Mithrandir Metrics
Player Houston Astros Refreshed Jul 16 06:00 AM ET
Player profile / Houston Astros

Christian Walker

1B · Bats/Throws R/R · 5' 11", 208 lb · Age 35

Cards
3
Modules
1
Live Δ
yes
Club Houston Astros Position 1B Roster Active Status Healthy / active roster
Traditional line

Season by season

PARHHRSBAVGOBPSLGOPS
202455272120262.251.335.468.803
202564072139272.238.297.421.718
20264005085200.237.313.462.775
12 Seasons431054994419427.247.324.456.780
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.

2026-07-16
55
Offense
percentile
Offense9 metrics
55
Defense2 metrics
69
Speed2 metrics
28
Plate skills10 metrics
43
Rolling projection

Preseason / current pace / Bayesian update

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

2026-07-16
xwOBA preseason0.329
xwOBA current pace0.304
xwOBA rolling p500.313
Observed weight65%
xwOBA
0.287 0.299 0.313 0.326 0.338
wOBA
0.325 0.340 0.356 0.372 0.386
ISO
0.188 0.201 0.215 0.230 0.243
K%
21.2% 22.3% 23.5% 24.8% 25.9%
Live percentile strip

Current traits vs projection tick

100th = best in MLB.

2026-07-16
Hitting · percentile strip
Barrel%6.8%
77
Exit velocity89.2
63
Hard-hit%41.6%
62
xBA0.302
28
xSLG0.519
54
xwOBA0.304
46 -25 vs proj
BB%8.0%
43
Bat speed72.0
79
K%22.8%
47
Defense · percentile strip
Outs Above Avg2.0 · 1B
77
Range Runs1.1 · 1B
61
Baserunning · percentile strip
Base Running Runs-0.1 · 1B
40
Sprint Speed25.9 · 1B
16
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.

2026-07-16
Avoids Bad ChasesST 63.7% · rebadged research
40
Avoids Bad TakesHPT 22.6% · rebadged research
73
Correct Decisions66.6% · rebadged research
55
SEAGER+ Plate Discipline101
53
Resists Breaking - horizontalwOBA 0.317 · borderline
8
Resists Breaking - verticalwOBA 0.246 · insufficient sample
100
Resists ChangeupwOBA 0.289 · validated thin sample
26
Resists Cutters + splitterswOBA 0.333 · insufficient sample
46
Resists FastballwOBA 0.377 · validated
6
Resists SinkerwOBA 0.371 · validated
22
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 Walker, Christian · Live snapshot series; true 50/100 PA windows require PA-level logs LG AVG 0.308 0.304 2026-07-05: 0.3022026-07-06: 0.3032026-07-07: 0.3022026-07-08: 0.3062026-07-09: 0.3092026-07-10: 0.3072026-07-11: 0.3072026-07-12: 0.3072026-07-13: 0.3042026-07-14: 0.3042026-07-15: 0.3042026-07-16: 0.304 2026-07-05 2026-07-16 xwOBA MITHRANDIR · CHARTS
Spray profile

Field-coordinate spray profile

194 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 Walker, Christian · Statcast batted-ball landing coordinates Left field third: 18% of plotted batted ballsPull 18%Center field third: 70% of plotted batted ballsCenter 70%Right field third: 12% of plotted batted ballsOppo 12% LF 315 CF 409 RF 326 2026-03-15 · field out · ST · ground_ball · EV 60.5 / LA 8.02026-03-15 · field out · ST · ground_ball · EV 51.3 / LA -59.02026-03-15 · field out · FC · ground_ball · EV 67.9 / LA -48.02026-03-18 · field out · CU · ground_ball · EV 87.3 / LA -4.02026-03-18 · field out · FF · fly_ball · EV 92.8 / LA 55.02026-03-19 · field out · FO · ground_ball · EV 70.8 / LA 3.02026-03-21 · single · CU · line_drive · EV 79.5 / LA 18.02026-03-21 · field out · SI · fly_ball · EV 78.0 / LA 46.02026-03-21 · home run · SL · fly_ball · EV 104.6 / LA 29.02026-03-26 · field out · SI · ground_ball · EV 95.5 / LA -29.02026-03-26 · double · SI · fly_ball · EV 103.7 / LA 23.02026-03-26 · force out · SI · ground_ball · EV 85.7 / LA 1.02026-03-27 · field out · SL · fly_ball · EV 96.3 / LA 32.02026-03-27 · field out · FF · ground_ball · EV 103.4 / LA -14.02026-03-27 · field out · FF · fly_ball · EV 90.8 / LA 49.02026-03-28 · field error · FF · ground_ball · EV 102.8 / LA -15.02026-03-28 · single · SI · line_drive · EV 104.2 / LA 6.02026-03-28 · double · FF · ground_ball · EV 101.8 / LA -8.02026-03-29 · field out · FF · fly_ball · EV 93.5 / LA 27.02026-03-29 · double · SI · line_drive · EV 102.6 / LA 22.02026-03-29 · field out · SL · line_drive · EV 67.1 / LA 25.02026-03-30 · field out · FC · popup · EV 97.9 / LA 72.02026-03-30 · double · SI · fly_ball · EV 105.4 / LA 26.02026-03-31 · double · SI · line_drive · EV 108.9 / LA 16.02026-03-31 · field out · SI · ground_ball · EV 100.7 / LA -29.02026-03-31 · single · FC · line_drive · EV 83.5 / LA 17.02026-04-01 · single · FC · line_drive · EV 110.7 / LA 11.02026-04-01 · field out · ST · fly_ball · EV 94.5 / LA 43.02026-04-01 · field out · SL · ground_ball · EV 65.7 / LA -40.02026-04-03 · field out · FF · fly_ball · EV 99.4 / LA 29.02026-04-03 · field out · CH · popup · EV 79.3 / LA 74.02026-04-04 · single · ST · ground_ball · EV 65.4 / LA 12.02026-04-04 · double · FF · ground_ball · EV 87.2 / LA 4.02026-04-04 · force out · SI · ground_ball · EV 104.9 / LA -19.02026-04-04 · home run · SL · line_drive · EV 108.2 / LA 20.02026-04-05 · home run · SL · fly_ball · EV 98.5 / LA 28.02026-04-05 · field out · ST · fly_ball · EV 97.8 / LA 46.02026-04-05 · field out · SI · popup · EV 76.8 / LA 80.02026-04-05 · field out · FF · fly_ball · EV 93.3 / LA 52.02026-04-06 · field out · FF · fly_ball · EV 96.2 / LA 57.02026-04-06 · field out · FF · line_drive · EV 99.5 / LA 5.02026-04-06 · single · SI · fly_ball · EV 63.5 / LA 32.02026-04-06 · field out · FF · fly_ball · EV 89.6 / LA 62.02026-04-06 · single · SL · ground_ball · EV 87.1 / LA 3.02026-04-07 · home run · FF · fly_ball · EV 94.6 / LA 32.02026-04-07 · field out · FF · ground_ball · EV 77.9 / LA -28.02026-04-07 · field out · CH · ground_ball · EV 34.7 / LA -7.02026-04-07 · field out · SL · ground_ball · EV 67.4 / LA -4.02026-04-08 · field out · SI · line_drive · EV 80.8 / LA 27.02026-04-08 · single · FC · line_drive · EV 81.9 / LA 14.02026-04-08 · single · SI · ground_ball · EV 97.1 / LA -8.02026-04-08 · field out · SI · ground_ball · EV 72.6 / LA -56.02026-04-10 · grounded into double play · SI · ground_ball · EV 103.2 / LA -10.02026-04-10 · grounded into double play · SL · ground_ball · EV 87.2 / LA -19.02026-04-11 · field out · SI · line_drive · EV 100.3 / LA 23.02026-04-12 · field out · CU · popup · EV 85.2 / LA 69.02026-04-12 · field out · FF · popup · EV 97.0 / LA 67.02026-04-13 · field out · FF · ground_ball · EV 92.6 / LA -31.02026-04-14 · single · FF · line_drive · EV 87.0 / LA 16.02026-04-14 · home run · SL · fly_ball · EV 106.2 / LA 28.02026-04-14 · fielders choice · SI · ground_ball · EV 59.0 / LA -46.02026-04-14 · single · FF · ground_ball · EV 112.2 / LA 1.02026-04-15 · field out · CU · ground_ball · EV 84.9 / LA -5.02026-04-15 · field out · SL · fly_ball · EV 79.1 / LA 44.02026-04-15 · sac fly · FF · fly_ball · EV 83.1 / LA 46.02026-04-16 · field out · SI · ground_ball · EV 80.6 / LA -18.02026-04-17 · field out · ST · ground_ball · EV 41.4 / LA -8.02026-04-17 · field error · SI · ground_ball · EV 102.2 / LA -14.02026-04-18 · grounded into double play · FC · ground_ball · EV 101.9 / LA -6.02026-04-18 · field out · FF · ground_ball · EV 95.0 / LA -33.02026-04-18 · field out · FF · ground_ball · EV 105.9 / LA -24.02026-04-19 · grounded into double play · CH · ground_ball · EV 80.4 / LA -9.02026-04-19 · force out · SL · ground_ball · EV 98.8 / LA -6.02026-04-20 · home run · FF · line_drive · EV 111.1 / LA 20.02026-04-20 · single · ST · ground_ball · EV 100.1 / LA 7.02026-04-20 · double · ST · line_drive · EV 107.5 / LA 15.02026-04-20 · field out · CH · ground_ball · EV 52.3 / LA -59.02026-04-21 · field out · SL · popup · EV 81.4 / LA 58.02026-04-21 · field out · FF · fly_ball · EV 83.6 / LA 28.02026-04-21 · field out · SI · ground_ball · EV 105.7 / LA -5.02026-04-21 · field out · ST · ground_ball · EV 72.3 / LA -4.02026-04-22 · single · FF · line_drive · EV 93.3 / LA 21.02026-04-22 · field out · SL · fly_ball · EV 90.6 / LA 32.02026-04-22 · field out · CU · popup · EV 86.2 / LA 63.02026-04-24 · single · ST · line_drive · EV 63.8 / LA 18.02026-04-24 · single · ST · ground_ball · EV 106.7 / LA -2.02026-04-25 · field out · CH · fly_ball · EV 100.8 / LA 35.02026-04-25 · home run · SL · fly_ball · EV 106.9 / LA 35.02026-04-26 · home run · CH · fly_ball · EV 109.8 / LA 23.02026-04-26 · single · FF · ground_ball · EV 108.3 / LA 5.02026-04-26 · double · FC · fly_ball · EV 102.3 / LA 35.02026-04-28 · double · ST · line_drive · EV 98.2 / LA 21.02026-04-28 · single · KC · fly_ball · EV 70.4 / LA 36.02026-04-28 · force out · KC · ground_ball · EV 72.5 / LA -40.02026-04-28 · field out · FC · ground_ball · EV 75.0 / LA -10.02026-04-30 · field out · SI · ground_ball · EV 80.7 / LA -15.02026-04-30 · force out · SI · ground_ball · EV 92.7 / LA 4.02026-04-30 · field out · ST · fly_ball · EV 99.6 / LA 38.02026-04-30 · field out · SL · ground_ball · EV 60.9 / LA -11.02026-04-30 · field out · FF · line_drive · EV 103.9 / LA 19.02026-04-30 · single · SI · line_drive · EV 102.3 / LA 12.02026-04-30 · field out · FF · popup · EV 85.9 / LA 77.02026-04-30 · single · FF · ground_ball · EV 98.1 / LA 3.02026-05-01 · grounded into double play · CH · ground_ball · EV 100.9 / LA 5.02026-05-01 · single · SI · line_drive · EV 93.4 / LA 13.02026-05-02 · single · CH · line_drive · EV 110.0 / LA 16.02026-05-02 · single · CH · line_drive · EV 98.7 / LA 22.02026-05-02 · home run · ST · line_drive · EV 108.3 / LA 21.02026-05-02 · field out · SI · ground_ball · EV 90.8 / LA -24.02026-05-03 · single · SI · ground_ball · EV 100.9 / LA -14.02026-05-03 · single · SL · ground_ball · EV 92.5 / LA -33.02026-05-04 · field out · SI · ground_ball · EV 106.2 / LA -8.02026-05-04 · field out · CU · fly_ball · EV 93.6 / LA 36.02026-05-05 · home run · FF · fly_ball · EV 107.2 / LA 39.02026-05-05 · field out · SI · line_drive · EV 88.5 / LA 26.02026-05-06 · grounded into double play · SL · ground_ball · EV 94.0 / LA -13.02026-05-06 · single · SI · ground_ball · EV 104.3 / LA -8.02026-05-06 · field out · SI · ground_ball · EV 91.2 / LA -15.02026-05-08 · field out · CH · popup · EV 93.7 / LA 64.02026-05-08 · field out · CU · line_drive · EV 88.1 / LA 21.02026-05-08 · field out · ST · fly_ball · EV 81.0 / LA 56.02026-05-08 · grounded into double play · EP · ground_ball · EV 97.7 / LA -1.02026-05-08 · field out · FF · fly_ball · EV 91.0 / LA 34.02026-05-09 · field out · SL · ground_ball · EV 97.7 / LA -16.02026-05-09 · field out · FF · fly_ball · EV 96.5 / LA 44.02026-05-09 · field out · FF · popup · EV 92.5 / LA 67.02026-05-09 · field out · CU · line_drive · EV 105.9 / LA 18.02026-05-10 · field out · CH · popup · EV 77.7 / LA 77.02026-05-10 · field out · CU · ground_ball · EV 105.0 / LA -4.02026-05-11 · force out · SI · ground_ball · EV 59.7 / LA 11.02026-05-12 · double · ST · line_drive · EV 81.5 / LA 14.02026-05-12 · field out · FF · fly_ball · EV 93.8 / LA 33.02026-05-13 · field out · SL · ground_ball · EV 73.0 / LA 10.02026-05-13 · field out · SI · fly_ball · EV 85.4 / LA 30.02026-05-13 · force out · FS · ground_ball · EV 79.1 / LA -1.02026-05-13 · home run · FF · fly_ball · EV 96.8 / LA 32.02026-05-14 · field out · SL · ground_ball · EV 83.1 / LA -16.02026-05-14 · field out · SL · fly_ball · EV 85.9 / LA 51.02026-05-14 · field out · SL · ground_ball · EV 94.0 / LA -2.02026-05-15 · field out · SI · fly_ball · EV 93.6 / LA 41.02026-05-16 · field out · SL · line_drive · EV 75.2 / LA 29.02026-05-16 · home run · FF · fly_ball · EV 109.1 / LA 29.02026-05-17 · field out · SI · ground_ball · EV 101.8 / LA -27.02026-05-18 · field out · CH · ground_ball · EV 107.0 / LA 5.02026-05-18 · single · FC · ground_ball · EV 106.4 / LA 2.02026-05-18 · single · SI · ground_ball · EV 107.9 / LA 3.02026-05-18 · field out · SI · ground_ball · EV 93.8 / LA -2.02026-05-18 · field out · SL · popup · EV 46.7 / LA 57.02026-05-19 · field out · FC · popup · EV 81.9 / LA 70.02026-05-19 · field out · CU · fly_ball · EV 99.6 / LA 36.02026-05-19 · field out · FF · ground_ball · EV 96.6 / LA -24.02026-05-19 · field out · FC · line_drive · EV 67.1 / LA 15.02026-05-20 · field out · FF · line_drive · EV 104.3 / LA 16.02026-05-20 · field out · KC · popup · EV 78.1 / LA 67.02026-05-22 · single · FF · ground_ball · EV 107.7 / LA 5.02026-05-22 · field out · FC · fly_ball · EV 97.8 / LA 47.02026-05-23 · home run · SL · line_drive · EV 105.5 / LA 19.02026-05-23 · home run · SI · line_drive · EV 105.6 / LA 18.02026-05-23 · single · SI · fly_ball · EV 67.6 / LA 28.02026-05-24 · home run · FS · fly_ball · EV 105.1 / LA 24.02026-05-24 · field out · FS · line_drive · EV 88.9 / LA 26.02026-05-24 · field out · FS · fly_ball · EV 71.5 / LA 40.02026-05-24 · field out · FC · fly_ball · EV 87.9 / LA 38.02026-05-25 · field out · SI · ground_ball · EV 86.2 / LA -20.02026-05-25 · home run · CH · fly_ball · EV 101.2 / LA 23.02026-05-25 · field out · SI · ground_ball · EV 63.8 / LA 14.02026-05-26 · field out · SI · fly_ball · EV 93.6 / LA 39.02026-05-26 · field out · FC · fly_ball · EV 71.8 / LA 52.02026-05-26 · field out · SI · ground_ball · EV 80.0 / LA 5.02026-05-26 · field out · CH · ground_ball · EV 76.0 / LA -10.02026-05-27 · field out · CU · ground_ball · EV 95.6 / LA -9.02026-05-27 · field out · FF · fly_ball · EV 85.3 / LA 43.02026-05-27 · force out · SL · ground_ball · EV 70.7 / LA -31.02026-05-31 · field out · FF · ground_ball · EV 93.5 / LA -16.02026-05-31 · field out · FC · ground_ball · EV 91.6 / LA 9.02026-05-31 · field out · FF · ground_ball · EV 95.9 / LA -6.02026-06-04 · single · SL · ground_ball · EV 112.5 / LA -5.02026-06-04 · field out · SL · ground_ball · EV 94.1 / LA -25.02026-06-04 · field out · SL · fly_ball · EV 80.0 / LA 30.02026-06-05 · triple · FF · line_drive · EV 87.6 / LA 17.02026-06-05 · field out · FC · fly_ball · EV 87.4 / LA 53.02026-06-07 · field out · CU · fly_ball · EV 73.5 / LA 41.02026-06-07 · field out · SL · ground_ball · EV 47.1 / LA 3.02026-06-07 · field error · CU · ground_ball · EV 66.6 / LA -53.02026-06-15 · field out · SI · ground_ball · EV 67.2 / LA 4.02026-06-15 · field out · FF · fly_ball · EV 85.4 / LA 50.02026-06-20 · field out · CU · popup · EV 69.6 / LA 67.02026-06-22 · grounded into double play · SI · ground_ball · EV 102.4 / LA -17.02026-06-26 · field out · CH · line_drive · EV 91.5 / LA 25.02026-06-26 · field out · FF · ground_ball · EV 66.5 / LA -15.02026-06-26 · field out · SI · fly_ball · EV 77.5 / LA 50.02026-06-26 · field error · KC · ground_ball · EV 69.8 / LA 14.02026-06-30 · single · FF · line_drive · EV 71.4 / LA 20.02026-06-30 · field out · SI · ground_ball · EV 85.8 / LA -9.0 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 Walker, Christian · Aggregate zone metrics; not pitch-by-pitch locations Zone: 46%46%Chase: 30%30%Whiff: 26%26%Zone contact: 86%86%Contact: 74%74%Hard hit: 42%42% 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 Walker, Christian · aggregate bat speed marker 60 mph 85 mph Avg bat speed 74.1 mph Hard swing rate 42% Whiff / swing 25% MITHRANDIR · CHARTS
Reference layer

Current snapshot

Age35
Height5' 11"
Weight208 lb
Debut2014-09-17
Live layer

Delta / regression

xwOBA Δ-0.026
wOBA Δ+0.026

negative regression

Regression watch

Running hot. Expect some cooling.

-1.9σ gap
wOBA (actual)0.356
xwOBA (deserved)0.304

Walker’s wOBA sits at 0.356, but the quality of contact underneath says it should be 0.304 — a gap of 0.052, -1.9 standard deviations from the MLB norm over 413 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
Machado, Manny SD · R 0.85 Chase rateBarrel rate Player · Projection
Burger, Jake TEX · R 0.76 Walk rateSwing length Player · Projection
Bell, Josh MIN · L 0.76 Chase rateMax exit velocity Player · Projection
Springer, George TOR · R 0.75 Ground-ball rateSwing length Player · Projection

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

Mithrandir coverage

Module shelf

ModuleCardsLatestSignal
Hitting32026-06-27Disciplined swing decisions drove the score
Projection links / recent games

Available detail

Hitter Projections 20260.330 xwOBA | 25 HRProjection
2026-05-20 @ MIN0 HR | 0 RBI / 8 Ch | 0 E0-4 | 2 K
2026-04-20 @ CLE1 HR | 2 RBI / 9 Ch | 0 E3-5 | HR, 2B, K
2026-04-17 vs STL0 HR | 0 RBI / 9 Ch | 0 E0-4 | 2 K
2026-04-15 vs COL0 HR | 1 RBI / 7 Ch | 0 E0-2 | BB, RBI
2026-04-14 vs COL1 HR | 2 RBI / 5 Ch | 0 E3-4 | HR, 2 RBI, 2 R