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NBA player comparison

Joe Caldwell vs. Saddiq Bey: Career comparison

hussEyquationCareer impact · results to date
Regular-season verdict

Joe Caldwell ranks higher in career impact so far

Illustrated portrait of NBA player Saddiq Bey

Saddiq Bey

2020–21 to 2025–26 · 5 seasons · active

Impact comparison

Box impact estimates points per 100 possessions above each season's league average. Higher is better. Career ranks and average league finishes work the other way: lower is better.

#371LeadsCareer Impact Rank to datePeak-weighted regular-season rank#1587
+1.1Peak box impactEra-adjusted points per 100 possessions above league average · higher is better+1.4Leads
-0.1Best 5 average box impactEra-adjusted points per 100 possessions above league average · higher is better+0.2Leads
35.0LeadsBest 3 average finishAverage league place · lower is better123.7
+579 ptsLeadsPoints above replacementCumulative regular-season value+507 pts
73.5LeadsBest 10 average finishAverage league place · lower is better268.8

Career Impact Rank places Joe Caldwell #371 and Saddiq Bey #1587. It combines league finishes across each player's best three, five, and ten regular seasons, giving the most weight to the best three. Saddiq Bey had the higher single-season impact estimate.

Regular season only. Impact figures are estimates; small gaps are not exact. Playoffs, awards and titles do not determine the verdict.

Career impact · results to datehusseyquation.com/compare/joe-caldwell/saddiq-bey/career
Career Impact RankSee exactly how both rankings are calculatedJoe Caldwell44.740 · No. 371Saddiq Bey162.873 · No. 1,587

Only the three league-finish windows below determine Career Impact Rank. Career Value and peak impact are separate measures; neither adds points to this calculation. Lower composite scores rank higher.

Joe Caldwell

44.740 composite · No. 371 all-time

Joe Caldwell's Career Composite windows
Window and finishes usedAverage finishWeightContribution
Best 3No. 281969–70Reconstructed historical estimateIncludes bounded historical defense estimateNo. 341965–66Reconstructed historical estimateIncludes bounded historical defense estimateNo. 431968–69Reconstructed historical estimateIncludes bounded historical defense estimate35.00050%17.500
Best 5No. 281969–70Reconstructed historical estimateIncludes bounded historical defense estimateNo. 341965–66Reconstructed historical estimateIncludes bounded historical defense estimateNo. 431968–69Reconstructed historical estimateIncludes bounded historical defense estimateNo. 471964–65Reconstructed historical estimateIncludes bounded historical defense estimateNo. 571966–67Reconstructed historical estimateIncludes bounded historical defense estimate41.80030%12.540
Best 10No. 281969–70Reconstructed historical estimateIncludes bounded historical defense estimateNo. 341965–66Reconstructed historical estimateIncludes bounded historical defense estimateNo. 431968–69Reconstructed historical estimateIncludes bounded historical defense estimateNo. 471964–65Reconstructed historical estimateIncludes bounded historical defense estimateNo. 571966–67Reconstructed historical estimateIncludes bounded historical defense estimateNo. 781967–68Reconstructed historical estimateIncludes bounded historical defense estimate4 open slots × No. 11273.50020%14.700

17.500 + 12.540 + 14.700= 44.740

Open-season rule: every unfilled slot uses No. 112, this player's stored replacement finish.

Saddiq Bey

162.873 composite · No. 1,587 all-time

Saddiq Bey's Career Composite windows
Window and finishes usedAverage finishWeightContribution
Best 3No. 1022021–22No. 1222025–26No. 1472022–23123.66750%61.833
Best 5No. 1022021–22No. 1222025–26No. 1472022–23No. 1592020–21No. 2582023–24157.60030%47.280
Best 10No. 1022021–22No. 1222025–26No. 1472022–23No. 1592020–21No. 2582023–245 open slots × No. 380268.80020%53.760

61.833 + 47.280 + 53.760= 162.873

Open-season rule: every unfilled slot uses No. 380, this player's stored replacement finish.

Averages, contributions, and totals are displayed to three decimal places. The ranking calculation keeps full source precision. Read the full method →

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Full comparison · Career comparison

Understand the numbers

Start with impact, then compare playing time and skills. Team results add context. These are not categories to tally into a winner.

1 · Ranking evidence

Impact: who ranks higher, and why?

Career Impact Rank compares entire regular-season careers across NBA history. It combines average league places across the best three, five, and ten seasons, weighted 50%, 30%, and 20%. A lower rank or average place is better.

Impact: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Career Impact Rank to datePeak-weighted regular-season rank#371Better result for this metric.#1587
Best 3 average finishAverage league place · lower is better35.0Better result for this metric.123.7
Best 5 average finishAverage league place · lower is better41.8Better result for this metric.157.6
Best 10 average finishAverage league place · lower is better73.5Better result for this metric.268.8
Show more stats: Impact
Impact: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Points-above-replacement rankAll-time rank in estimated regular-season points above replacement#712Better result for this metric.#766
Peak box impactEra-adjusted points per 100 possessions above league average · higher is better+1.1+1.4Better result for this metric.
Best 3 average box impactEra-adjusted points per 100 possessions above league average · higher is better+0.4+0.8Better result for this metric.
Best 5 average box impactEra-adjusted points per 100 possessions above league average · higher is better-0.1+0.2Better result for this metric.
Best 10 average box impactEra-adjusted points per 100 possessions above league average · higher is betterUnavailableUnavailable
Points above replacementRegular season · fixed -2.0 replacement baseline · higher is better+579 ptsBetter result for this metric.+507 pts
Seasons ranked No. 100
Top-five impact seasons00
Top-ten impact seasons00

2 · Playing time and responsibility

How much did each player take on?

Read games and minutes alongside impact. Offensive usage is the share of team plays a player ends with a shot, free throws, or a turnover while on court. More usage is not automatically better.

Playing time and workload: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Games468364
Minutes13,87411,050

3 · Individual skills

Where does each player have an advantage?

These are each player's averages across up to ten best seasons. Career Impact Rank gives the Best 3, Best 5, and Best 10 average league finishes 50%, 30%, and 20% window weights, giving the most weight to the highest peak. The model accounts for position, role, pace, playing time, and team results. Green marks the better result for a metric, including lower turnover rates. Workload and shot-selection measures stay neutral. These rows are not votes toward the ranking.

Shooting

True shooting includes two-pointers, three-pointers, and free throws.

Shooting: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
True shooting percentage48.9%55.7%Better result for this metric.
True shootingAverage across the best impact seasons selected for the model input profile48.2%55.8%Better result for this metric.
Show more stats: Shooting
Shooting: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Field-goal percentage45.9%Better result for this metric.41.8%
Three-point percentageUnavailable35.5%
Free-throw percentage63.4%84.2%Better result for this metric.

Passing

Assist rate is the share of teammates’ made shots assisted while the player is on court. Read turnovers alongside offensive workload; lower turnover rate is generally better.

Passing: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Assist rateAverage across the best impact seasons selected for the model input profile12.5%Better result for this metric.9.5%
Assists per game2.7Better result for this metric.2.0
Show more stats: Passing
Passing: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Turnover rateAverage across the best impact seasons selected for the model input profileUnavailable6.7%

Rebounding

Rebound rate is the share of available rebounds collected while on court.

Rebounding: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Rebound rateAverage across the best impact seasons selected for the model input profileUnavailable9.6%
Rebounds per game5.15.3Better result for this metric.

Defense

Steals and blocks describe only part of defense. They do not capture every stop, rotation, or matchup.

Defense: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Steal rateAverage across the best impact seasons selected for the model input profileUnavailable1.4%
Show more stats: Defense
Defense: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Block rateAverage across the best impact seasons selected for the model input profileUnavailable0.5%

Scoring

Points per game describe scoring volume, not overall impact.

Scoring: Joe Caldwell and Saddiq Bey
MetricJoe CaldwellSaddiq Bey
Points per game15.2Better result for this metric.14.8

4 · Team context, not ranking inputs

What happened with and without them?

A verified with/without comparison is unavailable for this scope. We do not substitute another season’s observations.

Four separate questions

Impact, winning, playoffs, and awards

These are different ways to understand a career. Only Regular Season Impact determines the hussEyquation verdict. The other three sections add basketball context without adding points or changing the rank.

Career to date. At least one player is active. Every total below stops after the latest completed season in this data; nothing is projected.

Ranking result

Regular Season Impact

Joe Caldwell ranks higher in career impact so far.

Joe CaldwellMetricSaddiq Bey
#371LeadsCareer Impact Rank to datePeak-weighted regular-season rank#1587
+1.1Peak box impactEra-adjusted points per 100 possessions above league average · higher is better+1.4Leads
-0.1Best 5 average box impactEra-adjusted points per 100 possessions above league average · higher is better+0.2Leads
+579 ptsLeadsPoints above replacementRegular season · fixed -2.0 replacement baseline · higher is better+507 pts

This is the ranking result. It uses regular-season impact only. Team records, playoffs, and awards do not change it.

Context

Team Success

The advantages are split across the available measures.

Joe CaldwellMetricSaddiq Bey
567LeadsListed-team regular-season wins163
0.4%Listed-team winning percentage33.8%Leads
7Leads50-win team seasons0
7Leads60-win team seasons0
5LeadsPlayoff team seasons1

Context only. Not included in Career Impact Rank. Final records for every listed team-season. A traded season can include more than one team.

Context

Playoff Résumé

Joe Caldwell leads every available measure below.

Joe CaldwellMetricSaddiq Bey
5LeadsPlayoff appearances1
45LeadsPlayoff games6
22LeadsTeam playoff wins2
0Finals appearances0
0Championships0

Context only. Not included in Career Impact Rank. Team playoff results count only seasons when the player appeared in a playoff game.

Context

Awards

No recorded measure separates these careers.

Joe CaldwellMetricSaddiq Bey
2All-StarNot available
0MVPNot available
0All-NBANot available
1All-DefenseNot available
0DPOYNot available
0Rookie of the YearNot available

Context only. Not included in Career Impact Rank. Major regular-season honors are recognition, not inputs to the impact ranking.

How each context field is counted
Listed-team regular-season wins
The sum of each listed team's final wins in every season the player represented that team.
Listed-team winning percentage
Those team wins divided by those teams' total regular-season games.
50- and 60-win team seasons
Listed team-seasons that finished with at least 50 or 60 wins. Shortened seasons are not projected to 82 games.
Team seasons reaching playoffs
Listed team-seasons in which that team qualified for the playoffs.
Playoff appearances and games
Postseasons and games in which the player appeared.
Team playoff wins
Team wins from those postseasons. They describe team results, not individual credit.
Finals appearances and championships
Seasons when the player appeared in the playoffs for the finalist or champion.
Awards
Recorded NBA selections and major regular-season honors. A zero means the source records none; Not available means the source field is missing.

Source and scope Basketball Reference, NBA seasons 1950–51 through 2025–26, accessed 2026-10-09. Active-career totals are results to date through the latest completed season in the source.

Career Shape Explorer

How the careers developed

Follow every regular season by NBA experience or age. This view describes the path; it does not create another verdict.

View
Align careers by
Joe CaldwellSaddiq BeyPeak seasonHistorical source qualification

Career to date. Active careers stop at the latest completed season; no future seasons are projected.

Estimated points per 100 possessions above that season's league average

S1
S2
S3
S4
S5
S6
S means NBA season number; A means player age. Peak labels identify each player's accepted best season. Hover or focus any pair for season detail, or open Season timeline for the complete evidence ledger.