TOURNAMENT_RESULTS

> LEADERBOARD, SCORE MATRICES & ENVIRONMENT ANALYSIS

TOURNAMENT WINNER DECLARED

CONGRATULATIONS TO PYTHIA OF DELPHI!

Evaluated across five distinct strategic payoff environments, Pythia of Delphi achieved the highest total score of 27,873.4 points, demonstrating exceptional resilience and adaptive strength.

1ST PLACE

Pythia of Delphi

27,873.4 PTS

2nd-order Markov engine with exponential memory decay (`0.95`). Dominant in Inverted PD & All Bad.

2ND PLACE

AntiCoord_UniBonn

25,998.4 PTS

Anti-coordination specialist. Swept #1 in both Battle of Sexes and Volunteer's Dilemma.

3RD PLACE

Look at the Upshots!

20,288.6 PTS

High initial cooperation engine. Ranked #1 median scorer in Classical Prisoner's Dilemma.

[ GLOBAL STANDINGS ]

Overall Leaderboard

Combined scores accumulated across all 5 payoff matrix environments.

Rank	Strategy Name	Total Score	Best Environment	ENV Wins
1	Pythia of Delphi	27,873.4	Inverted PD & All Bad	2 ENVs
2	AntiCoord_UniBonn	25,998.4	Battle of Sexes & Volunteer's Dilemma	2 ENVs
3	Look at the Upshots!	20,288.6	Classical Prisoner's Dilemma	1 ENV
4	Gradient_Pressure	19,139.0	Inverted PD (#2)	0 ENVs
5	decaying_trust	8,231.4	Classical PD (#4)	0 ENVs
6	Zone_Adaptive_Pressure	6,995.2	Classical PD (#3)	0 ENVs

Overall Head-to-Head Score Matrix (Sum Across All 5 ENVs)

Cumulative points earned by Row Player vs Column Opponent across all 5 environments:

Player \ Opponent	AntiCoord	decaying	Gradient	Upshots	Pythia	Zone	Avg Score
Pythia of Delphi	15.52	9.79	15.23	11.80	15.00	3.37	11.78
AntiCoord_UniBonn	-3.52	11.77	10.94	11.01	12.69	5.61	8.09
Look at the Upshots!	17.85	-6.68	16.96	-0.33	13.77	-1.31	6.71
Gradient_Pressure	11.59	2.63	-0.03	10.40	10.47	3.20	6.37
decaying_trust	9.75	2.00	3.99	-6.66	3.64	5.78	3.09
Zone_Adaptive_Pressure	5.64	5.18	3.37	-2.83	2.63	2.03	2.67

↳ Found an error or discrepancy? Report an Issue

[ DATA VISUALIZATION ]

Total Score Breakdown Chart

Total points accumulated across all five strategic payoff environments.

[ MULTI-ENVIRONMENT COMPARISON ]

Median Score Across Payoff Environments

Comparing strategy median scores across CPD, BOS, VD, Inv_PD, and All_B.

ENVIRONMENT STANDINGS & SCORE MATRICES

> INDIVIDUAL PAYOFF TABLES & HEAD-TO-HEAD MATRICES

[ ENV 01 ]

Classical Prisoner's Dilemma (CPD)

Standard R=3, P=1, T=5, S=0 matrix. Evaluates mutual cooperation stability vs defection temptation.

1. Standings Table — CPD

Rank	Strategy Name	Median Score	Coop Rating	Wins	Initial C Rate	CC Rate	DD Rate
01	Look at the Upshots!	2.7496	3.14%	4	100%	2.39%	54.00%
02	Pythia of Delphi	2.7464	2.50%	4	100%	1.27%	54.24%
03	Zone_Adaptive_Pressure	1.8016	48.36%	1	100%	27.22%	39.90%
04	decaying_trust	1.7792	39.06%	2	100%	21.31%	48.04%
05	Gradient_Pressure	1.5660	75.22%	2	100%	24.46%	8.97%
06	AntiCoord_UniBonn	1.5312	67.06%	1	0%	8.78%	9.60%

2. Head-to-Head Score Matrix Table — CPD

Row Player points earned vs Column Opponent per round:

Player \ Opponent	AntiCoord	decaying	Gradient	Upshots	Pythia	Zone	Avg Score
AntiCoord_UniBonn	2.00	3.07	2.17	0.06	0.13	2.21	1.61
decaying_trust	1.71	2.58	2.36	1.06	1.05	2.66	1.90
Gradient_Pressure	2.64	2.41	2.99	0.15	0.12	2.76	1.84
Look at the Upshots!	4.94	1.05	4.84	2.90	1.06	1.89	2.78
Pythia of Delphi	4.84	1.13	4.86	1.04	3.00	1.85	2.79
Zone_Adaptive_Pressure	2.25	2.38	2.58	0.94	0.86	2.38	1.90

[ ENV 02 ]

Battle of Sexes (BOS)

Coordination game with asymmetric preferences. Tests strategy ability to establish turn-taking or resolution.

1. Standings Table — BOS

Rank	Strategy Name	Median Score	Coop Rating	Wins	Initial C Rate	CC Rate	DD Rate
01	AntiCoord_UniBonn	2.0232	48.65%	2	0%	9.74%	9.67%
02	Pythia of Delphi	1.9044	64.87%	2	100%	6.06%	10.79%
03	Look at the Upshots!	1.8876	2.74%	4	100%	2.06%	34.98%
04	Gradient_Pressure	1.5252	67.01%	2	100%	25.99%	8.40%
05	decaying_trust	1.0464	48.06%	2	100%	21.76%	35.02%
06	Zone_Adaptive_Pressure	0.9364	53.31%	3	100%	32.38%	29.84%

2. Head-to-Head Score Matrix Table — BOS

Row Player points earned vs Column Opponent per round:

Player \ Opponent	AntiCoord	decaying	Gradient	Upshots	Pythia	Zone	Avg Score
AntiCoord_UniBonn	0.00	1.95	2.01	2.00	2.93	1.26	1.69
decaying_trust	1.69	0.71	0.73	0.03	1.62	1.11	0.98
Gradient_Pressure	2.10	0.73	0.00	1.91	2.47	0.59	1.30
Look at the Upshots!	2.98	0.03	2.84	0.00	2.95	0.61	1.57
Pythia of Delphi	1.95	1.87	2.47	1.97	2.50	1.26	2.00
Zone_Adaptive_Pressure	1.28	1.06	0.56	0.42	1.30	0.76	0.90

[ ENV 03 ]

Volunteer's Dilemma (VD)

Public goods game. One player must volunteer to avoid mutual failure, rewarding strategic asymmetry.

1. Standings Table — VD

Rank	Strategy Name	Median Score	Coop Rating	Wins	Initial C Rate	CC Rate	DD Rate
01	AntiCoord_UniBonn	2.8936	48.22%	2	0%	8.81%	9.02%
02	Look at the Upshots!	2.7184	2.79%	4	100%	2.06%	34.72%
03	Gradient_Pressure	0.8820	67.70%	2	100%	23.58%	8.47%
04	Pythia of Delphi	0.7592	65.30%	2	100%	6.50%	10.34%
05	Zone_Adaptive_Pressure	-1.7656	54.30%	2	100%	32.69%	28.92%
06	decaying_trust	-2.0720	45.82%	3	100%	19.59%	33.50%

2. Head-to-Head Score Matrix Table — VD

Row Player points earned vs Column Opponent per round:

Player \ Opponent	AntiCoord	decaying	Gradient	Upshots	Pythia	Zone	Avg Score
AntiCoord_UniBonn	-5.52	4.08	2.16	-0.91	9.61	-0.47	1.49
decaying_trust	1.00	-2.90	0.02	-9.73	-0.66	0.68	-1.93
Gradient_Pressure	3.19	-1.96	-1.04	-1.06	4.41	-0.29	0.54
Look at the Upshots!	9.83	-9.75	9.26	-1.43	9.72	-5.31	2.05
Pythia of Delphi	-1.09	2.07	4.46	-0.97	4.50	-0.73	1.37
Zone_Adaptive_Pressure	-0.31	-0.09	-0.44	-7.55	-0.39	-1.33	-1.69

[ ENV 04 ]

Inverted Prisoner's Dilemma (Inv_PD)

Inverted reward structure rewarding mutual cooperation. Tests adaptive payoff detection capability.

1. Standings Table — Inv_PD

Rank	Strategy Name	Median Score	Coop Rating	Wins	Initial C Rate	CC Rate	DD Rate
01	Pythia of Delphi	3.3928	99.00%	4	100%	39.19%	0.30%
02	Gradient_Pressure	2.3736	73.95%	3	100%	41.35%	10.78%
03	AntiCoord_UniBonn	2.3324	48.47%	3	0%	9.43%	9.47%
04	Zone_Adaptive_Pressure	2.1064	61.49%	3	100%	43.71%	25.06%
05	decaying_trust	1.9520	36.23%	1	100%	20.10%	31.37%
06	Look at the Upshots!	1.1152	2.54%	0	100%	1.80%	35.24%

2. Head-to-Head Score Matrix Table — Inv_PD

Row Player points earned vs Column Opponent per round:

Player \ Opponent	AntiCoord	decaying	Gradient	Upshots	Pythia	Zone	Avg Score
AntiCoord_UniBonn	2.00	1.72	2.66	4.94	0.04	2.30	2.28
decaying_trust	3.02	2.17	1.87	2.96	0.08	1.81	1.99
Gradient_Pressure	2.19	2.23	1.01	4.80	1.03	1.59	2.14
Look at the Upshots!	0.06	2.97	0.11	1.10	0.05	2.37	1.11
Pythia of Delphi	4.94	4.83	1.02	4.91	2.50	1.24	3.24
Zone_Adaptive_Pressure	2.20	2.06	1.84	3.32	0.97	2.14	2.09

[ ENV 05 ]

All Bad (All_B)

Hostile payoff matrix with negative returns. Tests strategy resilience and damage mitigation.

1. Standings Table — All_B

Rank	Strategy Name	Median Score	Coop Rating	Wins	Initial C Rate	CC Rate	DD Rate
01	Pythia of Delphi	2.3544	69.54%	2	100%	13.24%	5.92%
02	AntiCoord_UniBonn	1.6188	48.32%	3	0%	8.83%	8.86%
03	Gradient_Pressure	1.2892	65.43%	3	100%	23.95%	9.75%
04	decaying_trust	0.2776	50.36%	2	100%	23.75%	33.34%
05	Zone_Adaptive_Pressure	-0.1216	57.80%	4	100%	35.94%	26.30%
06	Look at the Upshots!	-0.3892	3.18%	0	100%	2.42%	34.70%

2. Head-to-Head Score Matrix Table — All_B

Row Player points earned vs Column Opponent per round:

Player \ Opponent	AntiCoord	decaying	Gradient	Upshots	Pythia	Zone	Avg Score
AntiCoord_UniBonn	-2.00	0.95	1.94	4.92	-0.02	0.31	1.02
decaying_trust	2.33	-0.56	-0.99	-0.98	1.55	-0.48	0.15
Gradient_Pressure	1.47	-0.78	-2.99	4.60	2.44	-1.45	0.55
Look at the Upshots!	0.04	-0.98	-0.09	-2.90	-0.01	-0.87	-0.80
Pythia of Delphi	4.88	-0.11	2.42	4.85	2.50	-0.25	2.38
Zone_Adaptive_Pressure	0.22	-0.23	-1.17	0.04	-0.11	-1.92	-0.53

[ CODE RELEASE ANNOUNCEMENT ]

Strategy & Platform Code Release

The complete codebase for all submitted participant strategies along with the full Iteron tournament execution engine will be made publicly available soon. Stay tuned for open repository access!

[ RESEARCH & FUTURE ANALYTICS ]

Additional Inferences & Insights

Further strategic write-ups, mathematical inferences, and comparative environment behavior breakdowns may be released on this portal in future updates for academic and research exploration.

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