NCAA Tournament 2026: Efficiency Margin Trend Analysis

NCAA Tournament 2026: Efficiency Margin Trend Analysis

March 16, 2026 0 By Neill White

How is each team trending heading into the tournament? Using adjusted efficiency margin MACD — a momentum indicator applied to each team’s rolling efficiency margin — we can identify which teams are peaking and which are fading at exactly the wrong time.


All Tournament Teams Ranked by Trend Strength

Ranked by MACD (momentum). Trend Rank = national standing among all 365 D-I teams.

RankTeamSeedAdj. EMMACDTrend RankTrend
1Howard#16+0.4+3.791/365STRONG UP ↑↑
2UMBC#16+6.4+3.263/365STRONG UP ↑↑
3Saint Louis#9+21.4+2.0613/365STRONG UP ↑↑
4South Florida#11+16.7+1.9014/365STRONG UP ↑↑
5Pennsylvania#14+1.6+1.8816/365STRONG UP ↑↑
6Nebraska#4+27.8+1.7420/365STRONG UP ↑↑
7Miami#7+22.0+1.7021/365STRONG UP ↑↑
8Virginia#3+31.4+1.6822/365STRONG UP ↑↑
9Florida#1+34.7+1.6623/365STRONG UP ↑↑
10Tennessee State#15-4.0+1.5127/365STRONG UP ↑↑
11Miami (OH)#11+14.1+1.4928/365UP ↑
12Arkansas#4+24.6+1.3532/365UP ↑
13Long Island University#16-0.3+1.2836/365UP ↑
14Hofstra#13+11.8+1.2339/365UP ↑
15Illinois#3+33.2+1.1644/365UP ↑
16Kennesaw State#14+1.9+1.1148/365UP ↑
17North Dakota State#14+5.4+1.1049/365UP ↑
18TCU#9+17.3+1.0951/365UP ↑
19Arizona#1+37.0+1.0063/365UP ↑
20Lehigh#16-8.5+0.8972/365UP ↑
21Akron#12+18.3+0.8186/365UP ↑
22SMU#11+21.9+0.7491/365UP ↑
23Michigan#1+39.9+0.7392/365UP ↑
24Wisconsin#5+22.6+0.7393/365UP ↑
25UCLA#7+20.9+0.7294/365UP ↑
26Santa Clara#10+14.9+0.60105/365UP ↑
27Texas Tech#5+23.3+0.59106/365UP ↑
28Northern Iowa#12+13.1+0.55113/365UP ↑
29Siena#16+3.9+0.53115/365UP ↑
30Vanderbilt#5+27.6+0.49121/365Flat →
31NC State#11+24.1+0.46122/365Flat →
32Furman#15-3.0+0.46123/365Flat →
33Prairie View A&M#16-19.3+0.44126/365Flat →
34Michigan State#3+28.4+0.42128/365Flat →
35Texas A&M#10+15.9+0.37132/365Flat →
36Villanova#8+22.1+0.34134/365Flat →
37Idaho#15-4.0+0.33136/365Flat →
38UConn#2+32.3+0.28140/365Flat →
39Iowa#9+25.9+0.27141/365Flat →
40Duke#1+44.1+0.25145/365Flat →
41St. John’s#5+29.7+0.19153/365Flat →
42UCF#10+12.5+0.12162/365Flat →
43California Baptist#13+0.2+0.08167/365Flat →
44Hawai’i#13+4.4+0.06170/365Flat →
45Wright State#14+2.7+0.05171/365Flat →
46Houston#2+34.4+0.03175/365Flat →
47North Carolina#6+25.1+0.01180/365Flat →
48Texas#11+19.3-0.03188/365Flat →
49Queens University#15-5.0-0.06191/365Flat →
50Utah State#9+21.3-0.12199/365Flat →
51Ohio State#8+22.7-0.16203/365Flat →
52Purdue#2+32.4-0.20207/365Flat →
53Alabama#4+26.1-0.25216/365Flat →
54Troy#13+2.8-0.33227/365Flat →
55Iowa State#2+31.4-0.35231/365Flat →
56Saint Mary’s#7+23.2-0.44239/365Flat →
57Louisville#6+30.5-0.49244/365Flat →
58VCU#11+18.5-0.52248/365DOWN ↓
59High Point#12+9.3-0.59256/365DOWN ↓
60Tennessee#6+27.5-0.72267/365DOWN ↓
61Clemson#8+23.0-0.93292/365DOWN ↓
62McNeese#12+5.4-0.95293/365DOWN ↓
63Missouri#10+12.4-0.98296/365DOWN ↓
64Georgia#8+22.3-1.00298/365DOWN ↓
65Kansas#4+24.4-1.11307/365DOWN ↓
66Kentucky#7+22.6-1.15310/365DOWN ↓
67BYU#6+23.6-1.69339/365STRONG DOWN ↓↓
68Gonzaga#3+31.6-1.76342/365STRONG DOWN ↓↓


Tuesday, March 17 — First Four

Midwest Region | #16 UMBC vs. #16 Howard

3:40 PM | Line: UMBC -1.5 | O/U: 139.5

TeamSeedAdj. EMMACDTrend RankTrend
UMBC#16+6.4+3.263/365STRONG UP ↑↑
Howard#16+0.4+3.791/365STRONG UP ↑↑

Betting suggestion: Both teams are among the hottest in the country — UMBC is strongly trending up (rank 3/365) and Howard is strongly trending up (rank 1/365). The trends don’t give a clear edge; this is a toss-up. Play the UMBC -1.5 only if you trust the talent gap.

West Region | #11 Texas vs. #11 NC State

6:15 PM | Line: NCSU -1.5 | O/U: 158.5

TeamSeedAdj. EMMACDTrend RankTrend
Texas#11+19.3-0.03188/365Flat →
NC State#11+24.1+0.46122/365Flat →

Betting suggestion: The trends are close (rank 122 vs. 188) and so is the line. This is effectively a pick-em — slight lean NCSU -1.5 based on the talent edge, but not a strong play.


Wednesday, March 18 — First Four

South Region | #16 Prairie View A&M vs. #16 Lehigh

3:40 PM | Line: LEH -3.5 | O/U: 142.5

TeamSeedAdj. EMMACDTrend RankTrend
Prairie View A&M#16-19.3+0.44126/365Flat →
Lehigh#16-8.5+0.8972/365UP ↑

Betting suggestion: LEH -3.5. The trends are similar for both teams (rank 72 vs. 126), so the spread likely reflects the talent gap accurately. Standard lean with the favorite.

Midwest Region | #11 Miami (OH) vs. #11 SMU

6:15 PM | Line: SMU -7.5 | O/U: 164.5

TeamSeedAdj. EMMACDTrend RankTrend
Miami (OH)#11+14.1+1.4928/365UP ↑
SMU#11+21.9+0.7491/365UP ↑

Betting suggestion: SMU -7.5. The trends are similar for both teams (rank 91 vs. 28), so the spread likely reflects the talent gap accurately. Standard lean with the favorite.


Thursday, March 19 — First Round

East Region | #9 TCU vs. #8 Ohio State

9:15 AM | Line: OSU -2.5 | O/U: 146.5

TeamSeedAdj. EMMACDTrend RankTrend
TCU#9+17.3+1.0951/365UP ↑
Ohio State#8+22.7-0.16203/365Flat →

Trend Edge: TCU — trending up (rank 51/365) vs. Ohio State (rank 203/365). 152-rank gap.

Betting suggestion: TCU +2.5. TCU is trending up (trend rank 51/365) while Ohio State — despite being favored by 2.5 — is trending flat (rank 203/365). The efficiency trends strongly favor the underdog here.

South Region | #13 Troy vs. #4 Nebraska

9:40 AM | Line: NEB -12.5 | O/U: 137.5

TeamSeedAdj. EMMACDTrend RankTrend
Troy#13+2.8-0.33227/365Flat →
Nebraska#4+27.8+1.7420/365STRONG UP ↑↑

Trend Edge: Nebraska — strongly trending up (rank 20/365) vs. Troy (rank 227/365). 207-rank gap.

Betting suggestion: NEB -12.5. Nebraska is strongly trending up (trend rank 20/365) while Troy is trending flat (rank 227/365). Vegas and the trends are in agreement — take Nebraska to cover the 12.5-point spread.

East Region | #11 South Florida vs. #6 Louisville

10:30 AM | Line: LOU -5.5 | O/U: 165.5

TeamSeedAdj. EMMACDTrend RankTrend
South Florida#11+16.7+1.9014/365STRONG UP ↑↑
Louisville#6+30.5-0.49244/365Flat →

Trend Edge: South Florida — strongly trending up (rank 14/365) vs. Louisville (rank 244/365). 230-rank gap.

Betting suggestion: South Florida +5.5. South Florida is strongly trending up (trend rank 14/365) while Louisville — despite being favored by 5.5 — is trending flat (rank 244/365). The efficiency trends strongly favor the underdog here.

West Region | #12 High Point vs. #5 Wisconsin

10:50 AM | Line: WIS -9.5 | O/U: 164.5

TeamSeedAdj. EMMACDTrend RankTrend
High Point#12+9.3-0.59256/365DOWN ↓
Wisconsin#5+22.6+0.7393/365UP ↑

Trend Edge: Wisconsin — trending up (rank 93/365) vs. High Point (rank 256/365). 163-rank gap.

Betting suggestion: WIS -9.5. Wisconsin is trending up (trend rank 93/365) while High Point is trending down (rank 256/365). Vegas and the trends are in agreement — take Wisconsin to cover the 9.5-point spread.

East Region | #16 Siena vs. #1 Duke

11:50 AM | Line: DUKE -29.5 | O/U: 136.5

TeamSeedAdj. EMMACDTrend RankTrend
Siena#16+3.9+0.53115/365UP ↑
Duke#1+44.1+0.25145/365Flat →

Betting suggestion: DUKE -29.5. The trends are similar for both teams, but a 29.5-point spread reflects a major talent gap. Barring an upset, lean with Duke to cover.

South Region | #12 McNeese vs. #5 Vanderbilt

12:15 PM | Line: VAN -11.5 | O/U: 150.5

TeamSeedAdj. EMMACDTrend RankTrend
McNeese#12+5.4-0.95293/365DOWN ↓
Vanderbilt#5+27.6+0.49121/365Flat →

Trend Edge: Vanderbilt — trending flat (rank 121/365) vs. McNeese (rank 293/365). 172-rank gap.

Betting suggestion: VAN -11.5. Vanderbilt is trending flat (trend rank 121/365) while McNeese is trending down (rank 293/365). Vegas and the trends are in agreement — take Vanderbilt to cover the 11.5-point spread.

East Region | #14 North Dakota State vs. #3 Michigan State

1:05 PM | Line: MSU -16.5 | O/U: 143.5

TeamSeedAdj. EMMACDTrend RankTrend
North Dakota State#14+5.4+1.1049/365UP ↑
Michigan State#3+28.4+0.42128/365Flat →

Betting suggestion: MSU -16.5. The trends are similar for both teams (rank 128 vs. 49), so the spread likely reflects the talent gap accurately. Standard lean with the favorite.

West Region | #13 Hawai’i vs. #4 Arkansas

1:25 PM | Line: ARK -15.5 | O/U: 160.5

TeamSeedAdj. EMMACDTrend RankTrend
Hawai’i#13+4.4+0.06170/365Flat →
Arkansas#4+24.6+1.3532/365UP ↑

Trend Edge: Arkansas — trending up (rank 32/365) vs. Hawai’i (rank 170/365). 138-rank gap.

Betting suggestion: ARK -15.5. Arkansas has the better trend (rank 32 vs. 170) and is already the Vegas favorite. The momentum supports taking Arkansas to cover.

South Region | #11 VCU vs. #6 North Carolina

3:50 PM | Line: UNC -2.5 | O/U: 154.5

TeamSeedAdj. EMMACDTrend RankTrend
VCU#11+18.5-0.52248/365DOWN ↓
North Carolina#6+25.1+0.01180/365Flat →

Betting suggestion: The trends are close (rank 180 vs. 248) and so is the line. This is effectively a pick-em — slight lean UNC -2.5 based on the talent edge, but not a strong play.

Midwest Region | TBD vs. #1 Michigan

4:10 PM

TeamSeedAdj. EMMACDTrend RankTrend
TBD
Michigan#1+39.9+0.7392/365UP ↑

West Region | TBD vs. #6 BYU

4:25 PM

TeamSeedAdj. EMMACDTrend RankTrend
TBD
BYU#6+23.6-1.69339/365STRONG DOWN ↓↓

South Region | #10 Texas A&M vs. #7 Saint Mary’s

4:35 PM | Line: SMC -3.5 | O/U: 147.5

TeamSeedAdj. EMMACDTrend RankTrend
Texas A&M#10+15.9+0.37132/365Flat →
Saint Mary’s#7+23.2-0.44239/365Flat →

Trend Edge: Texas A&M — trending flat (rank 132/365) vs. Saint Mary’s (rank 239/365). 107-rank gap.

Betting suggestion: Texas A&M +3.5. Texas A&M is outperforming its seed on the trend charts (rank 132/365 vs. Saint Mary’s’s rank 239/365). Consider the Texas A&M to cover as a 3.5-point underdog.

South Region | #14 Pennsylvania vs. #3 Illinois

6:25 PM | Line: ILL -24.5 | O/U: 150.5

TeamSeedAdj. EMMACDTrend RankTrend
Pennsylvania#14+1.6+1.8816/365STRONG UP ↑↑
Illinois#3+33.2+1.1644/365UP ↑

Betting suggestion: ILL -24.5. The trends are similar for both teams, but a 24.5-point spread reflects a major talent gap. Barring an upset, lean with Illinois to cover.

Midwest Region | #9 Saint Louis vs. #8 Georgia

6:45 PM | Line: UGA -2.5 | O/U: 169.5

TeamSeedAdj. EMMACDTrend RankTrend
Saint Louis#9+21.4+2.0613/365STRONG UP ↑↑
Georgia#8+22.3-1.00298/365DOWN ↓

Trend Edge: Saint Louis — strongly trending up (rank 13/365) vs. Georgia (rank 298/365). 285-rank gap.

Betting suggestion: Saint Louis +2.5. Saint Louis is strongly trending up (trend rank 13/365) while Georgia — despite being favored by 2.5 — is trending down (rank 298/365). The efficiency trends strongly favor the underdog here.

West Region | #14 Kennesaw State vs. #3 Gonzaga

7:00 PM | Line: GONZ -20.5 | O/U: 155.5

TeamSeedAdj. EMMACDTrend RankTrend
Kennesaw State#14+1.9+1.1148/365UP ↑
Gonzaga#3+31.6-1.76342/365STRONG DOWN ↓↓

Trend Edge: Kennesaw State — trending up (rank 48/365) vs. Gonzaga (rank 342/365). 294-rank gap.

Betting suggestion: Kennesaw State +20.5. Kennesaw State is trending up (trend rank 48/365) while Gonzaga — despite being favored by 20.5 — is strongly trending down (rank 342/365). The efficiency trends strongly favor the underdog here.

South Region | #15 Idaho vs. #2 Houston

7:10 PM | Line: HOU -24.5 | O/U: 135.5

TeamSeedAdj. EMMACDTrend RankTrend
Idaho#15-4.0+0.33136/365Flat →
Houston#2+34.4+0.03175/365Flat →

Betting suggestion: HOU -24.5. The trends are similar for both teams, but a 24.5-point spread reflects a major talent gap. Barring an upset, lean with Houston to cover.


Friday, March 20 — First Round

Midwest Region | #10 Santa Clara vs. #7 Kentucky

9:15 AM | Line: UK -3.5 | O/U: 160.5

TeamSeedAdj. EMMACDTrend RankTrend
Santa Clara#10+14.9+0.60105/365UP ↑
Kentucky#7+22.6-1.15310/365DOWN ↓

Trend Edge: Santa Clara — trending up (rank 105/365) vs. Kentucky (rank 310/365). 205-rank gap.

Betting suggestion: Santa Clara +3.5. Santa Clara is trending up (trend rank 105/365) while Kentucky — despite being favored by 3.5 — is trending down (rank 310/365). The efficiency trends strongly favor the underdog here.

Midwest Region | #12 Akron vs. #5 Texas Tech

9:40 AM | Line: TTU -7.5 | O/U: 156.5

TeamSeedAdj. EMMACDTrend RankTrend
Akron#12+18.3+0.8186/365UP ↑
Texas Tech#5+23.3+0.59106/365UP ↑

Betting suggestion: TTU -7.5. The trends are similar for both teams (rank 106 vs. 86), so the spread likely reflects the talent gap accurately. Standard lean with the favorite.

West Region | #16 Long Island University vs. #1 Arizona

10:35 AM | Line: ARIZ -31.5 | O/U: 152.5

TeamSeedAdj. EMMACDTrend RankTrend
Long Island University#16-0.3+1.2836/365UP ↑
Arizona#1+37.0+1.0063/365UP ↑

Betting suggestion: ARIZ -31.5. The trends are similar for both teams, but a 31.5-point spread reflects a major talent gap. Barring an upset, lean with Arizona to cover.

Midwest Region | #14 Wright State vs. #3 Virginia

10:50 AM | Line: UVA -18.5 | O/U: 145.5

TeamSeedAdj. EMMACDTrend RankTrend
Wright State#14+2.7+0.05171/365Flat →
Virginia#3+31.4+1.6822/365STRONG UP ↑↑

Trend Edge: Virginia — strongly trending up (rank 22/365) vs. Wright State (rank 171/365). 149-rank gap.

Betting suggestion: UVA -18.5. Virginia has the better trend (rank 22 vs. 171) and is already the Vegas favorite. The momentum supports taking Virginia to cover.

Midwest Region | #15 Tennessee State vs. #2 Iowa State

11:50 AM | Line: ISU -25.5 | O/U: 148.5

TeamSeedAdj. EMMACDTrend RankTrend
Tennessee State#15-4.0+1.5127/365STRONG UP ↑↑
Iowa State#2+31.4-0.35231/365Flat →

Trend Edge: Tennessee State — strongly trending up (rank 27/365) vs. Iowa State (rank 231/365). 204-rank gap.

Betting suggestion: Tennessee State +25.5. Tennessee State is strongly trending up (trend rank 27/365) while Iowa State — despite being favored by 25.5 — is trending flat (rank 231/365). The efficiency trends strongly favor the underdog here.

Midwest Region | #13 Hofstra vs. #4 Alabama

12:15 PM | Line: ALA -12.5 | O/U: 159.5

TeamSeedAdj. EMMACDTrend RankTrend
Hofstra#13+11.8+1.2339/365UP ↑
Alabama#4+26.1-0.25216/365Flat →

Trend Edge: Hofstra — trending up (rank 39/365) vs. Alabama (rank 216/365). 177-rank gap.

Betting suggestion: Hofstra +12.5. Hofstra is trending up (trend rank 39/365) while Alabama — despite being favored by 12.5 — is trending flat (rank 216/365). The efficiency trends strongly favor the underdog here.

West Region | #9 Utah State vs. #8 Villanova

1:10 PM | Line: USU -2.5 | O/U: 147.5

TeamSeedAdj. EMMACDTrend RankTrend
Utah State#9+21.3-0.12199/365Flat →
Villanova#8+22.1+0.34134/365Flat →

Betting suggestion: The trends are close (rank 199 vs. 134) and so is the line. This is effectively a pick-em — slight lean USU -2.5 based on the talent edge, but not a strong play.

Midwest Region | TBD vs. #6 Tennessee

1:25 PM

TeamSeedAdj. EMMACDTrend RankTrend
TBD
Tennessee#6+27.5-0.72267/365DOWN ↓

South Region | #9 Iowa vs. #8 Clemson

3:50 PM | Line: IOWA -2.5 | O/U: 129.5

TeamSeedAdj. EMMACDTrend RankTrend
Iowa#9+25.9+0.27141/365Flat →
Clemson#8+23.0-0.93292/365DOWN ↓

Trend Edge: Iowa — trending flat (rank 141/365) vs. Clemson (rank 292/365). 151-rank gap.

Betting suggestion: IOWA -2.5. Iowa is trending flat (trend rank 141/365) while Clemson is trending down (rank 292/365). Vegas and the trends are in agreement — take Iowa to cover the 2.5-point spread.

East Region | #12 Northern Iowa vs. #5 St. John’s

4:10 PM | Line: SJU -10.5 | O/U: 131.5

TeamSeedAdj. EMMACDTrend RankTrend
Northern Iowa#12+13.1+0.55113/365UP ↑
St. John’s#5+29.7+0.19153/365Flat →

Betting suggestion: SJU -10.5. The trends are similar for both teams (rank 153 vs. 113), so the spread likely reflects the talent gap accurately. Standard lean with the favorite.

East Region | #10 UCF vs. #7 UCLA

4:25 PM | Line: UCLA -6.5 | O/U: 152.5

TeamSeedAdj. EMMACDTrend RankTrend
UCF#10+12.5+0.12162/365Flat →
UCLA#7+20.9+0.7294/365UP ↑

Betting suggestion: UCLA -6.5. The trends are similar for both teams (rank 94 vs. 162), so the spread likely reflects the talent gap accurately. Standard lean with the favorite.

West Region | #15 Queens University vs. #2 Purdue

4:35 PM | Line: PUR -24.5 | O/U: 162.5

TeamSeedAdj. EMMACDTrend RankTrend
Queens University#15-5.0-0.06191/365Flat →
Purdue#2+32.4-0.20207/365Flat →

Betting suggestion: PUR -24.5. The trends are similar for both teams, but a 24.5-point spread reflects a major talent gap. Barring an upset, lean with Purdue to cover.

South Region | TBD vs. #1 Florida

6:25 PM

TeamSeedAdj. EMMACDTrend RankTrend
TBD
Florida#1+34.7+1.6623/365STRONG UP ↑↑

East Region | #13 California Baptist vs. #4 Kansas

6:45 PM | Line: KU -14.5 | O/U: 137.5

TeamSeedAdj. EMMACDTrend RankTrend
California Baptist#13+0.2+0.08167/365Flat →
Kansas#4+24.4-1.11307/365DOWN ↓

Trend Edge: California Baptist — trending flat (rank 167/365) vs. Kansas (rank 307/365). 140-rank gap.

Betting suggestion: California Baptist +14.5. California Baptist is outperforming its seed on the trend charts (rank 167/365 vs. Kansas’s rank 307/365). Consider the California Baptist to cover as a 14.5-point underdog.

East Region | #15 Furman vs. #2 UConn

7:00 PM | Line: CONN -20.5 | O/U: 137.5

TeamSeedAdj. EMMACDTrend RankTrend
Furman#15-3.0+0.46123/365Flat →
UConn#2+32.3+0.28140/365Flat →

Betting suggestion: CONN -20.5. The trends are similar for both teams, but a 20.5-point spread reflects a major talent gap. Barring an upset, lean with UConn to cover.

West Region | #10 Missouri vs. #7 Miami

7:10 PM | Line: MIA -1.5 | O/U: 147.5

TeamSeedAdj. EMMACDTrend RankTrend
Missouri#10+12.4-0.98296/365DOWN ↓
Miami#7+22.0+1.7021/365STRONG UP ↑↑

Trend Edge: Miami — strongly trending up (rank 21/365) vs. Missouri (rank 296/365). 275-rank gap.

Betting suggestion: MIA -1.5. Miami is strongly trending up (trend rank 21/365) while Missouri is trending down (rank 296/365). Vegas and the trends are in agreement — take Miami to cover the 1.5-point spread.


Analysis by HoopSci. Efficiency margin and trend data current as of March 16, 2026.