Group size estimator

How many trainers do I need to invite?

The Estimator is already "trainers of this attacker needed to finish inside the timer", so this page does not invent a number: it reads it off the boss's own ranked counter list for three realistic parties and re-simulates each of them at every level from 20 to 50.

Raid bossTierIVsWeatherFriendshipDodgingShadow attackersMega attackersLegendary attackers

Invite 1 to be safe — 1 if everyone is prepared

At level 40, a party of Psyduck's top six counters needs 0.72 trainers (round up: 1), and a mixed lobby of ranks 13-24 needs 0.89 (round up: 1). The raid timer is 180 seconds and one prepared trainer alone would take 2:07. A prepared solo becomes possible at level 25. A duo works from level 20.

Psyduck · Shadow Tier 3

water

Weak to

grasselectric

Boss CP: 9,087
Boss HP: 4,000
Raid timer: 180s
Party used: 6

Trainers needed, by attacker level

Scroll sideways for the mixed-lobby column.

Trainers needed to beat Psyduck at each attacker level
Attacker level	Six of the best counter	A prepared party	A mixed local group	Prepared solo time	Faints per timer
Level 20	1(0.95)	2(1.02)	2(1.26)	2:58	5.5
Level 25	1(0.84)	1(0.88)	2(1.09)	2:35	4.4
Level 30	1(0.76)	1(0.80)	1(0.97)	2:20	3.3
Level 35	1(0.71)	1(0.76)	1(0.93)	2:13	2.9
Level 40	1(0.68)	1(0.72)	1(0.89)	2:07	2.5
Level 45	1(0.64)	1(0.70)	1(0.86)	2:02	2.3
Level 50	1(0.62)	1(0.67)	1(0.83)	1:58	2.0

Whole trainers in bold, the raw estimator in brackets — 2.04 means two trainers is right on the line and three is comfortable.

Six of the best counter

Every trainer brings six copies of the single best counter — the theoretical floor.

1 trainer at level 40

Regieleki0.68

A prepared party

Each trainer brings the boss's top six counters, powered up and correctly TM'd.

1 trainer at level 40

Regieleki0.68
Kartana0.72
Thundurus (Therian)0.73
Zeraora0.73
Xurkitree0.72
Zekrom0.75

A mixed local group

Ranks 13-24: reasonable but unoptimised parties, which is what a public lobby usually is.

1 trainer at level 40

Roserade0.86
Meowscarada0.86
Kyurem (Black)0.86
Necrozma (Dawn Wings)0.88
Deoxys0.89
Magnezone0.89

The party these numbers assume

1. Regieleki

Lock-On + Thunder Cage

2. Kartana

Razor Leaf + Leaf Blade

3. Thundurus (Therian)

Volt Switch + Wildbolt Storm

4. Zeraora

Volt Switch + Plasma Fists

5. Xurkitree

Thunder Shock + Power Whip

6. Zekrom

Charge Beam + Fusion Bolt

See the full ranked counter list for Psyduck · check a real lobby (win chance, who brings what) · make a share card of the top six

How this is worked out

The boss is ranked once at level 40 with rankCached (the same memoised call /raids makes), then the three bands — rank 1, ranks 1-6, ranks 13-24 — are re-simulated at each attacker level with an 8-run Monte Carlo each. Holding the party fixed and moving only its level is deliberate: it answers "what if my party were level 20" rather than "what would a level-20 player's completely different party be", and it is about ten times cheaper than re-ranking every attacker seven times. The Estimator itself is Pokebattler's definition, time to win including rejoin time divided by the raid timer.