Ohbem

Ohbem is an optimized judgemental library that computes PvP rankings for Pokemon GO.

Features:

• Little cup/great league/ultra league rankings
• Multiple level caps (level 50/51)
• Customizable CP/level caps
• Evolutions support
• Mega evolutions support (including unreleased Mega)
• Tyrogue evolutions support
• Gender-locked evolutions support
• Unevolvable costumes support
• Tied PvP ranks (for example, 13/15/14 and 13/15/15 Talonflame are both UL rank 1 at L51, followed by 14/14/14 being UL rank 3)
• Functionally perfect support
• Optional built-in caching

Usage

Install it with npm.

npm install ohbem

# Optional dependencies:
# if you want to use the built in data fetcher to fetch from a known-safe/stable masterfile repo
npm install --save node-fetch
# if you want to generate fetch the latest masterfile from Pogo Data Generator (alternative to the option above)
npm install --save pogo-data-generator
# if you want to use cachingStrategy other than cpuHeavy
npm install --save lru-cache

Ohbem in action:

const Ohbem = require('ohbem');

// if you want to use built-in fetcher to grab the latest stable pokemon data
const pokemonData = await Ohbem.fetchPokemonData();
// if you want to install pogo-data-generator and use built-in fetcher
// const pokemonData = await Ohbem.fetchPokemonDataUnstable();

// construct an Ohbem -- you should reuse this object as much as possible since it holds a cache
const ohbem = new Ohbem({
    // all of the following options are optional and these (except for pokemonData) are the default values
    // read the documentation for more information
    leagues: {
        little: 500,
        great: 1500,
        // alternative format
        ultra: {
            little: false,
            cap: 2500,
        },
        // only detect functionally perfect IVs; caching does not apply
        master: null,
    },
    levelCaps: [50, 51],
    // The following field is required to use queryPvPRank
    // You can skip populating it if you only want to use other helper methods
    // Requires costume information
    pokemonData,
    // If you have installed lru-cache, uncomment the following to use caching:
    // cachingStrategy: Ohbem.cachingStrategies.balanced,
});
ohbem.queryPvPRank(
    /* pokemonId: */    605,
    /* form: */         0,
    /* costume: */      0,      // costume is used to check for evolutions. To skip this check, always pass 0
    /* gender: */       1,
    /* attack: */       1,
    /* defense: */      4,
    /* stamina: */      12,
    /* level: */        7,
);

This produces the following output:

{
  little: [
    { pokemon: 605, cap: 50, value: 320801, level: 14.5, cp: 494, percentage: 0.95123, rank: 548, capped: true }
  ],
  great: [
    { pokemon: 605, cap: 50, value: 1444316, level: 50, cp: 1348, percentage: 0.84457, rank: 3158 },
    { pokemon: 605, cap: 51, value: 1472627, level: 51, cp: 1364, percentage: 0.85568, rank: 3128 },
    { pokemon: 606, cap: 50, value: 1630080, level: 20, cp: 1483, percentage: 0.97364, rank: 384, capped: true }
  ],
  ultra: [
    { pokemon: 606, cap: 50, value: 3530858, level: 37, cp: 2484, percentage: 0.97604, rank: 512, capped: true }
  ]
}

Sample output detecting functionally perfect Talonflame:

ohbem.queryPvPRank(661, 0, 0, 1, 15, 15, 14, 1);
{
  little: [
    { pokemon: 661, cap: 50, value: 348805, level: 21.5, cp: 490, percentage: 0.89401, rank: 3287, capped: true }
  ],
  great: [
    { pokemon: 662, cap: 50, value: 1743985, level: 41.5, cp: 1493, percentage: 0.94736, rank: 1087 },
    { pokemon: 662, cap: 51, value: 1743985, level: 41.5, cp: 1493, percentage: 0.94736, rank: 1328 },
    { pokemon: 663, cap: 50, value: 1756548, level: 23.5, cp: 1476, percentage: 0.94144, rank: 2867, capped: true }
  ],
  ultra: [
    { pokemon: 663, cap: 51, value: 3851769, level: 50, cp: 2486, percentage: 0.99275, rank: 21 }
  ],
  master: [
    { pokemon: 661, level: 51, rank: 1, percentage: 1 },
    { pokemon: 663, level: 50, rank: 1, percentage: 1 },
    { pokemon: 663, level: 51, rank: 1, percentage: 1 }
  ]
}

Sample output showing top 5 ranked Elgyem with IV floor 0:

ohbem.calculateTopRanks(5, 605, 0, 0, 0);
{
  little: [
    { rank: 1, attack: 0, defense: 14, stamina: 15, cap: 50, value: 337248, level: 14, cp: 500, percentage: 1, capped: true },
    { rank: 2, attack: 0, defense: 15, stamina: 13, cap: 50, value: 335954, level: 14, cp: 500, percentage: 0.99616, capped: true },
    { rank: 3, attack: 0, defense: 13, stamina: 15, cap: 50, value: 334290, level: 14, cp: 498, percentage: 0.99123, capped: true },
    { rank: 4, attack: 1, defense: 15, stamina: 11, cap: 50, value: 333943, level: 14, cp: 500, percentage: 0.9902, capped: true },
    { rank: 5, attack: 1, defense: 12, stamina: 15, cap: 50, value: 333571, level: 14, cp: 499, percentage: 0.98909, capped: true }
  ],
  great: [
    { rank: 1, attack: 8, defense: 15, stamina: 15, cap: 50, value: 1710113, level: 50, cp: 1498, percentage: 1 },
    { rank: 2, attack: 11, defense: 15, stamina: 15, cap: 50, value: 1699358, level: 48.5, cp: 1500, percentage: 0.99371 },
    { rank: 3, attack: 7, defense: 15, stamina: 15, cap: 50, value: 1699151, level: 50, cp: 1489, percentage: 0.99359 },
    { rank: 4, attack: 10, defense: 15, stamina: 15, cap: 50, value: 1698809, level: 49, cp: 1500, percentage: 0.99339 },
    { rank: 5, attack: 9, defense: 15, stamina: 14, cap: 50, value: 1698192, level: 49.5, cp: 1494, percentage: 0.99303 },
    { rank: 5, attack: 9, defense: 15, stamina: 15, cap: 50, value: 1698192, level: 49.5, cp: 1499, percentage: 0.99303 },
    { rank: 1, attack: 6, defense: 15, stamina: 15, cap: 51, value: 1720993, level: 51, cp: 1497, percentage: 1 },
    { rank: 2, attack: 7, defense: 14, stamina: 15, cap: 51, value: 1717106, level: 51, cp: 1500, percentage: 0.99774 },
    { rank: 3, attack: 8, defense: 15, stamina: 15, cap: 51, value: 1710113, level: 50, cp: 1498, percentage: 0.99368 },
    { rank: 4, attack: 5, defense: 15, stamina: 15, cap: 51, value: 1709818, level: 51, cp: 1487, percentage: 0.99351 },
    { rank: 5, attack: 7, defense: 15, stamina: 15, cap: 51, value: 1709291, level: 50.5, cp: 1498, percentage: 0.9932 }
  ]
}

Output format

As demonstrated above, the output of queryPvPRank is an object mapping league names to an array. If no viable combinations are found for a specific league, i.e. if an empty array is to be returned, the key will not be present in the object. The array contains a list of combinations ordered by evolutions, then by temp evolutions, then by level caps, for example, Ralts, Kirlia, Gardevoir L50, Gardevoir L51, Mega Gardevoir, Gallade L50, Gallade L51, Mega Gallade.

Each combination is an object having the following field:

• pokemon: (HoloPokemonId)
• [form]: (PokemonDisplayProto.Form) This field will be unset if the value is FORM_UNSET = 0.
• [evolution]: (HoloTemporaryEvolutionId) This field will be unset if the value is TEMP_EVOLUTION_UNSET = 0.
• cap: (number) Level cap used for calculation. The actual level cap could be increased further without impacting the ranking. See capped.
• [capped]: (boolean) This indicates whether the combination is futureproof, i.e. increasing the level cap further will not change anything for this combination. You should not display cap in the UI if capped = true. This field will be unset if the value is false.
• level: (number) The level that the combination could be powered up to, with respect to both the CP cap of the league and the current level cap.
• cp: (number) CP of the combination when powered up.
• value: (number) Stat product of the combination when powered up, floored to an integer.
• percentage: (number) A number between 0 and 1 indicating its stats product percentage comparing to that of the rank 1 in the same conditions.

For functionally perfect, only the following fields are processed: pokemon, form, level, rank = 1, percentage = 1.

The output could be further filtered using a subset of level caps via Ohbem.filterLevelCaps. For example:

Ohbem.filterLevelCaps(ohbem.queryPvPRank(661, 0, 0, 1, 15, 15, 14, 1).great, [51]);
[
  { pokemon: 662, cap: 51, value: 1743985, level: 41.5, cp: 1493, percentage: 0.94736, rank: 1328 },
  { pokemon: 663, cap: 50, value: 1756548, level: 23.5, cp: 1476, percentage: 0.94144, rank: 2867, capped: true }
]

License

Apache 2.0