LMD Rankings review · 2026

How our Week 6 rankings did

2026 season · Half PPR · Board published October 15, before kickoff

View the Week 6 rankings

LMD vs. Expert Consensus vs. the previous-week results baseline

LMD vs. Expert Consensus vs. the previous-week results baseline
Week 6 Half PPRLMDExpert ConsensusPrevious-week results baseline
Start/sit calls correct 63% 66% 49%
QB 70% 67% 48%
RB 60% 65% 53%
WR 65% 68% 46%
TE 56% 59% 53%
Starter picks correct 50% 47% 40%
Typical rank miss 10.5 spots 11.5 spots 12 spots
Average rank miss 13.7 15.3 17.5

On the same 2,210 start/sit pairs, LMD put the higher scorer first 62.8% of the time, Expert Consensus 66.1% and the previous-week results baseline 49.5%. The previous-week results baseline ranks each position by the points players scored in Week 5, with no model and no adjustment, and grades that order on Week 6. It is not LMD's Week 5 rankings or the Week 5 review's figures. Kyle Monangai (RB20), Jeremiyah Love (RB22) and Rashee Rice (WR17) were ruled out after the board's cutoff and still count as misses in every figure here.

Both lists were published before the review's cutoff. The Expert Consensus list was published about nine hours before LMD's board (October 15, 21:56 UTC) and may not reflect updates during that interval. Every section below grades LMD's whole board. One week is a small sample.

Expert Consensus: Half PPR lists for QB, RB, WR and TE, published October 15, 13:01 UTC. Expert Consensus source: borischen.co.

Top finish picks

Top finish picks
LMDExpert ConsensusPrevious-week results baseline
Top 3 picks correct 17% 8% 17%
Top 12 picks correct 44% 38% 33%
Top 24 picks correct 61% 60% 48%

By position

Starter picks correct by position, Week 6 Half PPR
Starter picksLMDExpert ConsensusPrevious-week results baseline
QB9/128/126/12
RB13/2413/2411/24
WR12/2411/249/24
TE2/122/123/12
Typical rank miss by position, Week 6 Half PPR
Typical missLMDExpert ConsensusPrevious-week results baseline
QB987
RB87.514
WR1518.518.5
TE13129

Where LMD differed from Expert Consensus

At each position, the players LMD or Expert Consensus ranked in its top 20 and the two placed at least 4 places apart. For each, which ranking was nearer the player's actual Week 6 finish.

Disagreements between LMD and Expert Consensus, Week 6
PlayersLMD nearerECR nearerLMD avg missECR avg miss
QB5328.09.4
RB43021.325.7
WR53117.819.5
TE41322.520.5
All1810616.617.8

Ranks and finishes are positional, Half PPR; the averages are positional places, over the players who played. 2 players did not play and are credited to neither. Expert Consensus ranks are graded in aggregate and are not listed player by player. One week is a small sample.

LMD vs. Betting Markets

Not graded for Week 6: the books priced every prop the forecast needs for 34 of the 144 players LMD ranked, under half, and fewer players could be compared than a league starts at RB, WR, TE. A comparison over the few players a thin capture priced would say more about which games the books had posted than about either forecast, so this week has no figures and is in no season total. The forecast is built from sportsbook player props alone, and LMD reads those props as one of its own inputs, so this section never measures LMD against an independent source.

Players with every prop the forecast needs, of the ones LMD ranked: QB 13 of 24, RB 7 of 48, WR 10 of 48, TE 4 of 24. RB coverage is the weakest.

Starters LMD ranked who are not compared: Josh Allen (QB1, no anytime TD line), Matthew Stafford (QB3, no rushing yards line), Drake Maye (QB4, no anytime TD line), Jayden Daniels (QB6, no anytime TD line), Bryce Young (QB8, no anytime TD line), Patrick Mahomes (QB10, no anytime TD line), Jacoby Brissett (QB12, no rushing yards or anytime TD line), Kenneth Walker III (RB1, no anytime TD line), Bijan Robinson (RB2, no anytime TD line), Derrick Henry (RB3, no receptions, receiving yards or anytime TD line), Jonathan Taylor (RB4, no anytime TD line), Christian McCaffrey (RB5, no anytime TD line), Kyren Williams (RB6, no anytime TD line), James Cook (RB7, no anytime TD line), Javonte Williams (RB8, no anytime TD line), Jaylen Warren (RB10, no anytime TD line), D'Andre Swift (RB11, no anytime TD line), Bucky Irving (RB13, no anytime TD line), Bhayshul Tuten (RB14, no anytime TD line), Rhamondre Stevenson (RB15, no anytime TD line), Quinshon Judkins (RB16, no props), Braelon Allen (RB19, no anytime TD line), Kyle Monangai (RB20, no props), Tony Pollard (RB21, no anytime TD line), Jeremiyah Love (RB22, no anytime TD line), Omarion Hampton (RB23, no receptions, receiving yards or anytime TD line), Woody Marks (RB24, no anytime TD line), Puka Nacua (WR1, no anytime TD line), CeeDee Lamb (WR3, no anytime TD line), Chris Olave (WR4, no anytime TD line), Tetairoa McMillan (WR6, no anytime TD line), Zay Flowers (WR7, no props), Malik Nabers (WR8, no anytime TD line), Christian Watson (WR9, no anytime TD line), Nico Collins (WR10, no anytime TD line), DeVonta Smith (WR12, no props), Garrett Wilson (WR13, no anytime TD line), George Pickens (WR15, no anytime TD line), Matthew Golden (WR16, no anytime TD line), Rashee Rice (WR17, no props), Michael Wilson (WR18, no anytime TD line), Parker Washington (WR19, no anytime TD line), Jalen Coker (WR20, no anytime TD line), Luther Burden III (WR21, no anytime TD line), DK Metcalf (WR22, no anytime TD line), Carnell Tate (WR24, no anytime TD line), Trey McBride (TE2, no anytime TD line), Isaiah Likely (TE3, no anytime TD line), Tyler Warren (TE5, no anytime TD line), Juwan Johnson (TE6, no anytime TD line), Tucker Kraft (TE7, no anytime TD line), Travis Kelce (TE8, no anytime TD line), Pat Freiermuth (TE9, no anytime TD line), Dallas Goedert (TE10, no props), Brenton Strange (TE11, no anytime TD line) and Harold Fannin Jr. (TE12, no props).

A missing prop is not a forecast of zero, so those players are left out rather than scored as zero. In LMD's own rankings a missing prop changes nothing.

Season to date: Week 4

Season to date: Week 4
2026, Half PPRLMDMarketExpert Consensus
Start/sit calls correct 59.3% 61.6% 57.5%
Starter picks correct (QB, WR, TE) 30/48 31/48 29/48
Top 12 picks correct 28/48 28/48 27/48
Top 24 picks correct (WR) 13/24 14/24 13/24
Typical rank miss 7 spots 8.5 spots 7 spots
Average rank miss 8.8 spots 9.6 spots 9.1 spots
Average points miss 5.29 5.40 --
Points miss (RMSE) 6.93 6.88 --
Weeks decided, out of 1
LMDMarketLevel
Start/sit calls001
Starter picks001
Top 12 picks001
Top 24 picks001
Typical rank miss100
Points miss001

Pooled over every pair and every player in Week 4, not averaged week by week.

Points: LMD's projections missed by 5.29 a player who played (122 player-weeks), the market's by 5.40 (difference −0.11, 95% interval −0.27 to +0.06, resampling whole games). That gap is within the noise.

Not evaluable for want of market coverage, and in no total: Weeks 5 and 6.

1 week is too few to call either forecast better.

Hits and misses

Ranked → finished

Hits

Misses

Limitations

At 1 club the quarterback who threw the most passes was not on the board at all: Caleb Williams (CHI, QB13).

Probability accuracy

Top-12 Brier score. The equal-chance baseline gives every player at a position the same probability.

LMD
0.083
Equal-chance baseline
0.096

Brier score measures how accurate probability forecasts are. 0 is perfect; lower is better.

Methodology & detailed stats

We graded the Week 6 board we published on October 15, 2026, the last one generated before the first game kicked off, against what happened. Nothing was regenerated, re-ranked or adjusted after the games, and the misses are listed the same way as the hits.

The comparison at the top of this page grades LMD, Expert Consensus and the previous-week results baseline on the same players. Every other figure grades LMD's whole board on its own.

Starter picks

A starter call is a player we ranked inside the starters a 12-team league fields at each position, not counting flex spots: 12 quarterbacks, 24 running backs, 24 wide receivers, 12 tight ends. It is a hit when he finished inside the same line at his position. A player we ranked as a starter who did not play counts as a miss, because the board's rankings already account for the chance a player sits.

36 of 72 players we ranked as starters finished as starters (50%).

Of the 72 players who actually finished as starters, we had ranked 36 inside the line (50%). That is the same count read the other way: we rank exactly as many starters as the league fields, and exactly that many finish there unless players tie.

6 players we ranked as starters recorded no statistic and count as misses. Kyle Monangai, Jeremiyah Love and Rashee Rice were ruled out in a status capture taken after the board went up, which a board published before the week cannot see: check the current board before lineups lock.

Week 6 starter calls by position, Half PPR
PositionStarter lineFinished as startersHit rateActual startersCapture rate
QBTop 129 of 1275%1275%
RBTop 2413 of 2454%2454%
WRTop 2412 of 2450%2450%
TETop 122 of 1217%1217%
All fourBy position36 of 7250%7250%

Hit rate: of the players we ranked as starters, the share who finished as starters. Capture rate: of the players who finished as starters, the share we had ranked as starters, including players we did not rank at all.

Start/sit calls

For each position, the pool is every player LMD ranked near the starter line (QB and TE ranked 7 to 18 and RB and WR ranked 13 to 36), and every pair in it is compared once: a call is right when the player ranked higher scored more. A player who did not play scored zero.

LMD put the higher scorer first in 520 of 1089 scored pairs (48%). Picking at random would be right half the time.

Week 6 start/sit calls on shared pairs, by position, Half PPR
PositionRanks comparedPlayersPairs scoredLMD rightLMD rate
QB7-1814915358%
RB13-363247623048%
WR13-362940419348%
TE7-18161184437%
All fourBy position91108952048%

1113 pairs in all. Left out for every ranking: 21 pairs whose players scored exactly the same and 0 pairs LMD ranked equally.

Rank misses

How many places each player finished from where we ranked him, for the players we ranked as starters who recorded a stat line. A receiver we ranked WR8 who finished WR14 is 6 places off.

Across 66 players, the average miss was 13.7 places and the median 10.5. A few large misses pull the average up; the median is the typical player.

Week 6 rank error for players ranked as starters who recorded a stat line, Half PPR
PositionPlayersAverage missMedian miss
QB126.69
RB2011.28
WR231915
TE1114.913
All four6613.710.5

A player with no stat line has no finish, so he is left out here and counted as a miss in the starter calls above.

The same measure over the players ranked inside the top 24 at their position who recorded a stat line, as earlier reviews reported it. A receiver ranked WR8 who finished WR14 is a miss of 6 places.

Week 6 rank accuracy by position, top 24, Half PPR
PositionRanked top 24With a stat lineMedian missWithin 6Rank corr. (top 24)Rank corr. (whole board)
QB2424946%0.450.50
RB2420845%0.350.64
WR24231522%0.080.74
TE24231326%0.120.54
All four969010.534%----

Rank correlation is Spearman's: 1 is the right order, 0 is no relationship. Inside the top 24 it is a hard test, because those players are close together; over the whole board it is an easier one, because it includes backups who were never near a start. It is not pooled across positions, which would correlate four different orderings.

Top 3, 12 and 24 picks

The same count at every finish line the board prints: of the players we ranked inside the top 3, 12 or 24 at their position, how many finished there, all four positions together. The chances printed beside each rank are graded as probabilities further down.

Week 6 Top 3, 12 and 24 calls, all positions, Half PPR
ThresholdFinished insideHit rateActual finishersCapture rate
Top 32 of 1217%1217%
Top 1221 of 4844%4844%
Top 2459 of 9661%9761%

Top 24 is a wide net at quarterback and tight end, where a 12-team league starts 12, so the starter calls above are the better read there.

Top 3 by position
PositionFinished insideHit rateActual finishersCapture rate
QB0 of 30%30%
RB1 of 333%333%
WR0 of 30%30%
TE1 of 333%333%
All four2 of 1217%1217%
Top 12 by position
PositionFinished insideHit rateActual finishersCapture rate
QB9 of 1275%1275%
RB7 of 1258%1258%
WR3 of 1225%1225%
TE2 of 1217%1217%
All four21 of 4844%4844%
Top 24 by position
PositionFinished insideHit rateActual finishersCapture rate
QB20 of 2483%2483%
RB13 of 2454%2454%
WR12 of 2450%2450%
TE14 of 2458%2556%
All four59 of 9661%9761%

Every hit and miss list

Hits

Ranked inside the starter line (Top 12 at QB and TE, Top 24 at RB and WR) and finished inside it, closest to the rank first.

  1. RB Kenneth Walker IIIKC Ranked RB1 · RB1 · 26.9 pts · Top 24: 85%
  2. QB Jayden DanielsWAS Ranked QB6 · QB6 · 21.0 pts · Top 12: 50%
  3. QB Bryce YoungCAR Ranked QB8 · QB8 · 19.8 pts · Top 12: 51%
  4. QB Kirk CousinsLV Ranked QB9 · QB9 · 18.5 pts · Top 12: 51%
  5. RB Braelon AllenNYJ Ranked RB19 · RB19 · 11.4 pts · Top 24: 55%

Misses: ranked as starters, finished outside

Ranked inside the starter line and finished outside it or recorded no statistic, the ones we gave the best chance first. Players ruled out in a later status capture are listed separately below.

  1. RB Bijan RobinsonATL Ranked RB2 · RB31 · 6.3 pts · Top 24: 88%
  2. RB Derrick HenryBAL Ranked RB3 · RB40 · 4.5 pts · Top 24: 80%
  3. RB Bucky IrvingTB Ranked RB13 · RB32 · 5.9 pts · Top 24: 68%
  4. TE Trey McBrideARI Ranked TE2 · TE15 · 8.8 pts · Top 12: 63%
  5. TE Brock BowersLV Ranked TE1 · TE14 · 9.0 pts · Top 12: 61%

Misses: finished as starters, ranked outside

Ranked outside the starter line and finished inside it, the ones we gave the smallest chance first.

  1. RB Bam KnightARI Ranked RB92 · RB20 · 10.8 pts · Top 24: 0%
  2. TE Josh CuevasBAL Ranked TE89 · TE9 · 12.4 pts · Top 12: 1%
  3. RB Jawhar JordanHOU Ranked RB81 · RB18 · 11.5 pts · Top 24: 1%
  4. RB Tyrone Tracy Jr.NYG Ranked RB63 · RB8 · 17.5 pts · Top 24: 4%
  5. TE Foster MoreauHOU Ranked TE44 · TE6 · 13.7 pts · Top 12: 6%

Ruled out after the board was published

Ranked inside the starter line, then ruled out in a status capture taken after the board went up. Listed apart from the misses because the status evidence the board was built from did not rule him out.

  1. RB Kyle MonangaiCHI Ranked RB20 · Did not play (ruled out) · -- · Top 24: 52%
  2. RB Jeremiyah LoveARI Ranked RB22 · Did not play (ruled out) · -- · Top 24: 48%
  3. WR Rashee RiceKC Ranked WR17 · Did not play (ruled out) · -- · Top 24: 42%

Finished as starters without being ranked

  • Omar Cooper Jr. (NYJ): WR6, 19.3 pts

Probability detail

Beside each rank the board prints a chance of finishing in the top 3, 12 and 24 at his position. If those chances are right, a group of players each given 60% should get there about 60% of the time, and the total number of finishers should land near the sum of the chances. They are graded as probabilities, not as yes-or-no calls at 50%.

Week 6 finish probabilities, all 400 ranked players
ThresholdExpected finishersActualTypical rangeBrierSame % for allRank as yes/no
Top 312.0126-180.0270.0290.050
Top 1247.84737-590.0830.0960.133
Top 2495.49482-1090.1170.1570.180

Typical range is the expected count plus or minus two standard deviations of what the chances imply. Brier is the mean squared gap between each chance and what happened; lower is better. "Same % for all" gives every player at a position the same chance, and "rank as yes/no" says 100% inside the threshold and 0% outside: two simple forecasts the chances should beat. Groups under 10 players are shown faded: too few to read.

  • The number of Top 3, Top 12 and Top 24 finishes landed inside the range the percentages implied (12 against 12.0, 47 against 47.8 and 94 against 95.4).
  • At every threshold the percentages scored better than reading the rank as a yes-or-no call, so the odds columns said something the rank alone did not.
  • One position at a time, the percentages lost to a simple forecast at Top 3 WR (0.018 against 0.018 for the same chance for all). The pooled figures above do not show it.
  • Players given a 30-50% chance of a Top 12 finish got there 23% of the time against 38% predicted. That is outside the range chance allows for a group of 44.
  • Of the 44 players given a 30-50% chance of a Top 12 finish, 23% got there. A percentage on the board is a rate across many players like him, not a call on one.
  • 119 of the 400 ranked players recorded no statistic. Their chances are part of every percentage above, which is why the whole board is graded rather than only the players who played.
  • Of the Top 24 finishes the board expected, players who recorded no statistic were given 3.5 of 24 at running back (29 players) and 4.8 of 23.9 at tight end (41 players). Chances spread onto players who did not take the field are chances the starters' percentages did not get, so read a small percentage beside a backup's name with that in mind.
Week 6 finish probabilities by position
ThresholdExpected finishersActualBrierSame % for allRank as yes/no
Top 3 QB3.030.0910.0930.207
Top 3 RB3.030.0210.0290.040
Top 3 WR3.030.0180.0180.037
Top 3 TE3.030.0270.0280.038
Top 12 QB11.9120.1710.2430.207
Top 12 RB12.0120.0820.1050.099
Top 12 WR12.0110.0590.0630.104
Top 12 TE12.0120.0980.1000.189
Top 24 QB23.5220.1480.1880.207
Top 24 RB24.0240.1380.1810.218
Top 24 WR24.0230.0870.1210.140
Top 24 TE23.9250.1330.1800.198
Top 3: players grouped by the chance the board gave them
Board's chancePlayersAverage chanceActually finished there95% range
0-5%3161%1%0%-3%
5-15%649%5%2%-13%
15-30%1920%26%12%-49%
30-50%131%0%0%-79%
Top 12: players grouped by the chance the board gave them
Board's chancePlayersAverage chanceActually finished there95% range
0-5%2231%2%1%-5%
5-15%689%13%7%-23%
15-30%4323%21%11%-35%
30-50%4438%23%13%-37%
50-70%2256%64%43%-80%
Top 24: players grouped by the chance the board gave them
Board's chancePlayersAverage chanceActually finished there95% range
0-5%1262%2%1%-7%
5-15%1029%7%3%-13%
15-30%5421%28%18%-41%
30-50%4140%46%32%-61%
50-70%3760%49%33%-64%
70-85%2179%71%50%-86%
85-100%1989%89%69%-97%

Were firmer calls more reliable?

No confidence rating was published with the Week 6 board, so there is none to grade. What the board did publish is how one-sided each player's chance was. Here the players ranked in the top 24 at each position are grouped by their Top 12 chance: the further from an even split, the firmer the call. The median rank miss counts only those who recorded a stat line.

Week 6 Top 12 calls by how one-sided they were, players ranked top 24 at their position
Top 12 chancePlayersExpected on the favoured sideActually on itMedian rank miss
35-65%4757%68%9
15-35% or 65-85%4972%78%12
Under 15% or over 85%0------

In every group large enough to read, the share landing on the favoured side was within the range its percentages implied. Firmer calls missed by more places (median 12 against 9), which in one week is not evidence either way.

Top finish picks against the model input

The top finish picks, graded the same way for LMD and for the outside projection it uses as one input. Because the projection feeds the board, this is a check on the model, not a comparison with an independent ranking.

Top finish picks: LMD against one of its inputs, Week 6 Half PPR
MeasureLMDOutside projection (model input)
Top 3 picks correct2 of 12 (17%)1 of 12 (8%)
Top 12 picks correct21 of 48 (44%)18 of 48 (38%)
Top 24 picks correct59 of 96 (61%)59 of 96 (61%)

Other scoring formats

Week 6 headline figures in each scoring format
ScoringStarter callsStart/sit callsMedian rank error (starters)Top 12 Brier
Standard49%49%100.080
Half PPR50%48%10.50.083
Full PPR51%47%110.083

How this review was graded

The comparison. LMD, Expert Consensus and the previous-week results baseline are graded on the same players, finishes and start/sit pairs, by the same calculations as the rest of this page. No game kicked off before the Expert Consensus lists, so every player is graded. Every rank is the one the list printed. The start/sit pool is every player any of the three put near the starter line; a pair is scored for all three or for none, and a player a list did not rank counts as ranked below everyone it did. 2,210 of 2,449 pairs were scored: 118 pairs scored the same, and 124 pairs were tied on at least one list.

Expert Consensus. The Half PPR tier lists for QB, RB, WR and TE, published October 15, 13:01 UTC. A player's rank is his place in the list, across tiers, in the last list published no later than LMD's board was generated. That list can be hours older than the board, so it may not reflect news LMD's board had. 151 listed players were matched to our catalog by name and position; 1 player could not be matched (Brandin Cooks).

Previous-week results baseline. Each position ranked by the points players actually scored in Week 5, Half PPR, from the same statistics as the rest of this page. Nothing is adjusted for injuries, matchups or roles. A player with no stat line that week is not on the list, and players who scored the same share a rank.

The board. Four boards were archived for Week 6. This review grades the final pre-kickoff v1.4.3 board. It was generated 2.3 hours before the first kickoff (October 16, 00:15 UTC), and it is the board readers saw going into the week.

The population. All 400 players the board ranked at QB, RB, WR and TE. A finish is counted over every player in the league who recorded a statistic (318 stat lines, including 37 players the board did not rank), priced with the same Half PPR scoring the board projected. Players who tie share the better place.

Starter calls. The starter line is Top 12 at quarterback and tight end and Top 24 at running back and receiver. The hit rate counts the players ranked inside it who finished inside it; the capture rate counts the players who finished inside it, ranked by us or not, whom we had ranked inside it. Top 3, 12 and 24 use the same arithmetic.

Start/sit calls. The pool is every player LMD ranked inside half a starter line either side of it (QB and TE ranked 7 to 18 and RB and WR ranked 13 to 36), and every pair in it is formed once. A pair is scored only when the two players' points differ and LMD put them in a strict order. The band is set by the starter line, not chosen after the games.

Rank error. The number of places between a player's published positional rank and his finish, over the players ranked inside the starter line who recorded a stat line. Earlier reviews reported it over the top 24 at every position, and that table is kept under the rank error section.

Players who did not play. 119 ranked players recorded no statistic. 16 were ruled out in a status capture taken after the board was published (October 18, 09:38 UTC) and 103 had no ruling; 1 of those were quarterbacks. A player we ranked as a starter who did not play is a missed starter call, and scores zero in a start/sit comparison. Players who did not play are left out of the rank error, which needs a finish, and counted as misses in the probability checks, because the board's rankings and percentages already include the chance a player sits.

What is not adjusted. Nothing is corrected for in-game injuries, game script or garbage time: a player who left early is graded on what he scored. Player pages chart the last board before each player's own kickoff, so for later games their Week 6 projection can come from a newer board than this one.

Sample size. This is one week. A few players' afternoons move every figure on this page, so read it as one data point rather than a verdict, and nothing here has been used to retune the model.

Sources and evidence

  • Model rankings-v1.4.3, configuration 91a0267e0790c386, board of 2026-10-15+r129a9df7 generated October 15, 21:56 UTC.
  • Archived board (Half PPR): rankings/2026/week-06/artifacts/rankings-v1.4.3/2026-10-15+r129a9df7/weekly-half.json, SHA-256 a6a82ffa4219329b7470eb0e203454159af69661076a842b214c87ac9d5c6aef.
  • Results: nflverse weekly player statistics, published October 20, 14:20 UTC (CC BY 4.0). 5 stat lines could not be matched to our player catalog and still count toward finishes.
  • Rulings: balldontlie status capture of October 18, 09:38 UTC, used only to label players who did not play.
  • Outside projection (model input): captured October 15, 21:54 UTC, 302 rows (4 not matched to our catalog, none inside a graded depth), SHA-256 5484ae71334b52ac3d21ed846f5bf5ae044817fe89688178ef7e1eab82b20b00.
  • Expert Consensus: the Half PPR lists published October 15, 13:01 UTC, 151 rows. Comparison inputs SHA-256 f56aec317fa730f098da7823f2c597c9864bd5be0de2b61537e38b85ac003b2e.
  • Per-player evaluation SHA-256 325cf245bc18d77c759b1b60e7c63fdd75f859a868dc2dd7beb6b1de0d979fa4.

See this week's rankingsPrevious: 2026 Week 5 review

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