AimRank Algorithms API
The Algorithms API from AimRank — 5 operation(s) for algorithms.
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OpenAPI Specification
openapi: 3.2.0
info:
title: AimRank Algorithms API
description: Ranking-as-a-Service API — Turn binary comparisons into calibrated rankings with Glicko-2, Bradley-Terry, TrueSkill, and cross-domain transfer learning. Includes webhooks, API keys, RLHF exports, and embeddable widgets.
version: 4.12.0
tags:
- name: Algorithms
paths:
/api/v1/algorithms:
get:
tags:
- Algorithms
summary: List Algorithms
description: 'List all available rating algorithms.
Returns information about each algorithm''s capabilities.'
operationId: list_algorithms_api_v1_algorithms_get
responses:
'200':
description: Successful Response
content:
application/json:
schema:
items:
$ref: '#/components/schemas/api__routes__algorithms__AlgorithmInfo'
type: array
title: Response List Algorithms Api V1 Algorithms Get
/api/v1/algorithms/{algorithm_name}:
get:
tags:
- Algorithms
summary: Get Algorithm
description: Get detailed information about a specific algorithm.
operationId: get_algorithm_api_v1_algorithms__algorithm_name__get
parameters:
- name: algorithm_name
in: path
required: true
schema:
type: string
title: Algorithm Name
responses:
'200':
description: Successful Response
content:
application/json:
schema:
$ref: '#/components/schemas/api__routes__algorithms__AlgorithmInfo'
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/api/v1/algorithms/recommend:
get:
tags:
- Algorithms
summary: Recommend Algorithm
description: 'Get algorithm recommendation based on use case.
Analyzes your requirements and recommends the best algorithm
with reasoning and alternatives.'
operationId: recommend_algorithm_api_v1_algorithms_recommend_get
parameters:
- name: domain
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
description: Domain type (sports_1v1, products, content, etc.)
title: Domain
description: Domain type (sports_1v1, products, content, etc.)
- name: has_teams
in: query
required: false
schema:
type: boolean
description: Whether rankings involve teams
default: false
title: Has Teams
description: Whether rankings involve teams
- name: expected_comparisons
in: query
required: false
schema:
type: integer
description: Expected comparisons per entity
default: 10
title: Expected Comparisons
description: Expected comparisons per entity
- name: wants_uncertainty
in: query
required: false
schema:
type: boolean
description: Whether uncertainty tracking is desired
default: true
title: Wants Uncertainty
description: Whether uncertainty tracking is desired
- name: wants_simplicity
in: query
required: false
schema:
type: boolean
description: Whether simplicity is preferred
default: false
title: Wants Simplicity
description: Whether simplicity is preferred
responses:
'200':
description: Successful Response
content:
application/json:
schema:
$ref: '#/components/schemas/api__routes__algorithms__AlgorithmRecommendation'
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/api/v1/algorithms/recommend-for-ranking/{ranking_id}:
get:
tags:
- Algorithms
summary: Recommend For Ranking
description: 'Empirical algorithm recommendation for a *specific* ranking.
Combines the rule-based registry with backtesting on the ranking''s
actual vote history. If the ranking has fewer than 100 votes, falls
back to rule-based. If it has more, runs paired-bootstrap log-loss
comparison across {elo, glicko2, bradley_terry, openskill, elo_mmr}
and returns the empirically-best algorithm with statistical evidence.
This is the SOTA-aligned upgrade over /algorithms/recommend.'
operationId: recommend_for_ranking_api_v1_algorithms_recommend_for_ranking__ranking_id__get
parameters:
- name: ranking_id
in: path
required: true
schema:
type: string
title: Ranking Id
- name: domain
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
description: Domain hint (sports_1v1, products, etc.)
title: Domain
description: Domain hint (sports_1v1, products, etc.)
- name: has_teams
in: query
required: false
schema:
type: boolean
default: false
title: Has Teams
responses:
'200':
description: Successful Response
content:
application/json:
schema: {}
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
/api/v1/algorithms/compare:
get:
tags:
- Algorithms
summary: Compare Algorithms
description: 'Compare capabilities of algorithms.
Returns a comparison matrix for decision making.'
operationId: compare_algorithms_api_v1_algorithms_compare_get
parameters:
- name: algorithms
in: query
required: false
schema:
anyOf:
- type: string
- type: 'null'
description: Comma-separated algorithm names to compare
title: Algorithms
description: Comma-separated algorithm names to compare
responses:
'200':
description: Successful Response
content:
application/json:
schema:
$ref: '#/components/schemas/AlgorithmComparison'
'422':
description: Validation Error
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
components:
schemas:
HTTPValidationError:
properties:
detail:
items:
$ref: '#/components/schemas/ValidationError'
type: array
title: Detail
type: object
title: HTTPValidationError
api__routes__algorithms__AlgorithmInfo:
properties:
name:
type: string
title: Name
display_name:
type: string
title: Display Name
description:
type: string
title: Description
supports_uncertainty:
type: boolean
title: Supports Uncertainty
supports_volatility:
type: boolean
title: Supports Volatility
supports_teams:
type: boolean
title: Supports Teams
supports_draws:
type: boolean
title: Supports Draws
best_for:
items:
type: string
type: array
title: Best For
type: object
required:
- name
- display_name
- description
- supports_uncertainty
- supports_volatility
- supports_teams
- supports_draws
- best_for
title: AlgorithmInfo
api__routes__algorithms__AlgorithmRecommendation:
properties:
recommended:
type: string
title: Recommended
reason:
type: string
title: Reason
confidence:
type: number
title: Confidence
alternatives:
items:
additionalProperties: true
type: object
type: array
title: Alternatives
type: object
required:
- recommended
- reason
- confidence
- alternatives
title: AlgorithmRecommendation
ValidationError:
properties:
loc:
items:
anyOf:
- type: string
- type: integer
type: array
title: Location
msg:
type: string
title: Message
type:
type: string
title: Error Type
input:
title: Input
ctx:
type: object
title: Context
type: object
required:
- loc
- msg
- type
title: ValidationError
AlgorithmComparison:
properties:
algorithms:
items:
additionalProperties: true
type: object
type: array
title: Algorithms
features:
items:
type: string
type: array
title: Features
type: object
required:
- algorithms
- features
title: AlgorithmComparison
securitySchemes:
APIKeyHeader:
type: apiKey
in: header
name: X-API-Key