162.4 composite · lower is better
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Player profile · CHH / CLE / LAL / MIL
Randolph Keys
Randolph Keys advanced stats and career rankings
155.2 average league finish
-98 total value
Bottom line · Career overview
Randolph Keys ranks #2616 all time. Across his three best seasons, his average league finish was #242.0. His full-career value ranks #4500, so this placement is driven more by dominance than longevity. Explore Randolph Keys's advanced stats by season, era-adjusted impact, workload, and historical comparisons.
Career standing
How Randolph Keys ranks all time
These are league placements, not raw scores. Each season is judged against that season's qualified player pool.
Best in the league
Elite finishes
Upper-tier finishes
Standard deviations across scoring seasons
Equal average of Best 3, Prime 5, and Best 10 league finishes. The overlapping windows make this explicitly peak-weighted. Lower is better.
- Best 3 weight
- 63.3%
- Score
- 162.4
- Qualified seasons
- 3
- All-time rank
- #2616
Every season
Randolph Keys advanced stats by season
Era-centered box impact supports comparisons through time. Impact Rate and its rank compare players only within that season.
| Season | Team | Age | GP | MP | Era-centered box impact | Impact Rate | Rate rank | Season Value | Value percentile | Evidence |
|---|---|---|---|---|---|---|---|---|---|---|
| 1995–96Historical Defense Estimate | MIL | 29 | 69 | 816 | -1.64 | 36.3 | #208 | 5.6 | 35th | Established |
| 1994–95Historical Defense Estimate | LAL | 28 | 6 | 83 | -9.38 | — | — | -12.2 | — | Limited |
| 1990–91Historical Defense Estimate | CHH | 24 | 44 | 473 | -5.50 | 2.4 | #285 | -33.6 | 14th | Established |
| 1989–90Historical Defense Estimate | CHH/CLE | 23 | 80 | 1,615 | -3.03 | 19.2 | #233 | -33.4 | 15th | Strong |
| 1988–89Historical Defense Estimate | CLE | 22 | 42 | 331 | -5.60 | — | — | -24.4 | — | Limited |
Career movement
Randolph Keys's career impact by season
Peak -1.64 in 1995–96 · 5 seasons · 3,318 minutes
The same historical box-score model is used for every season, making the career shape comparable through time. This is separate from the current lineup-context ranking.
Career comparison
Compare the shape, not the calendar
Align by NBA experience to compare season one with season one, or by age to compare players at the same stage of life.
NBA season number · fixed impact axis −5 to +15
Similar career arcs
Players with careers similar to Randolph Keys
The score compares era-centered box impact, peak, prime, workload, career length, position, and trajectory aligned by NBA experience. It describes career shape, not playing style or equal ability.
Sean Higgins
90%career match
93% season match · 1995–96 ↔ 1995–96SF · All-Time Career #1453Kenny McIntosh
88%career match
81% season match · 1995–96 ↔ 1972–73SF · All-Time Career #2116Dick Gibbs
88%career match
85% season match · 1995–96 ↔ 1973–74SF · All-Time Career #2843JaKarr Sampson
87%career match
89% season match · 1995–96 ↔ 2019–20SF · All-Time Career #3027Chris Duarte
87%career match
86% season match · 1995–96 ↔ 2023–24PF · All-Time Career #2512Leon Powe
87%career match
86% season match · 1995–96 ↔ 2010–11Impact Rate shows how strong a player was compared with everyone else that season. Season Value adds how much he played. The career ranking rewards a high peak, a long prime, and repeated seasons near the top. Older seasons use clearly labeled estimates where the NBA did not record today's full set of statistics. Read how every ranking works →