.36
8
Weeden
-10.97
9
Russell Imp. Svcs.
-3.33
10
Wells Fargo Prime Svcs.
-2.08
Microcap
Rank
Broker
Difference
1
Gar Wood Securities
-171.54
2
BTIG
-111.04
3
Agency Trading Group
-104.68
4
Guzman
-102.49
5
J.P. Morgan
-98.62
6
Jane Street Capital
-12.85
7
BofA Merrill Lynch
-3.41
8
Russell Imp. Svcs.
-2.5
9
Wells Fargo Prime Svcs.
74.07
10
Credit Suisse
294.12
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 June 30, 2018. Source: Investment Technology Group.
U.S. trading costs: Commissions and implementation shortfall
Average spread and annualized volatility of S&P 500 constituents