Mithrandir Metrics
Player Chicago Cubs Refreshed Jul 17 06:00 AM ET
Player profile / Chicago Cubs

Pete Crow-Armstrong

CF · Bats/Throws L/L · 6' 0", 184 lb · Age 24

Cards
4
Modules
1
Live Δ
yes
Club Chicago Cubs Position CF Roster Active Status Healthy / active roster
Traditional line

Season by season

PARHHRSBAVGOBPSLGOPS
202441046881027.237.286.384.670
2025647911463135.247.287.481.768
2026418631042124.291.386.531.917
4 Seasons14942033386288.253.313.462.775
At a glance

Season percentile report

The headline weighs outcome stats (xwOBA, barrels); each bar averages its full strip group below. 100 = best in MLB.

2026-07-17
81
Offense
percentile
Offense9 metrics
75
Defense4 metrics
99
Speed4 metrics
79
Plate skills10 metrics
41
Rolling projection

Preseason / current pace / Bayesian update

Rolling bands shrink current-season signal toward the preseason prior until the sample earns more weight.

2026-07-17
xwOBA preseason0.324
xwOBA current pace0.364
xwOBA rolling p500.350
Observed weight66%
xwOBA
0.326 0.337 0.350 0.363 0.375
wOBA
0.369 0.383 0.399 0.415 0.430
ISO
0.194 0.205 0.218 0.231 0.243
K%
22.2% 23.4% 24.8% 26.1% 27.3%
Live percentile strip

Current traits vs projection tick

100th = best in MLB.

2026-07-17
Hitting · percentile strip
Barrel%6.3%
70
Exit velocity88.7
57
Hard-hit%48.1%
86 +27 vs proj
xBA0.373
90
xSLG0.679
91
xwOBA0.364
90 +26 vs proj
BB%11.3%
79 +60 vs proj
Bat speed72.0
79
K%25.8%
32 -19 vs proj
Defense · percentile strip
Arm Runs2.9 · CF
99
Arm Strength101.0 · CF
97
Outs Above Avg16.0 · CF
100
Range Runs14.6 · CF
100
Baserunning · percentile strip
Base Running Runs2.7 · CF
93
Bolts25.0 · CF
85
SB Success Rate79.2% · CF
42
Sprint Speed29.5 · CF
96
Mithrandir+

Plate skills: swing decisions and pitch-type resistance

Our research metrics for how this hitter controls the strike zone and handles each pitch family.

2026-07-17
Avoids Bad ChasesST 59.1% · rebadged research
21
Avoids Bad TakesHPT 22.2% · rebadged research
76
Correct Decisions64.1% · rebadged research
29
SEAGER+ Plate Discipline98
33
Resists Breaking - horizontalwOBA 0.318 · borderline
7
Resists Breaking - verticalwOBA 0.271 · insufficient sample
76
Resists ChangeupwOBA 0.273 · validated thin sample
73
Resists Cutters + splitterswOBA 0.370 · insufficient sample
5
Resists FastballwOBA 0.322 · validated
80
Resists SinkerwOBA 0.390 · validated
6
Rolling form chart

xwOBA snapshot line

Live snapshot series; true 50/100 PA windows require PA-level logs

12 snapshots
Mithrandir Metrics ROLLING XWOBA LINE Parameterized Mithrandir chart rendered as SVG for templates and exports. season=2026 Rolling xwOBA Crow-Armstrong, Pete · Live snapshot series; true 50/100 PA windows require PA-level logs LG AVG 0.308 0.364 2026-07-06: 0.3652026-07-07: 0.3662026-07-08: 0.3662026-07-09: 0.3662026-07-10: 0.3682026-07-11: 0.3672026-07-12: 0.3642026-07-13: 0.3632026-07-14: 0.3642026-07-15: 0.3642026-07-16: 0.3642026-07-17: 0.364 2026-07-06 2026-07-17 xwOBA MITHRANDIR · CHARTS
Spray profile

Field-coordinate spray profile

178 Statcast batted-ball coordinates from the pitch-event feed (2026). Direction profile remains as the v1 context layer when coordinate density is limited.

Mithrandir Metrics SPRAY CHART Parameterized Mithrandir chart rendered as SVG for templates and exports. season=2026 Spray Chart Crow-Armstrong, Pete · Statcast batted-ball landing coordinates Left field third: 9% of plotted batted ballsPull 9%Center field third: 71% of plotted batted ballsCenter 71%Right field third: 20% of plotted batted ballsOppo 20% LF 355 CF 400 RF 353 2026-03-20 · field out · SI · fly_ball · EV 71.1 / LA 39.02026-03-20 · field out · ST · popup · EV 74.1 / LA 60.02026-03-20 · field out · FC · fly_ball · EV 95.3 / LA 46.02026-03-22 · field out · SV · line_drive · EV 85.0 / LA 24.02026-03-24 · field out · ST · ground_ball · EV 82.1 / LA -20.02026-03-26 · single · FF · ground_ball · EV 41.1 / LA -27.02026-03-26 · field out · ST · popup · EV 78.8 / LA 61.02026-03-26 · single · KC · ground_ball · EV 100.2 / LA -10.02026-03-28 · single · FF · ground_ball · EV 39.9 / LA -14.02026-03-28 · single · FF · ground_ball · EV 111.5 / LA 4.02026-03-28 · field out · FF · fly_ball · EV 102.9 / LA 61.02026-03-29 · field out · SV · fly_ball · EV 76.4 / LA 45.02026-03-29 · field out · ST · fly_ball · EV 97.9 / LA 31.02026-03-29 · field out · FC · fly_ball · EV 99.5 / LA 52.02026-03-29 · field out · CH · ground_ball · EV 91.6 / LA -20.02026-03-30 · field out · FF · popup · EV 87.8 / LA 74.02026-03-30 · single · FS · ground_ball · EV 101.4 / LA -1.02026-03-31 · field out · FS · ground_ball · EV 99.6 / LA -17.02026-03-31 · sac bunt · KC · ground_ball · EV 45.0 / LA -27.02026-04-01 · field out · SL · ground_ball · EV 77.5 / LA 9.02026-04-01 · single · SL · ground_ball · EV 76.1 / LA 4.02026-04-03 · double · SL · popup · EV 76.9 / LA 52.02026-04-03 · field out · FF · popup · EV 69.3 / LA 84.02026-04-03 · field out · FF · fly_ball · EV 95.2 / LA 36.02026-04-05 · field out · FF · ground_ball · EV 96.2 / LA 1.02026-04-05 · field out · FF · fly_ball · EV 104.7 / LA 35.02026-04-05 · field out · SL · ground_ball · EV 108.7 / LA 6.02026-04-05 · single · SI · ground_ball · EV 109.2 / LA 2.02026-04-05 · field out · FF · popup · EV 84.3 / LA 82.02026-04-05 · field out · FS · popup · EV 63.5 / LA 28.02026-04-06 · field out · CU · ground_ball · EV 105.5 / LA 2.02026-04-06 · field out · ST · fly_ball · EV 90.4 / LA 44.02026-04-07 · single · CU · line_drive · EV 98.1 / LA 12.02026-04-07 · home run · FF · fly_ball · EV 108.3 / LA 27.02026-04-07 · single · SI · ground_ball · EV 34.6 / LA -46.02026-04-07 · field out · FC · fly_ball · EV 78.4 / LA 39.02026-04-07 · force out · CH · ground_ball · EV 98.6 / LA -21.02026-04-08 · field out · FF · popup · EV 93.8 / LA 79.02026-04-08 · field out · SL · fly_ball · EV 85.4 / LA 39.02026-04-08 · grounded into double play · SI · ground_ball · EV 97.8 / LA 6.02026-04-10 · grounded into double play · FS · ground_ball · EV 78.1 / LA -1.02026-04-10 · field out · FS · fly_ball · EV 82.5 / LA 32.02026-04-10 · force out · FF · ground_ball · EV 84.7 / LA -6.02026-04-11 · single · CH · ground_ball · EV 105.2 / LA -2.02026-04-12 · field out · CH · ground_ball · EV 74.5 / LA -19.02026-04-12 · field out · FF · popup · EV 100.9 / LA 67.02026-04-13 · field out · SI · ground_ball · EV 88.8 / LA -13.02026-04-13 · single · SL · line_drive · EV 106.4 / LA 14.02026-04-13 · field out · ST · fly_ball · EV 90.1 / LA 35.02026-04-14 · single · ST · line_drive · EV 82.4 / LA 12.02026-04-14 · field out · CH · fly_ball · EV 82.7 / LA 34.02026-04-14 · double · FF · line_drive · EV 107.4 / LA 12.02026-04-15 · single · ST · line_drive · EV 81.7 / LA 14.02026-04-15 · field out · SI · ground_ball · EV 94.3 / LA -18.02026-04-15 · single · SI · ground_ball · EV 102.0 / LA -26.02026-04-17 · field out · FO · fly_ball · EV 97.9 / LA 45.02026-04-17 · field out · FO · ground_ball · EV 94.1 / LA 0.02026-04-18 · field out · FF · fly_ball · EV 100.1 / LA 49.02026-04-18 · field out · CH · fly_ball · EV 79.1 / LA 59.02026-04-18 · field out · SI · line_drive · EV 99.9 / LA 22.02026-04-19 · triple · SI · line_drive · EV 109.5 / LA 15.02026-04-19 · field out · ST · fly_ball · EV 80.3 / LA 40.02026-04-20 · field out · FF · fly_ball · EV 100.0 / LA 59.02026-04-20 · field out · FF · ground_ball · EV 58.2 / LA 1.02026-04-20 · field out · FF · popup · EV 65.3 / LA 77.02026-04-21 · single · SI · ground_ball · EV 104.3 / LA 2.02026-04-21 · field out · FF · ground_ball · EV 72.3 / LA -6.02026-04-21 · field out · SI · ground_ball · EV 38.5 / LA -70.02026-04-21 · single · SI · ground_ball · EV 54.2 / LA -62.02026-04-22 · single · SL · fly_ball · EV 64.7 / LA 31.02026-04-22 · single · FS · line_drive · EV 98.1 / LA 11.02026-04-22 · double · FS · line_drive · EV 108.8 / LA 20.02026-04-24 · field out · CH · ground_ball · EV 97.8 / LA -9.02026-04-24 · single · SL · line_drive · EV 103.5 / LA 8.02026-04-26 · single · SI · line_drive · EV 76.9 / LA 16.02026-04-26 · field out · FF · popup · EV 97.3 / LA 77.02026-04-26 · field out · FF · fly_ball · EV 102.3 / LA 41.02026-04-27 · force out · FF · ground_ball · EV 104.5 / LA -2.02026-04-27 · single · SL · ground_ball · EV 94.1 / LA -2.02026-04-28 · home run · CH · fly_ball · EV 106.3 / LA 26.02026-04-28 · field out · CH · ground_ball · EV 88.5 / LA -5.02026-04-29 · field out · FC · ground_ball · EV 86.3 / LA -2.02026-04-29 · home run · ST · fly_ball · EV 105.4 / LA 24.02026-04-29 · field out · FF · ground_ball · EV 90.6 / LA -24.02026-05-01 · field out · SI · line_drive · EV 92.9 / LA 19.02026-05-01 · field out · SL · ground_ball · EV 104.7 / LA -5.02026-05-01 · field out · CH · ground_ball · EV 65.8 / LA -79.02026-05-01 · single · SL · ground_ball · EV 103.6 / LA 5.02026-05-02 · field out · FF · fly_ball · EV 91.2 / LA 29.02026-05-02 · field out · FF · fly_ball · EV 104.1 / LA 32.02026-05-03 · double · CH · ground_ball · EV 110.9 / LA 5.02026-05-03 · field out · CH · line_drive · EV 93.1 / LA 20.02026-05-03 · field out · SI · ground_ball · EV 88.0 / LA -23.02026-05-03 · field out · FF · line_drive · EV 93.0 / LA 8.02026-05-04 · field out · FF · fly_ball · EV 94.9 / LA 39.02026-05-04 · field out · CH · ground_ball · EV 65.7 / LA -27.02026-05-04 · triple · FS · fly_ball · EV 103.6 / LA 35.02026-05-05 · field out · ST · fly_ball · EV 90.1 / LA 40.02026-05-05 · single · FF · line_drive · EV 108.5 / LA 11.02026-05-05 · field out · SV · ground_ball · EV 98.4 / LA -13.02026-05-06 · home run · SL · fly_ball · EV 104.5 / LA 23.02026-05-06 · field out · SL · fly_ball · EV 93.3 / LA 49.02026-05-06 · single · SI · ground_ball · EV 102.1 / LA 2.02026-05-07 · single · FF · ground_ball · EV 97.7 / LA -18.02026-05-07 · field out · FF · fly_ball · EV 89.6 / LA 38.02026-05-07 · field out · SI · ground_ball · EV 84.1 / LA -38.02026-05-08 · field out · CH · line_drive · EV 108.6 / LA 9.02026-05-08 · double · FS · fly_ball · EV 100.2 / LA 23.02026-05-08 · single · SI · ground_ball · EV 48.4 / LA -22.02026-05-09 · field out · CH · fly_ball · EV 82.8 / LA 42.02026-05-09 · field out · FC · ground_ball · EV 91.5 / LA -12.02026-05-09 · field out · CH · ground_ball · EV 96.8 / LA -17.02026-05-10 · field out · FF · ground_ball · EV 101.1 / LA -5.02026-05-10 · field out · FF · popup · EV 97.5 / LA 69.02026-05-10 · field out · SL · popup · EV 84.3 / LA 80.02026-05-12 · field out · FF · popup · EV 40.2 / LA 51.02026-05-13 · field out · SL · popup · EV 95.1 / LA 68.02026-05-13 · field out · SL · ground_ball · EV 50.2 / LA -76.02026-05-14 · single · SI · line_drive · EV 67.7 / LA 21.02026-05-14 · field out · FC · fly_ball · EV 81.5 / LA 46.02026-05-14 · field out · SI · ground_ball · EV 92.6 / LA -6.02026-05-15 · fielders choice out · KC · ground_ball · EV 28.8 / LA 6.02026-05-15 · single · FF · line_drive · EV 98.1 / LA 11.02026-05-15 · field out · SL · line_drive · EV 105.0 / LA 21.02026-05-16 · field out · FF · fly_ball · EV 92.6 / LA 32.02026-05-16 · home run · FF · fly_ball · EV 100.4 / LA 35.02026-05-17 · field out · ST · fly_ball · EV 74.0 / LA 46.02026-05-17 · field out · ST · line_drive · EV 94.3 / LA 20.02026-05-17 · field out · FS · line_drive · EV 80.6 / LA 13.02026-05-18 · field out · FF · ground_ball · EV 106.5 / LA -7.02026-05-18 · field out · FF · fly_ball · EV 96.4 / LA 58.02026-05-19 · field out · SI · ground_ball · EV 88.2 / LA -15.02026-05-19 · single · SI · ground_ball · EV 70.4 / LA 11.02026-05-20 · field out · FF · ground_ball · EV 84.3 / LA 4.02026-05-22 · field out · FF · popup · EV 65.5 / LA 78.02026-05-22 · home run · SL · fly_ball · EV 104.7 / LA 31.02026-05-23 · single · CU · line_drive · EV 100.5 / LA 12.02026-05-23 · field out · SI · fly_ball · EV 97.5 / LA 27.02026-05-24 · field out · FF · fly_ball · EV 100.2 / LA 32.02026-05-24 · sac fly · CH · fly_ball · EV 97.0 / LA 31.02026-05-25 · field out · FF · popup · EV 96.1 / LA 66.02026-05-25 · field out · CU · line_drive · EV 105.2 / LA 10.02026-05-25 · field out · FF · line_drive · EV 101.3 / LA 9.02026-05-25 · field out · CH · ground_ball · EV 100.9 / LA 6.02026-05-26 · field out · FF · popup · EV 92.2 / LA 66.02026-05-26 · force out · FS · ground_ball · EV 95.4 / LA 5.02026-05-26 · single · FF · line_drive · EV 105.6 / LA 9.02026-05-27 · field out · FF · fly_ball · EV 92.9 / LA 57.02026-05-27 · double · FF · line_drive · EV 108.9 / LA 21.02026-05-31 · field out · ST · popup · EV 89.3 / LA 79.02026-05-31 · field out · SL · fly_ball · EV 96.0 / LA 38.02026-05-31 · field out · CU · line_drive · EV 89.8 / LA 20.02026-05-31 · single · SL · ground_ball · EV 107.1 / LA 8.02026-06-04 · home run · SL · fly_ball · EV 110.1 / LA 24.02026-06-04 · single · FF · fly_ball · EV 72.8 / LA 31.02026-06-05 · single · FF · fly_ball · EV 72.6 / LA 31.02026-06-05 · field out · SL · ground_ball · EV 92.3 / LA -17.02026-06-07 · field out · FS · ground_ball · EV 87.2 / LA -17.02026-06-07 · single · SI · ground_ball · EV 99.5 / LA 5.02026-06-07 · field out · SI · fly_ball · EV 91.2 / LA 34.02026-06-15 · home run · FC · fly_ball · EV 106.0 / LA 28.02026-06-15 · triple · SI · fly_ball · EV 98.3 / LA 35.02026-06-15 · single · SI · line_drive · EV 99.6 / LA 13.02026-06-15 · sac fly · SL · line_drive · EV 98.6 / LA 18.02026-06-15 · double · FC · line_drive · EV 102.1 / LA 18.02026-06-20 · single · FC · line_drive · EV 66.7 / LA 19.02026-06-20 · home run · FS · fly_ball · EV 106.5 / LA 32.02026-06-24 · single · CH · line_drive · EV 103.8 / LA 14.02026-06-24 · field out · CH · popup · EV 94.9 / LA 61.02026-06-24 · field error · FC · ground_ball · EV 98.0 / LA -1.02026-06-24 · single · FF · ground_ball · EV 39.6 / LA 26.02026-06-26 · field out · FC · ground_ball · EV 40.5 / LA -13.02026-06-30 · field out · SI · popup · EV 46.1 / LA 67.02026-06-30 · home run · FF · fly_ball · EV 100.1 / LA 42.02026-06-30 · field out · FF · line_drive · EV 104.0 / LA 8.02026-07-01 · field out · KC · ground_ball · EV 86.2 / LA 4.02026-07-01 · home run · ST · fly_ball · EV 100.4 / LA 38.02026-07-01 · single · FF · line_drive · EV 76.4 / LA 28.0 1B2B3BHROut Zone shading = batted-ball density by field third · hover dots for date, pitch, EV, and LA. MITHRANDIR · CHARTS
Zone profile

Aggregate zone heatmap

Aggregate zone metrics from seasonal Statcast leaderboards.

Mithrandir Metrics ZONE HEATMAP Parameterized Mithrandir chart rendered as SVG for templates and exports. season=2026 Swing Zone Profile Crow-Armstrong, Pete · Aggregate zone metrics; not pitch-by-pitch locations Zone: 45%45%Chase: 35%35%Whiff: 26%26%Zone contact: 85%85%Contact: 74%74%Hard hit: 48%48% Dashed border = aggregate mixed-batter zone proxy MITHRANDIR · CHARTS
Bat tracking

Swing path, attack angle, bat speed

Aggregate Savant bat-tracking metrics; not per-swing motion capture. The full swing, with the recommended path overlaid, lives in the 3D Swing Simulator.

Watch the swing in 3D →

2026
Mithrandir Metrics BAT SPEED DISTRIBUTION Parameterized Mithrandir chart rendered as SVG for templates and exports. Bat Speed Crow-Armstrong, Pete · aggregate bat speed marker 60 mph 85 mph Avg bat speed 73.8 mph Hard swing rate 40% Whiff / swing 21% MITHRANDIR · CHARTS
Reference layer

Current snapshot

Age24
Height6' 0"
Weight184 lb
Debut2023-09-11
Live layer

Delta / regression

xwOBA Δ+0.044
wOBA Δ+0.079

negative regression

Regression watch

Running hot. Expect some cooling.

-1.3σ gap
wOBA (actual)0.399
xwOBA (deserved)0.364

Crow-Armstrong’s wOBA sits at 0.399, but the quality of contact underneath says it should be 0.364 — a gap of 0.035, -1.3 standard deviations from the MLB norm over 426 PA. The results have outrun the underlying process; as the sample grows, expect the numbers to drift back toward the deserved level.

Comp Engine · 2026 profile shape

Closest profiles

Full constellation →
PlayerSimilarityAgrees onOpen
Abrams, CJ WSH · L 0.67 Chase rateBarrel rate Player · Projection
Contreras, Willson BOS · R 0.65 Pull rateMax exit velocity Player · Projection
Harper, Bryce PHI · L 0.64 Isolated powerxwOBA on contact Player · Projection
Lowe, Brandon PIT · L 0.61 Pull rateIsolated power Player · Projection

Profile-shape similarity, not results: six weighted feature groups standardized within this season's qualified hitters.

Mithrandir coverage

Module shelf

ModuleCardsLatestSignal
Hitting42026-05-24Impact contact was the main driver
Projection links / recent games

Available detail

Hitter Projections 20260.321 xwOBA | 22 HRProjection
2026-05-20 vs MIL0 HR | 0 RBI / 5 Ch | 1 E0-3 | 2 K
2026-04-20 vs PHI0 HR | 0 RBI / 4 Ch | 0 E0-3 | BB, R
2026-04-17 vs NYM0 HR | 0 RBI / 2 Ch | 0 E0-3 | BB, K
2026-04-15 @ PHI0 HR | 0 RBI / 5 Ch | 0 E2-4 | K, R, CS
2026-04-14 @ PHI0 HR | 0 RBI / 4 Ch | 0 E2-4 | 2B, HBP, K