Round 13 · 1977

Circuit Park Zandvoort

Zandvoort, Netherlands · August 28, 1977 · Circuit History · Wikipedia

Kings of this circuit
The race, in perspective

Race debrief

What did we expect after qualifying—and who beat it?

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34 stored results 34/34 Elo snapshots 26/34 numbered grid slots 0/34 qualifying results
Elo × qualifying → race result

Did they beat the expectation?

A strong driver recovering from a poor qualifying position isn't automatically a surprise. This model estimates a finish from both inputs, then compares it with what happened.

Experimental · v1

Expected finish assumes a classified finish. DNFs stay in the full grid but receive no performance verdict. Qualifying is not the starting grid; grid differences are flagged, not silently substituted.

This race has insufficient earlier history: 0/20 races and 0/200 classified finishes with Elo and qualifying. Estimates are withheld.

0/34 entrants have an estimate. Missing Elo or qualifying stays visible below; a grid position is not used as a qualifying result.

Top 3

Beat the estimate

No comparable estimates available for this race yet.

Flop 3

Below the estimate

No comparable estimates available for this race yet.

0/34 entrants assessed. Up to three per side, ranked by expected minus actual finish. DNFs, missing estimates and gaps rounding to 0.0 are excluded. “Flop” means below the model's estimate—not poor driving. A ranked gap can still be inside the usual error range.

Full grid: pre-race Elo rank, qualifying position, estimated finish, actual result and difference from expectation. Positive differences mean finishing ahead of the estimate.
DriverPre-race EloQualifyingExpectedResultP1 ← position → P34vs expectedReading
N. LaudaFerrari #12413 No error range P1 Not assessedQualifying unavailable
J. LaffiteLigier #132175 No error range P2 Not assessedQualifying unavailable
J. ScheckterWolf #72225 No error range P3 Not assessedQualifying unavailable
E. FittipaldiFittipaldi #212097 No error range P4 Not assessedQualifying unavailable
P. TambayEnsign #242034 No error range DNFOut of fuel Not assessedQualifying unavailable
C. ReutemannFerrari #22340 No error range P6 Not assessedQualifying unavailable
H. StuckBrabham #32325 No error range P7 Not assessedQualifying unavailable
H. BinderPenske #162153 No error range P8 Not assessedQualifying unavailable
B. LungerMcLaren #182136 No error range P9 Not assessedQualifying unavailable
I. ScheckterMarch #261974 No error range P10 Not assessedQualifying unavailable
A. RibeiroMarch #311928 No error range P11 Not assessedQualifying unavailable
V. BrambillaSurtees #82218 No error range DNFAccident Not assessedQualifying unavailable
R. PatreseShadow #222089 No error range DNFEngine Not assessedQualifying unavailable
B. HentonBoro #321916 No error range DSQDisqualified Not assessedQualifying unavailable
J. JabouilleRenault #271974 No error range DNFSuspension Not assessedQualifying unavailable
G. NilssonTeam Lotus #92213 No error range DNFAccident Not assessedQualifying unavailable
A. JonesShadow #62243 No error range DNFEngine Not assessedQualifying unavailable
P. DepaillerTyrrell #152163 No error range DNFEngine Not assessedQualifying unavailable
R. PetersonTyrrell #112196 No error range DNFIgnition Not assessedQualifying unavailable
C. RegazzoniEnsign #232048 No error range DNFThrottle Not assessedQualifying unavailable
M. AndrettiTeam Lotus #122189 No error range DNFEngine Not assessedQualifying unavailable
R. KeeganHesketh #142168 No error range DNFAccident Not assessedQualifying unavailable
J. HuntMcLaren #52251 No error range DNFAccident Not assessedQualifying unavailable
J. JarierPenske #172138 No error range DNFIgnition Not assessedQualifying unavailable
J. WatsonBrabham #102198 No error range DNFOil leak Not assessedQualifying unavailable
J. MassMcLaren #42306 No error range DNFAccident Not assessedQualifying unavailable
P. NèveMarch #192115 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
A. MerzarioMarch #291950 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
V. SchuppanSurtees #202103 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
I. AshleyHesketh #341828 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
B. LungerMarch #301940 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
H. RebaqueHesketh #331863 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
T. PiletteBRM #281955 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
M. BleekemolenMarch #252000 Grid unnumbered No error range DNQDid not qualify Not assessedQualifying unavailable
How useful is the model? See the historical check

There is not enough earlier history for a rolling hold-out check yet.

The range scales the 80th percentile of earlier held-out absolute errors to this field size, rounding outward. It is an empirical error guide, not a guaranteed 80% chance for a particular driver. We require at least five checked races and 100 checked finishes before showing it.

Inputs are field-normalised Elo rank and qualifying position. The target is position among all race entries, trained only on classified finishers. Estimates are averages, not a unique predicted finishing order. Penalties, the circuit, weather, incidents and strategy aren't model inputs. Historical qualifying coverage is patchy; this is an exploratory backtest on corrected records, not proof of live forecasting accuracy.

The rating ledger

What changed in Elo?

These are actual rating changes. The expectation model above does not change Elo or fantasy scoring.

Largest Elo gain

Tambay+93.6 Elo

Largest Elo loss

Mass−95.2 Elo

Largest grid-to-finish gain

Scheckter+15 places

The bigger picture

Championship after this round

Top five in the stored standings. Points include sprint results where applicable.

  1. 1 Lauda 63pts 0
  2. 2 Scheckter 42pts 0
  3. 3 Reutemann 35pts 0
  4. 4 Andretti 32pts 0
  5. 5 Hunt 22pts 0

Movement since round 12. A dash means the earlier standing is unavailable.

Explore the season →
Across the garage

Teammate results

Two-driver constructor entries from this race. A result comparison, not an adjustment for strategy or reliability.

Brabham

StuckP7+13.1 Elo
WatsonDNF−64.9 Elo

Non-finish recorded; no finishing gap comparison.

Penske

BinderP8+46.5 Elo
JarierDNF−44.2 Elo

Non-finish recorded; no finishing gap comparison.

Shadow

PatreseDNF+32.9 Elo
JonesDNF−28.3 Elo

Non-finish recorded; no finishing gap comparison.

What this analysis can—and cannot—tell you

This debrief is calculated from stored results and rating snapshots. The experimental expectation model learns from earlier races only, using Elo rank and qualifying together; it never feeds back into Elo. It is not a separately reviewed race report.

Elo uses the result order, including retirements. It does not isolate driver skill from the car, reliability, penalties or strategy. Elo seed comparisons use pre-race ratings, never today's ratings. Equal ratings share the midpoint of their rank range (for example, tied first and second become seed 1.5).

Grid gains use numbered starting slots and classified finishes only. Zero or missing grid values are excluded; a position gained is not necessarily an overtake. Qualifying gaps use the latest segment both teammates have a valid time for, never Q1 against Q3.

Lap-by-lap pace, tyre stints, pit-stop execution and safety-car effects are not available in this report. Missing data is omitted, not inferred.

Read the Elo methodology →
34
Result Entries
Avg Elo
Highest Elo (Lauda)
24
Non-finishes

Race

Qualifying

# Driver Grid +/- Points Season Pts Season # Elo Change Elo
P1 🇦🇹 N.Lauda 4 +3 +9 63 P1 +33.0 2,446
P2 🇫🇷 J.Laffite 2 +6 16 P8 +76.3 2,252
P3 🇿🇦 J.Scheckter 15 +12 +4 42 P2 +58.5 2,283
P4 🇧🇷 E.Fittipaldi 17 +13 +3 11 P11 +83.9 2,181
DNF 🇫🇷 P.Tambay 12 +2 3 P17 +93.6 2,127
P6 🇦🇷 C.Reutemann 6 +1 35 P3 +16.0 2,356
P7 🇩🇪 H.Stuck 19 +12 0 12 P10 +13.1 2,338
P8 🇦🇹 H.Binder 18 +10 0 0 P24 +46.5 2,199
P9 🇺🇸 B.Lunger 20 +11 0 0 P26 +44.8 2,181
P10 🇿🇦 I.Scheckter 25 +15 0 0 P31 +78.1 2,052
P11 🇧🇷 A.Ribeiro 24 +13 0 0 P25 +82.0 2,010
DNF 🇮🇹 V.Brambilla 22 0 5 P16 +7.0 2,225
DNF 🇮🇹 R.Patrese 16 0 0 P28 +32.9 2,122
DSQ 🇬🇧 B.Henton 23 0 0 P32 +66.8 1,983
DNF 🇫🇷 J.Jabouille 10 0 0 P41 +48.6 2,022
DNF 🇸🇪 G.Nilsson 5 0 20 P6 -15.4 2,198
DNF 🇦🇺 A.Jones 13 0 12 P9 -28.3 2,215
DNF 🇫🇷 P.Depailler 11 0 10 P12 -15.2 2,148
DNF 🇸🇪 R.Peterson 7 0 6 P15 -29.0 2,167
DNF 🇨🇭 C.Regazzoni 9 0 1 P18 +1.7 2,050
DNF 🇺🇸 M.Andretti 1 0 32 P4 -39.1 2,150
DNF 🇬🇧 R.Keegan 26 0 0 P21 -39.9 2,128
DNF 🇬🇧 J.Hunt 3 0 22 P5 -65.5 2,185
DNF 🇫🇷 J.Jarier 21 0 1 P19 -44.2 2,094
DNF 🇬🇧 J.Watson 8 0 9 P13 -64.9 2,133
DNF 🇩🇪 J.Mass 14 0 18 P7 -95.2 2,211
DNQ 🇧🇪 P.Nève 0 0 0 P27 -56.1 2,059
DNQ 🇮🇹 A.Merzario 0 0 0 P38 -22.9 1,927
DNQ 🇦🇺 V.Schuppan 0 0 0 P22 -65.1 2,038
DNQ 🇬🇧 I.Ashley 0 0 0 P44 -11.6 1,816
DNQ 🇳🇱 B.Lunger 0 0 0 P40 -38.4 1,901
DNQ 🇲🇽 H.Rebaque 0 0 0 P42 -29.4 1,834
DNQ 🇧🇪 T.Pilette 0 0 0 P46 -53.4 1,902
DNQ 🇳🇱 M.Bleekemolen 0 0 0 P51 -69.4 1,931

Qualifying results are not available for this race.

Elo Changes