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, 2017. Source: Elkins/McSherry, a State Street company.
All trading
Global brokers
Rank
Broker
Difference
1
Raymond James
-36.12
2
William Blair
-32.44
3
State Street Global Mkts.
-13.99
4
Sanford C. Bernstein
-9.50
5
Morgan Stanley
-8.31
6
Pershing
-3.78
7
Pavilion
3.23
8
Barclays Bank
3.92
9
Redburn Partners
8.81
10
Jeffries
9.29
U.S. brokers
Rank
Broker
Difference
1
ITG
-48.07
2
Cantor Fitzgerald
-36.68
3
Jeffries
-32.71
4
BTIG
-27.70
5
Gar Wood Securities
-26.44
6
Agency Trading Group
-25.47
7
Themis Trading
-24.21
8
FBN Securities
-23.34
9
Wells Fargo Prime Svcs.
-23.19
10
Piper Jaffray
-20.21
Trades by order size
Large orders: 50,000+ shares
Rank
Broker
Difference
1
Goldman Sachs
-57.29
2
Barclays Bank
-44.61
3
Wells Fargo Prime Svcs.
-34.80
4
Morgan Stanley
-34.70
5
Agency Trading Group
-24.67
6
BTIG
-18.28
7
Stifel Nicolaus
-16.63
8
BB&T Investment Svcs.
-13.51
9
J.P. Morgan
-12.20
10
Gar Wood Securities
-11.18
Medium orders: 10,000 - 50,000 shares
Rank
Broker
Difference
1
Gar Wood Securities
-22.90
2
Agency Trading Group
-19.90
3
Wells Fargo Prime Svcs.
-18.29
4
J.P. Morgan
-17.32
5
Goldman Sachs
-14.54
6
Deutsche Bank
-14.53
7
Credit Suisse
-14.28
8
Bank of New York
-10.89
9
Barclays Bank
-9.32
10
BB&T Investment Svcs.
-7.81
Small orders: 10,000 shares
or less
Rank
Broker
Difference
1
Gar Wood Securities
-16.19
2
BTIG
-14.58
3
Credit Suisse
-11.83
4
Agency Trading Group
-11.36
5
Barclays Bank
-10.16
6
Bank of New York
-9.71
7
Bats
-9.69
8
Goldman Sachs
-7.72
9
Wells Fargo Prime Svcs.
-7.06
10
J.P. Morgan
-4.24
Trades by liquidity
0% - 20% of daily volume
Rank
Broker
Difference
1
ITG
-39.08
2
Agency Trading Group
-17.08
3
Gar Wood Securities
-13.91
4
BB&T Investment Svcs.
-9.26
5
BTIG
-8.85
6
Goldman Sachs
-7.82
7
Bank of New York
-7.49
8
Credit Suisse
-6.59
9
Wells Fargo Prime Svcs.
-5.86
10
J.P. Morgan
-4.37
20% - 50% of daily volume
Rank
Broker
Difference
1
Credit Suisse
-36.12
2
Goldman Sachs
-18.84
3
Agency Trading Group
-18.45
4
Gar Wood Securities
-18.28
5
BTIG
-13.92
6
J.P. Morgan
-9.42
7
UBS
-8.87
8
Sanford C. Bernstein
-6.99
9
Weeden
-3.83
10
BB&T Investment Svcs.
-1.47
50%+ of daily volume
Rank
Broker
Difference
1
Credit Suisse
-30.36
2
Weeden
-27.83
3
J.P. Morgan
-26.01
4
Gar Wood Securities
-20.85
5
Agency Trading Group
-18.42
6
Goldman Sachs
-17.88
7
Wells Fargo Prime Svcs.
-15.21
8
BTIG
-14.91
9
BofA Merrill Lynch
-10.36
10
Morgan Stanley
-8.29
Trades by market cap
Giant cap
Rank
Broker
Difference
1
Gar Wood Securities
-9.12
2
Wells Fargo Prime Svcs.
-8.31
3
Agency Trading Group
-7.55
4
Stifel Nicolaus
-6.68
5
Goldman Sachs
-5.15
6
Barclays Bank
-5.00
7
Instinet
-3.92
8
Morgan Stanley
-3.54
9
BTIG
-3.37
10
Bank of New York
-3.28
Large cap
Rank
Broker
Difference
1
ITG
-45.40
2
Agency Trading Group
-14.52
3
BTIG
-13.44
4
Gar Wood Securities
-10.53
5
Barclays Bank
-7.98
6
BB&T Investment Svcs.
-5.49
7
Goldman Sachs
-5.08
8
Bank of New York
-3.85
9
J.P. Morgan
-3.23
10
Stifel Nicolaus
-1.15
Midcap
Rank
Broker
Difference
1
BTIG
-42.75
2
Agency Trading Group
-30.08
3
Gar Wood Securities
-25.93
4
Credit Suisse
-18.01
5
BB&T Investment Svcs.
-17.22
6
ITG
-13.25
7
Bank of New York
-12.00
8
Goldman Sachs
-10.81
9
RBC Capital Markets
-6.69
10
J.P. Morgan
-2.37
Small cap
Rank
Broker
Difference
1
Jeffries
-53.54
2
BTIG
-49.38
3
Sanford C. Bernstein
-48.00
4
Weeden
-45.53
5
Agency Trading Group
-36.44
6
BB&T Investment Svcs.
-36.44
7
Barclays Bank
-32.99
8
Gar Wood Securities
-21.99
9
J.P. Morgan
-20.01
10
Goldman Sachs
-18.51
Microcap
Rank
Broker
Difference
1
Credit Suisse
-113.03
2
Gar Wood Securities
-99.18
3
Bank of New York
-96.91
4
Agency Trading Group
-82.74
5
BofA Merrill Lynch
-75.76
6
Goldman Sachs
-68.04
7
J.P. Morgan
-67.86
8
BB&T Investment Svcs.
-64.26
9
Morgan Stanley
24.63
10
Susquehanna
87.35
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, 2017. Source: Investment Technology Group.
U.S. trading costs: Commissions and implementation shortfall
Average spread and annualized volatility of S&P 500 constituents