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, 2020. Source: Elkins/McSherry, a State Street company.
All trading
Global brokers
Rank
Broker
Difference
1
Redburn Partners
-67.21
2
Cowen
-20.05
3
Guzman
-11.01
4
Cantor Fitzgerald
-9.82
5
Goldman Sachs
-4.37
6
Jeffries
1.78
7
Barclays Bank
3.83
8
Pavilion
8.53
9
Banque Degroof
11.72
10
Morgan Stanley
20.34
U.S. brokers
Rank
Broker
Difference
1
Cowen
-105.68
2
Burnham
-67.47
3
Citadel Derivatives Grp.
-59.36
4
ITG
-54.53
5
BTIG
-47.38
6
Gar Wood Securities
-37.93
7
Guzman
-29.88
8
Jones & Associates
-29.61
9
BB&T Investment Svcs.
-25.55
10
G-Research
-21.15
Trades by order size
Large orders: 50,000+ shares
Rank
Broker
Difference
1
BTIG
-70.64
2
Gar Wood Securities
-40.13
3
Goldman Sachs
-20.80
4
William Blair
-20.52
5
RBC Capital Markets
-10.65
6
Guzman
-10.59
7
J.P. Morgan
1.49
8
UBS
2.97
9
Morgan Stanley
13.39
10
Russell Impl. Svcs.
14.71
Medium orders: 10,000 - 50,000 shares
Rank
Broker
Difference
1
Gar Wood Securities
-21.84
2
Guzman
-18.26
3
Bank of America
-10.84
4
Knight Trading
-10.57
5
BTIG
-10.56
6
UBS
-4.99
7
J.P. Morgan
-3.28
8
Morgan Stanley
0.81
9
Russell Impl. Svcs.
3.73
10
Credit Suisse
9.99
Small orders: 10,000 shares or less
Rank
Broker
Difference
1
BTIG
-29.82
2
Credit Suisse
-21.18
3
Guzman
-17.38
4
Cowen
-12.14
5
Gar Wood Securities
-11.80
6
Bank of America
-5.96
7
UBS
-4.96
8
J.P. Morgan
-2.11
9
Morgan Stanley
-1.94
10
Instinet
-0.82
Trades by liquidity
0% - 20% of daily volume
Rank
Broker
Difference
1
BTIG
-46.08
2
Cowen
-42.40
3
ITG
-25.15
4
Knight Trading
-21.50
5
Gar Wood Trading
-17.16
6
Citadel Derivatives Grp.
-15.74
7
Guzman
-14.54
8
Goldman Sachs
-14.41
9
National Financial Svcs.
-14.34
10
J.P. Morgan
-9.26
20% - 50% of daily volume
Rank
Broker
Difference
1
Russell Impl. Svcs.
-36.71
2
Gar Wood Securities
-18.30
3
RBC Capital Markets
-16.17
4
Guzman
-13.56
5
Knight Trading
-11.39
6
J.P. Morgan
-10.60
7
BTIG
-9.77
8
Barclays Bank
-7.50
9
Goldman Sachs
-6.43
10
Bank of America
-4.32
50%+ of daily volume
Rank
Broker
Difference
1
Bank of New York
-17.75
2
Guzman
-16.97
3
Gar Wood Securities
-16.62
4
William Blair
-12.26
5
RBC Capital Markets
-11.38
6
BTIG
-5.38
7
Knight Trading
-3.62
8
Credit Suisse
-0.73
9
J.P. Morgan
1.92
10
Bank of America
1.96
Trades by market cap
Giant cap
Rank
Broker
Difference
1
Bank of America
-15.91
2
Guzman
-11.79
3
Credit Suisse
-10.17
4
Gar Wood Securities
-7.47
5
Cowen
-5.82
6
UBS
-2.79
7
BTIG
-0.12
8
Goldman Sachs
0.22
9
J.P. Morgan
1.45
10
Knight Trading
2.33
Large cap
Rank
Broker
Difference
1
BTIG
-55.65
2
Goldman Sachs
-27.85
3
Guzman
-22.25
4
RBC Capital Markets
-21.58
5
Credit Suisse
-20.58
6
Gar Wood Securities
-15.22
7
Bank of America
-3.89
8
J.P. Morgan
0.15
9
Morgan Stanley
0.95
10
Russell Impl. Svcs.
6.17
Midcap
Rank
Broker
Difference
1
RBC Capital Markets
-29.53
2
Guzman
-29.42
3
Gar Wood Securities
-18.67
4
BB&T Investment Services
-10.39
5
Knight Trading
-9.04
6
BTIG
-7.41
7
Goldman Sachs
-6.20
8
Jefferies
-4.71
9
J.P. Morgan
-2.28
10
Morgan Stanley
-0.58
Small cap
Rank
Broker
Difference
1
ITG
-85.15
2
BTIG
-64.30
3
Gar Wood Securities
-62.55
4
B. Riley Financial
-54.25
5
Guzman
-50.07
6
Jefferies
-43.68
7
Goldman Sachs
-34.84
8
J.P. Morgan
-15.08
9
Needham
-9.01
10
Russell Impl. Svcs.
-8.20
Microcap
Rank
Broker
Difference
1
Gar Wood Securities
-200.30
2
Cowen
-131.38
3
Guzman
-129.18
4
Russell Impl. Svcs.
-91.72
5
UBS
-44.64
6
Jeffries
-30.71
7
Bank of America
-19.32
8
J.P. Morgan
-8.08
9
Banque Degroof
9.12
10
Knight Trading
25.99
Trading analytics
Commissions and implementation shortfall based on Virtu's Global Peer database. *Volatility annualized is the 60-day historical volatility for the S&P 500 index. Data are as of Sept. 30, 2020. Source: Virtu Financial LLC
U.S. trading costs: Commissions and implementation shortfall
Average spread and annualized volatility of S&P 500 constituents