> ## Documentation Index
> Fetch the complete documentation index at: https://docs.aireserve.com/llms.txt
> Use this file to discover all available pages before exploring further.

# List GPU offers

> What AI Reserve can provide right now, one row per accelerator at the requested GPU count, folded across every backing provider: best stock, lowest in-stock running price, regions with stock, and the capabilities at least one in-stock location supports. A capability that is false here (for example `persistentVolumes`) cannot be requested for that GPU right now, so clients grey the control instead of letting a launch fail. Nothing is reserved and no provider is named. Requires compute `read` access.



## OpenAPI

````yaml /api-reference/openapi.json get /v1/gpu/offers
openapi: 3.0.3
info:
  title: AI Reserve Gateway API
  description: >-
    The AI Reserve API surface — OpenAI-compatible chat completions,
    Anthropic-compatible messages, Bedrock Converse, images, video, files,
    text-to-speech, realtime voice sessions, provider-hidden GPU infrastructure,
    and fine-tuning — all behind one endpoint and one API key.
  version: 1.0.0
servers:
  - url: https://api.aireserve.com
security:
  - bearerAuth: []
tags:
  - name: Customers
    description: >-
      Per-end-customer usage, cost, and billable amounts for organizations that
      tag requests with their own customers.
  - name: GPU Infrastructure
    description: >-
      Provision and manage provider-hidden GPU instances. The recommended
      Instances API accepts workload requirements and an hourly price ceiling;
      AI Reserve handles provider placement internally. Every mutation is
      asynchronous and returns an operation to poll.
  - name: Customer keys
    description: >-
      Mint, list, and revoke API keys pinned to your own end customers (and
      their organizations), so spend splits per customer without per-request
      tagging.
  - name: AWS CLI login
    description: >-
      Browser-authorization endpoints consumed by `aws login --profile …` (AWS
      CLI v2.32.0+). All three routes are unauthenticated — the caller has no
      credential until `/v1/token` succeeds.
  - name: Fine-tuning
    description: >-
      Fine-tune open models on your own data. Data lives in an S3 bucket inside
      your organization's AWS hub account; you name a base, LoRA or full, a
      price ceiling and how the result must be servable, and AI Reserve places
      the run on a backend internally. The result is a model in your bucket you
      can deploy or download.
paths:
  /v1/gpu/offers:
    get:
      tags:
        - GPU Infrastructure
      summary: List GPU offers
      description: >-
        What AI Reserve can provide right now, one row per accelerator at the
        requested GPU count, folded across every backing provider: best stock,
        lowest in-stock running price, regions with stock, and the capabilities
        at least one in-stock location supports. A capability that is false here
        (for example `persistentVolumes`) cannot be requested for that GPU right
        now, so clients grey the control instead of letting a launch fail.
        Nothing is reserved and no provider is named. Requires compute `read`
        access.
      operationId: listGpuOffers
      parameters:
        - name: count
          in: query
          required: false
          description: GPUs per instance (default 1). Stock is read per count.
          schema:
            type: integer
            minimum: 1
            maximum: 16
        - name: region
          in: query
          required: false
          description: Only stock in this normalized region.
          schema:
            type: string
            enum:
              - north_america
              - united_states
              - canada
              - europe
              - asia_pacific
              - oceania
        - name: accelerator
          in: query
          required: false
          description: Only this accelerator; default every accelerator.
          schema:
            type: string
            enum:
              - A40_48GB
              - A100_80GB
              - H100_80GB
              - H100_NVL_94GB
              - H200_141GB
              - B200_180GB
              - B300_288GB
              - L40_48GB
              - L40S_48GB
              - RTX_2000_ADA_16GB
              - RTX_4000_ADA_20GB
              - RTX_6000_ADA_48GB
              - RTX_A5000_24GB
              - RTX_PRO_4000_24GB
              - RTX_PRO_4500_32GB
              - RTX_PRO_6000_96GB
              - RTX_PRO_6000_MIG_24GB
              - RTX_PRO_6000_MIG_48GB
              - MI300X_192GB
        - name: diskGb
          in: query
          required: false
          description: Root disk the price includes (default 50).
          schema:
            type: integer
            minimum: -9007199254740991
            maximum: 9007199254740991
        - name: persistentGb
          in: query
          required: false
          description: >-
            Size of a persistent volume the launch would create;
            `persistentVolumes` then reflects where one of that size can be
            hosted and priced.
          schema:
            type: integer
            minimum: -9007199254740991
            maximum: 9007199254740991
      responses:
        '200':
          description: Priced. The request can be launched as quoted.
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    type: array
                    items:
                      type: object
                      properties:
                        accelerator:
                          type: string
                          description: >-
                            Provider-independent accelerator model, e.g.
                            `H100_80GB`. Pass as `accelerator` to quote or
                            launch.
                        label:
                          type: string
                        memoryGb:
                          type: integer
                          minimum: -9007199254740991
                          maximum: 9007199254740991
                          description: Memory per GPU in GB.
                        manufacturer:
                          type: string
                          enum:
                            - NVIDIA
                            - AMD
                        count:
                          type: integer
                          minimum: -9007199254740991
                          maximum: 9007199254740991
                          description: GPUs per instance this offer was read for.
                        availability:
                          type: string
                          enum:
                            - NONE
                            - LOW
                            - MEDIUM
                            - HIGH
                            - UNKNOWN
                          description: >-
                            Best stock across every eligible location. `NONE`
                            means the platform cannot provide this right now.
                        fromUsdPerHour:
                          nullable: true
                          description: >-
                            Lowest in-stock running price (GPU + root disk) at
                            this count; null when nothing is in stock.
                          type: string
                          pattern: ^\d+(?:\.\d{1,6})?$
                        regions:
                          type: array
                          items:
                            type: string
                          description: >-
                            Normalized regions with stock. Empty when stock is
                            in a location without a public region.
                        capabilities:
                          type: object
                          properties:
                            start:
                              type: boolean
                            stop:
                              type: boolean
                            restart:
                              type: boolean
                            ssh:
                              type: boolean
                            logs:
                              type: boolean
                            persistentVolumes:
                              type: boolean
                            stopPreservesRootDisk:
                              type: boolean
                          required:
                            - start
                            - stop
                            - restart
                            - ssh
                            - logs
                            - persistentVolumes
                            - stopPreservesRootDisk
                          additionalProperties: false
                          description: >-
                            What at least one in-stock location can do. A client
                            greys a control exactly when its capability is false
                            here: `persistentVolumes` false means no persistent
                            storage can be created or mounted with this GPU
                            right now.
                      required:
                        - accelerator
                        - label
                        - memoryGb
                        - manufacturer
                        - count
                        - availability
                        - fromUsdPerHour
                        - regions
                        - capabilities
                      additionalProperties: false
                      description: >-
                        What AI Reserve can provide for one accelerator at one
                        count, folded across every backing provider. Never names
                        a provider.
                  nextCursor:
                    description: Pass as `?cursor=` to fetch the next page.
                    type: string
                required:
                  - data
                additionalProperties: false
        '400':
          description: Invalid request, missing Idempotency-Key, or schema violation.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
        '401':
          description: Missing or invalid API key.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
        '402':
          description: >-
            Wallet not enabled or not funded (`insufficient_funds`,
            `storage_delinquent`).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
        '403':
          description: Key lacks the required compute access (`read` or `manage`).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
        '404':
          description: Resource not found or owned by another organization.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
        '409':
          description: >-
            `no_capacity` with `details` (see `ComputeNoCapacityDetails`): why
            nothing can be placed and what would work; or `volume_in_use` when
            the named volume is not ready or already attached.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
        '503':
          description: Compute disabled or provider unavailable.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ComputeError'
      security:
        - bearerAuth: []
        - apiKeyAuth: []
components:
  schemas:
    ComputeError:
      type: object
      properties:
        error:
          type: object
          properties:
            message:
              type: string
            type:
              type: string
              enum:
                - invalid_request_error
                - authentication_error
                - permission_error
                - server_error
            param:
              nullable: true
              type: string
            code:
              type: string
              description: >-
                Machine-readable Compute error code, e.g. `quote_expired`,
                `price_changed`, `operation_conflict`, `no_capacity`,
                `volume_in_use`, `insufficient_funds`,
                `compute_access_required`, `not_found`.
            details:
              description: >-
                Machine-readable context for some codes. For `no_capacity` see
                `ComputeNoCapacityDetails`.
              type: object
              additionalProperties: {}
          required:
            - message
            - type
            - param
            - code
          additionalProperties: false
      required:
        - error
      additionalProperties: false
      description: OpenAI-shaped error envelope returned on every 4xx/5xx.
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: >-
        Your AI Reserve API key (aireserve_api_…) from the API Keys page in the
        portal (https://portal.aireserve.com/keys).
    apiKeyAuth:
      type: apiKey
      in: header
      name: x-api-key
      description: The same API key sent as an `x-api-key` header.

````

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