Decathlon 2000 › News › Fair Decathlon Model. Part 2: How Much Is an Advantage Worth?
 2 votes

Fair Decathlon Model. Part 2: How Much Is an Advantage Worth? (1)

Rafal Snoch for Decathlon 2000
July 22, 2026
A Head-to-Head Analysis of the Fair Decathlon Model

From Mayer, Eaton and Warner to Osaka 2007 and Roma 1960

July 2026

Abstract

The first article on the Fair Decathlon Model (FDM) described a broad pattern: throwing events generally gained points, jumping events generally lost points, and running events changed less. A reader then raised an apparent contradiction. If Kevin Mayer is the strongest thrower among the leading 9000-point decathletes, why do Ashton Eaton and Damian Warner gain more under FDM? The answer is that the overall scoring level of an event and the point differences between athletes are two separate issues. FDM recalibrates both. This follow-up examines the official point spreads at three representative performance levels, then applies them to five head-to-head comparisons: Mayer versus Eaton, Mayer versus Warner, Eaton versus Warner, Maurice Smith versus Roman Sebrle at Osaka 2007, and Rafer Johnson versus Yang Chuan-kwang at Roma 1960. The examples show that the number of events won is not the essence of the decathlon. What matters is the combined value of ten performances and the size of the advantages created in each event.

1.  The question raised by the first article

Thomas noted that the first article appeared to contain a contradiction. FDM generally gives more points to throwing performances, yet Mayer falls from first to third when the personal best decathlons of Mayer, Eaton and Warner are recalculated. Eaton and Warner, commonly viewed as sprinter-jumpers, each gain more than 100 points, while Mayer loses 28.

The contradiction disappears once two different properties of a scoring table are distinguished:

  • Nominal scoring level: how many points a representative performance is worth.
  • Point spread: how many points separate representative performance levels within the same event.

An event may be scored too low overall while its internal differences are too large. Conversely, an event may be scored generously at ordinary levels while its point curve is too flat to reward exceptional performances adequately. This distinction is central to understanding FDM.

2. The official scoring environment

The published version of FDM uses the average 10th-best performance in each event as an 885-point anchor and the average 75th-best performance as a 779-point anchor. The average 140th-best performance is an independent control level. Before looking at individual athletes, it is useful to examine how the official tables value these same performance levels.

Event 10th Pts 75th Pts 10th–75th 140th Pts 10th–140th
100m 10.68 933 11.06 847 86 11.44 765 168
LJ 7.61 962 7.19 859 103 6.77 760 202
SP 15.49 820 13.94 725 95 12.26 622 198
HJ 2.09 887 1.97 776 111 1.86 679 208
400m 47.99 910 49.75 826 84 51.71 737 173
110H 14.15 955 14.79 875 80 15.49 791 164
DT 48.00 829 42.16 709 120 36.90 602 227
PV 5.10 941 4.66 807 134 4.21 676 265
JT 65.96 828 56.80 690 138 48.83 571 257
1500m 262.73 793 279.60 683 110 300.49 557 236
Average 885 779 106 676 209

Table 1. Official points for the average 10th-, 75th- and 140th-best performances across the 21 calibration seasons. Red cells show point spreads below the all-event average; green cells show spreads above it.

Above-average point spread Below-average point spread Close to average

Colours indicate the magnitude of the official point spread, not the scoring level of the event itself.

2.1 Two different imbalances

The table reveals an important distinction. At the 10th-best level, the three throwing events are worth only 820 to 829 official points, while 110 m hurdles is worth 955 and long jump 962. This is the familiar reason why combined-events followers often say that the throws are undervalued: they are referring to nominal values.

However, the point spreads tell a different story. Between the 10th- and 75th-best levels, the all-event average is 106 points. The official spreads are only 86 in the 100 m, 84 in the 400 m and 80 in the 110 m hurdles. These three sprint events are consistent with one another, but the entire group is compressed relative to the decathlon as a whole.

The jumping events do not form a uniform group. Long jump and high jump are close to the all-event average, at 103 and 111 points. Pole vault is the clear outlier at 134. The throwing events are even less uniform: shot put is relatively compressed at 95, discus is expanded at 120, and javelin is strongly expanded at 138.

The same pattern remains visible over the wider 10th-to-140th range. The sprint spreads remain low, long jump and high jump remain close to average, pole vault and javelin remain very high, and discus remains moderately high. The 1500 m is close to average between the 10th and 75th levels, but becomes relatively steep in the lower part of the range.

2.2  A striking comparison

The nominal imbalance can be seen without any formula. The average 140th-best 110 m hurdles performance, 15.49, is worth 791 official points. That is 12 points more than the average 75th-best performance across all ten events, and almost exactly the same as the average 10th-best 1500 m performance, which is worth 793 points.

The average 10th-best performances in shot put, discus and javelin are worth only 820, 829 and 828 points. They are therefore only 29 to 38 points above the average 140th-best hurdles performance. FDM addresses both parts of this problem: how much each representative level is worth and how much the difference between levels is worth.

3.  Mayer, Eaton and Warner: three record decathlons

Athlete

Official

FDM

Change

FDM rank

Kevin Mayer

9126

9098

-28

3

Ashton Eaton

9045

9150

+105

1

Damian Warner

9018

9122

+104

2

Table 2. Personal best decathlons under the official tables and the published FDM.

In their respective comparisons with Mayer, Eaton and Warner each win the same five events: 100 m, long jump, 400 m, 110 m hurdles and 1500 m. Mayer wins shot put, high jump, discus, pole vault and javelin. Both comparisons are therefore tied 5-5 in event wins. The issue is not how many events each athlete wins, but how the size of each advantage is valued.

3.1  Mayer versus Eaton: 5-5

Event

Mayer

Eaton

Official margin

FDM margin

100 m

10.55

10.23

-77

-98

Long jump

7.80

7.88

-20

-21

Shot put

16.00

14.52

+91

+101

High jump

2.05

2.01

+37

+36

400 m

48.42

45.00

-171

-225

110 m hurdles

13.75

13.69

-8

-11

Discus throw

50.54

43.34

+149

+130

Pole vault

5.45

5.20

+79

+61

Javelin throw

71.90

63.63

+125

+93

1500 m

4:36.11

4:17.52

-124

-118

Table 3. Positive margins favour Mayer; negative margins favour Eaton.

Under the official tables, Mayer gains 481 points from the five events he wins, while Eaton gains 400 from his five. Mayer therefore leads by 81. Under FDM, Mayer's winning margins total 421, while Eaton's total 473. Eaton leads by 52.

The largest change is the 400 m. Eaton's advantage grows from 171 official points to 225 FDM points. His 100 m advantage grows from 77 to 98. At the same time, Mayer's advantages contract in discus from 149 to 130, in pole vault from 79 to 61, and in javelin from 125 to 93. Mayer still receives more points for his throwing performances in absolute terms, but the official tables had overstated part of his advantage over Eaton in discus and javelin while understating Eaton's advantage in the sprint events.

3.2  Mayer versus Warner: 5-5

Event

Mayer

Warner

Official margin

FDM margin

100 m

10.55

10.12

-103

-133

Long jump

7.80

8.24

-113

-119

Shot put

16.00

14.80

+74

+82

High jump

2.05

2.02

+28

+27

400 m

48.42

47.48

-45

-59

110 m hurdles

13.75

13.46

-38

-54

Discus throw

50.54

48.67

+39

+34

Pole vault

5.45

4.90

+171

+134

Javelin throw

71.90

63.44

+128

+95

1500 m

4:36.11

4:31.08

-33

-31

Table 4. Positive margins favour Mayer; negative margins favour Warner.

The same mechanism appears even more clearly in the comparison with Warner. Under the official tables, Mayer's five winning margins total 440 points and Warner's total 332, producing Mayer's 108-point lead. Under FDM, Mayer's five margins fall to 372 while Warner's rise to 396, giving Warner a 24-point advantage.

Warner's advantage grows from 103 to 133 points in the 100 m and from 38 to 54 in the 110 m hurdles. His long-jump advantage remains large, moving from 113 to 119. Mayer's pole-vault advantage contracts from 171 to 134 and his javelin advantage from 128 to 95. Once again, FDM does not remove Mayer's strengths; it changes the extent to which those strengths outweigh Warner's.

3.3  Eaton versus Warner: 4-6, but almost no net change

Event

Eaton

Warner

Official margin

FDM margin

100 m

10.23

10.12

-26

-35

Long jump

7.88

8.24

-93

-98

Shot put

14.52

14.80

-17

-19

High jump

2.01

2.02

-9

-9

400 m

45.00

47.48

+126

+166

110 m hurdles

13.69

13.46

-30

-43

Discus throw

43.34

48.67

-110

-96

Pole vault

5.20

4.90

+92

+73

Javelin throw

63.63

63.44

+3

+2

1500 m

4:17.52

4:31.08

+91

+87

Table 5. Positive margins favour Eaton; negative margins favour Warner.

Warner wins six events to Eaton's four, but Eaton wins the overall comparison under both systems. His four official winning margins total 312 points, compared with Warner's 285. Under FDM the corresponding totals are 328 and 300. Eaton's final advantage is 27 official points and 28 FDM points.

The internal distribution changes substantially, but the changes nearly cancel out. Eaton's extraordinary 45.00 in the 400 m increases his advantage from 126 to 166 points. Warner gains more from his superiority in the 100 m and hurdles, while his

5.33 m discus advantage is worth slightly less. Eaton's pole-vault advantage also contracts. This example is important because it shows that FDM does not reverse results automatically. When two different profiles are already reasonably well balanced overall, the final result can remain almost identical.

4.  Osaka 2007: the sprinter-thrower

Athlete

Official

FDM

Change

FDM rank

Roman Sebrle

8676

8636

-40

2

Maurice Smith

8644

8731

+87

1

Dmitri Karpov

8586

8626

+40

3

Table 6. Top three at the 2007 World Championships in Osaka.

Osaka provides a different type of test. Smith records the better performance in six events: 100 m, shot put, 400 m, 110 m hurdles, discus and 1500 m. Sebrle wins long jump, high jump and javelin, while both clear 4.80 m in the pole vault. The event-by-event tally is therefore 6-3-1 in Smith's favour, yet Sebrle wins officially by 32 points.

Event

Smith

Sebrle

Official margin

FDM margin

100 m

10.62

11.04

+95

+118

Long jump

7.50

7.56

-15

-15

Shot put

17.32

15.92

+87

+97

High jump

1.97

2.12

-139

-133

400 m

47.48

48.80

+63

+83

110 m hurdles

13.91

14.33

+54

+72

Discus throw

52.36

48.75

+76

+65

Pole vault

4.80

4.80

+0

+0

Javelin throw

53.61

71.18

-265

-203

1500 m

4:33.52

4:35.32

+12

+11

Table 7. Positive margins favour Smith; negative margins favour Sebrle.

Under the official tables, Smith's six winning margins total 387 points. Sebrle's three winning margins total 419, driven especially by a 265-point advantage in javelin. Sebrle therefore wins by 32.

Under FDM, Smith's six margins total 446 and Sebrle's three total 351. Smith wins by 95. The reversal does not result from treating the three throws as a single privileged group. Smith gains substantially in shot put and discus, but Sebrle clearly wins the javelin. The change also comes from Smith's sprint advantages: his combined margins in the 100 m, 400 m and 110 m hurdles grow by 61 points. Meanwhile, his javelin deficit falls from 265 to 203 because the official javelin scale is too steep between performance levels.

Smith is therefore better described as a sprinter-thrower than as a pure thrower. His profile combines speed and strength. FDM gives him the title because this particular combination of ten performances is stronger, not because the model has decided that throwers should replace sprinter-jumpers at the top of the decathlon.

5.  Roma 1960: can winning only three events be enough for gold?

Athlete

Official in 1960

Retrospective 1985

FDM

Johnson margin

Rafer Johnson

8392

7926

7910

+58 / +87 / +56

Yang Chuan-kwang

8334

7839

7854

 

Table 8. Only the 1960 score was used to award the Olympic medals. The 1985 and FDM scores are retrospective comparisons.

The historical concern raised by S. Steele was whether a new model might return the decathlon to a system in which one athlete could win through dominance in only three events. Roma 1960 is the classic example. Yang wins seven events; Johnson wins only the three throws. Yet Johnson wins the Olympic title by 58 points.

FDM preserves Johnson's victory and reproduces the original margin almost exactly: 56 points. The retrospective 1985 tables give Johnson an 87-point advantage. Remarkably, the combined total of both athletes is 15,765 under the retrospective 1985 tables and 15,764 under FDM, a difference of only one point. FDM leaves the overall scoring scale almost unchanged while redistributing the points between performances.

Event

Johnson

FDM pts

Yang

FDM pts

Margin

100 m

11.07

777

10.88

828

-51

Long jump

7.35

819

7.46

847

-28

Shot put

15.82

908

13.33

738

+170

High jump

1.85

677

1.90

719

-42

400 m

48.30

866

48.10

878

-12

110 m hurdles

15.46

677

14.80

778

-101

Discus throw

48.49

894

39.83

736

+158

Pole vault

4.10

646

4.30

694

-48

Javelin throw

69.76

928

68.22

911

+17

1500 m

4:49.70

718

4:48.50

725

-7

Table 9. Roma 1960 performances under FDM. Positive margins favour Johnson.

Johnson's FDM advantages are 170 points in shot put, 158 in discus and 17 in javelin, for a total of 345. Yang's seven advantages total 289. Most of Yang's wins are narrow: 0.19 seconds in the 100 m, 11 centimetres in long jump, 5 centimetres in high jump, 0.20 seconds in the 400 m, and 1.20 seconds in the 1500 m. His most meaningful gains come in the hurdles and pole vault. Johnson is usually close when he loses, while Yang falls much further behind in shot put and discus.

The two athletes also represent different decathlon profiles. Yang's FDM scores are comparatively balanced: only one event below 700 points and only one above 900. Johnson has three performances below 700, but two above 900 and a discus score close to 900. FDM does not reward balance or specialisation as an abstract ideal. It adds the value of all ten performances. In Rome, Johnson's exceptional strengths slightly outweigh his weaknesses.

5.1  Rome and Osaka: the same event count, a different answer

Johnson and Sebrle each win only three events against their main rival. FDM keeps Johnson ahead in Rome but moves Smith ahead of Sebrle in Osaka. This is not a contradiction. In Rome, Johnson's three advantages are large enough to cover seven mostly narrow defeats. In Osaka, Sebrle's advantages in long jump, high jump and javelin do not outweigh Smith's six advantages once the event scales are recalibrated.

6.  What is the essence of the decathlon?

A decathlon is not a match-play contest consisting of ten separate wins and losses. No athlete receives one point for winning an event and zero for losing it. The objective is to produce the strongest possible combination of ten performances.

The number of events won can make for a powerful narrative. A 3-7 or 6-3-1 score immediately attracts attention. But it does not measure the overall quality of the ten-event performance. A narrow win and a dominant win cannot have the same value. The scoring system must estimate how large each advantage really is and do so consistently across all ten events.

This is the common denominator linking Johnson and Yang, Mayer, Eaton and Warner, and Smith and Sebrle:

  • Johnson loses more events but creates much larger advantages in the events he wins.
  • Mayer, Eaton and Warner split their strengths differently, and two of their pairings are exactly 5-5.
    • Smith wins more events than Sebrle, but the official tables do not value the size of their respective advantages consistently.

The purpose of FDM is not to select a preferred athlete type. It is to ensure that equivalent performance levels and equivalent differences between athletes are rewarded consistently across all ten events. A sprinter-jumper, a sprinter-thrower, a balanced decathlete or a more polarised athlete should all be able to win when their complete set of ten performances is genuinely the strongest.

7.  Conclusion

Thomas's question exposed an important gap in the first presentation of FDM. Saying that throwing events generally gain points does not explain how the point differences between athletes change. The official tables contain two separate forms of imbalance: differences in nominal scoring levels and differences in the steepness of the event scales.

The official sprint scales are internally consistent but too compressed relative to the decathlon as a whole. Long jump and high jump are close to the average point spread, while pole vault is much more expanded. Shot put, discus and javelin have low nominal scoring levels, but their internal spreads range from relatively compressed to strongly expanded. These facts explain why Eaton and Warner can gain more than Mayer, why Smith can overtake Sebrle, and why Johnson can still remain ahead of Yang.

The head-to-head examples also show that FDM does not rewrite every result. Eaton's advantage over Warner remains almost unchanged. Johnson's original Olympic margin is reproduced almost exactly. The model changes results only when the valuation of the underlying advantages changes materially.

FDM remains a developing proposal rather than a final scoring table. Further criticism and historical examples are therefore welcome. The questions raised by Thomas and S. Steele have already led to a more precise understanding of what the model is attempting to measure: not which athlete wins the most events, but which athlete produces the strongest total decathlon.

Data and calculation notes

  • The published FDM coefficients from the first article are used throughout this article.
    • For modern examples, official event points use the 1985 scoring tables. Individual event points are truncated to whole numbers before summation.
    • Roma 1960 official totals and the retrospective 1985 totals follow the Decathlon2000 results listing supplied for this analysis. Only the 1960 totals determined the Olympic medals.
    • The 10th-, 75th- and 140th-level performances are 21-season averages from the calibration dataset described in the first article.
  • ASCII spellings are used for names in tables for consistency with the project dataset.
  • Read part 1
    Explore the foundation of the Fair Decathlon Model (FDM) in Part 1: 
    Are the Current Decathlon Scoring Tables Properly Balanced?

Rafał Snoch for Decathlon 2000

Comments (1)

Richard Crawford wrote on July 23, 2026
The 2001 edition of "IAAF Scoring Tables for Combined Events" includes the nine "guiding principles" that were used (or at least inspired) the 1984 tables currently in use. One of these is directly addressed by Mr. Snoch's articles and also by my own article from 2018 ("Are the Decathlon Tables Fair?") This is #2: "Results in various events should ... yield about the same number of points if the results are comparable as to quality and difficulty." Snoch also addresses #8: "It is desirable ... that the total scores using the new tables for the top world class athletes should remain approximately the same." (I think that his is a result of his methodology rather than an explicit goal.) But there is one principle which has been ignored -- #4: "It must be possible to use the scoring tables for beginners, juniors and top athletes." (How to apply this is quite unclear. It does not suggest, for example, how to accommodate the different hurdle heights or race lengths between juniors and seniors, much less implement weights.) It seems to me that basing the results exclusively on the upper levels of achievement skews them substantially. My article attempts to look at how well #2 is met at all performance levels, although it explicitly excludes data from non-senior performances. It asks whether an athlete who improves from one percentile to another is awarded with the same additional number of points regardless of the event. I have the advantage (perhaps dubious) of a database of about 100,000 usable (that is, with ten non-zero event scores) decathlon performances to work with, which allows me to subdivide them into various groups without losing too much statistical significance. This subdivision allows me to compare an athlete with others of comparable levels of achievement. But I made no attempt to propose modifications to the tables in use, much new tables altogether.
Notify us, if you think this comment is inappropriate
IP: 104.14.2...

Please log in to add your comment!

Read more
Fair Decathlon Model. Part 1: Are the Current Decathlon Scoring Tables Properly Balanced?
The Fair Decathlon Model (FDM) examines whether the current decathlon scoring tables are properly balanced. Using data from 21 seasons between 1985 and 2025, the model proposes revised scoring coefficients based on elite decathlete performances.
Fair Decathlon Model. Part 4: Does FDM Balance the Ten Events?
A leave-one-event-out test of 17,277 complete decathlon performances
Fair Decathlon Model. Part 3: Forty Seasons, Cleaner Data, and Wider Calibration
How a larger and stricter sample changed the formulas without changing the conclusions
Fair Decathlon Model Discussion: The Principles Behind Combined Events Scoring Tables
The Principles Behind Decathlon Scoring Tables: What Should a Scoring System Actually Measure?
Swiss Coach Pascal Magyar Integrates the Fair Decathlon Model into His Combined Events Calculator
The FDM Model inspired me a little bit, so I thought: let's make it available to everyone, so everyone can experiment with it. - Pascal Magyar
A New Perspective on Decathlon Scoring: Richard Crawford's 2018 Research
The publication of the first article in the Fair Decathlon Model (FDM) series has already sparked an interesting discussion within the combined events community.
Scoring tables for combined events
The current combined events scoring tables have been used without modification since the 1985
Calculation
All decathlon performances are converted into points using official World Athletics scoring formulas and tables to determine the final score
Combined events points calculator
This handy combined events points calculator lets you calculate scores for men's and women's decathlon, heptathlon, and pentathlon competitions. It also supports U20 (junior) events.
Kyle Garland
Kyle Garland recently set a new personal best of 8869 points in the decathlon at the 2025 USATF. At the 2022 USA Combined Events Championships in Fayetteville, Kyle Garland tallied 8720 points, breaking the NCAA decathlon record.