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

# LLM API Cost Calculator

> Estimate the USD cost of an LLM API workload from input/output token counts and daily call volume, using published per-model list prices — with per-call, per-day, per-month and per-year projections and a side-by-side model comparison.

[Try LLM API Cost Calculator in your browser →](https://iotools.cloud/tool/llm-api-cost-calculator/)



## OpenAPI

````yaml https://api.iotools.cloud/v1/openapi post /v1/tool/llm-api-cost-calculator
openapi: 3.1.0
info:
  title: iotools.cloud API
  version: 1.0.0
  description: >-
    Run any iotools.cloud tool over HTTP.


    Authenticate with `Authorization: Bearer iot_live_…`.


    **Only `POST /v1/tool/{slug}` costs credits.** Every GET here — the catalog,
    a tool's schema, your balance — is free. A tool call is charged its own
    weight or your plan's per-call minimum, whichever is larger;
    `x-iotools-credit-cost` on each operation is quoted at the free-tier
    minimum, and `GET /v1/tools/list` returns the exact figure for your key.
    `GET /v1/me/credits` reports what you have left, and `GET /v1/me/usage`
    reports what it went on.


    Failures are RFC 9457 problem documents — branch on `code`.
servers:
  - url: https://api.iotools.cloud
    description: Production
security:
  - bearerAuth: []
tags:
  - name: Catalog
    description: Find a tool and read its contract. Free.
  - name: Converters
    description: >-
      Convert between formats, encodings, and units — Base64, CSV and JSON,
      timestamps, and more. Fast, free, and processed right in your browser.
  - name: Formatters
    description: >-
      Format, beautify, minify, and validate code and data — JSON, HTML, CSS,
      SQL, and regex. Clean up messy input in one click, with nothing to upload.
  - name: Generators
    description: >-
      Generate exactly what you need and on demand — passwords, UUIDs, QR codes,
      hashes, random numbers, and more. Secure, instant, and free.
  - name: Calculators
    description: >-
      Crunch the numbers fast — from everyday math to specialized conversions
      and unit work. Free online calculators that run entirely in your browser.
  - name: Editors
    description: >-
      Edit and transform text, code, and images with quick, focused editors that
      run entirely in your browser — nothing to install, and no sign-up needed.
  - name: Utilities
    description: >-
      Everyday developer and web utilities — DNS and IP lookups, redirect and
      certificate checkers, and other quick diagnostics. Free and
      privacy-friendly.
  - name: Account
    description: Your key's allowance, limits and usage history.
paths:
  /v1/tool/llm-api-cost-calculator:
    post:
      tags:
        - Calculators
      summary: LLM API Cost Calculator
      description: >-
        Estimate the USD cost of an LLM API workload from input/output token
        counts and daily call volume, using published per-model list prices —
        with per-call, per-day, per-month and per-year projections and a
        side-by-side model comparison.


        [Try LLM API Cost Calculator in your browser
        →](https://iotools.cloud/tool/llm-api-cost-calculator/)
      operationId: run_llm_api_cost_calculator
      requestBody:
        required: false
        content:
          application/json:
            schema:
              type: object
              properties:
                inputTokens:
                  type: number
                  description: Input Tokens
                  minimum: 0
                  maximum: 10000000
                outputTokens:
                  type: number
                  description: Output Tokens
                  minimum: 0
                  maximum: 10000000
                callsPerDay:
                  type: number
                  description: Calls / Day
                  minimum: 0
                  maximum: 10000000
                model:
                  enum:
                    - gpt-4o
                    - gpt-4o-mini
                    - gpt-4-turbo
                    - gpt-4
                    - gpt-3.5-turbo
                    - o1
                    - o1-mini
                    - claude-3-5-sonnet
                    - claude-3-opus
                    - claude-3-haiku
                    - gemini-1-5-pro
                    - gemini-1-5-flash
                    - llama-3-1-405b
                    - llama-3-1-70b
                    - llama-3-1-8b
                  description: Model
                pricingMode:
                  enum:
                    - realtime
                    - batch
                  description: Pricing Mode
              required: []
            examples:
              gpt_4o_1000_in_500_out_1000_calls_day_real_time:
                summary: GPT-4o · 1000 in / 500 out · 1000 calls/day (real-time)
                value:
                  inputTokens: '1000'
                  outputTokens: '500'
                  callsPerDay: '1000'
                  model: gpt-4o
                  pricingMode: realtime
              gpt_4o_batch_pricing_50_off:
                summary: GPT-4o · batch pricing (50% off)
                value:
                  inputTokens: '1000'
                  outputTokens: '500'
                  callsPerDay: '1000'
                  model: gpt-4o
                  pricingMode: batch
      responses:
        '200':
          description: Tool output
          content:
            application/json:
              examples:
                gpt_4o_1000_in_500_out_1000_calls_day_real_time:
                  summary: GPT-4o · 1000 in / 500 out · 1000 calls/day (real-time)
                  value:
                    tool: llm-api-cost-calculator
                    tool_version: 1.0.1
                    outputs:
                      breakdown:
                        - metric: Input cost / call
                          value: $0.002500
                        - metric: Output cost / call
                          value: $0.005000
                        - metric: Cost / call
                          value: $0.007500
                        - metric: Cost / day
                          value: $7.50
                        - metric: Cost / month
                          value: $228.28
                        - metric: Cost / year
                          value: $2,739
                      comparison:
                        - model: GPT-4o
                          provider: OpenAI
                          in-out-1m: $2.50 / $10.00
                          per-call: $0.007500
                          per-day: $7.50
                          per-month: $228.28
                        - model: GPT-4o mini
                          provider: OpenAI
                          in-out-1m: $0.1500 / $0.6000
                          per-call: $0.000450
                          per-day: $0.4500
                          per-month: $13.70
                        - model: GPT-4 Turbo
                          provider: OpenAI
                          in-out-1m: $10.00 / $30.00
                          per-call: $0.0250
                          per-day: $25.00
                          per-month: $760.94
                        - model: GPT-4
                          provider: OpenAI
                          in-out-1m: $30.00 / $60.00
                          per-call: $0.0600
                          per-day: $60.00
                          per-month: $1,826
                        - model: GPT-3.5 Turbo
                          provider: OpenAI
                          in-out-1m: $0.5000 / $1.50
                          per-call: $0.001250
                          per-day: $1.25
                          per-month: $38.05
                        - model: o1
                          provider: OpenAI
                          in-out-1m: $15.00 / $60.00
                          per-call: $0.0450
                          per-day: $45.00
                          per-month: $1,370
                        - model: o1-mini
                          provider: OpenAI
                          in-out-1m: $3.00 / $12.00
                          per-call: $0.009000
                          per-day: $9.00
                          per-month: $273.94
                        - model: Claude 3.5 Sonnet
                          provider: Anthropic
                          in-out-1m: $3.00 / $15.00
                          per-call: $0.0105
                          per-day: $10.50
                          per-month: $319.59
                        - model: Claude 3 Opus
                          provider: Anthropic
                          in-out-1m: $15.00 / $75.00
                          per-call: $0.0525
                          per-day: $52.50
                          per-month: $1,598
                        - model: Claude 3 Haiku
                          provider: Anthropic
                          in-out-1m: $0.2500 / $1.25
                          per-call: $0.000875
                          per-day: $0.8750
                          per-month: $26.63
                        - model: Gemini 1.5 Pro
                          provider: Google
                          in-out-1m: $1.25 / $5.00
                          per-call: $0.003750
                          per-day: $3.75
                          per-month: $114.14
                        - model: Gemini 1.5 Flash
                          provider: Google
                          in-out-1m: $0.0750 / $0.3000
                          per-call: $0.000225
                          per-day: $0.2250
                          per-month: $6.85
                        - model: Llama 3.1 405B
                          provider: Meta
                          in-out-1m: $3.00 / $3.00
                          per-call: $0.004500
                          per-day: $4.50
                          per-month: $136.97
                        - model: Llama 3.1 70B
                          provider: Meta
                          in-out-1m: $0.8800 / $0.8800
                          per-call: $0.001320
                          per-day: $1.32
                          per-month: $40.18
                        - model: Llama 3.1 8B
                          provider: Meta
                          in-out-1m: $0.1800 / $0.1800
                          per-call: $0.000270
                          per-day: $0.2700
                          per-month: $8.22
                    credits_used: 3
                    credits_remaining: null
                gpt_4o_batch_pricing_50_off:
                  summary: GPT-4o · batch pricing (50% off)
                  value:
                    tool: llm-api-cost-calculator
                    tool_version: 1.0.1
                    outputs:
                      breakdown:
                        - metric: Input cost / call
                          value: $0.001250
                        - metric: Output cost / call
                          value: $0.002500
                        - metric: Cost / call
                          value: $0.003750
                        - metric: Cost / day
                          value: $3.75
                        - metric: Cost / month
                          value: $114.14
                        - metric: Cost / year
                          value: $1,370
                      comparison:
                        - model: GPT-4o
                          provider: OpenAI
                          in-out-1m: $1.25 / $5.00
                          per-call: $0.003750
                          per-day: $3.75
                          per-month: $114.14
                        - model: GPT-4o mini
                          provider: OpenAI
                          in-out-1m: $0.0750 / $0.3000
                          per-call: $0.000225
                          per-day: $0.2250
                          per-month: $6.85
                        - model: GPT-4 Turbo
                          provider: OpenAI
                          in-out-1m: $5.00 / $15.00
                          per-call: $0.0125
                          per-day: $12.50
                          per-month: $380.47
                        - model: GPT-4
                          provider: OpenAI
                          in-out-1m: $15.00 / $30.00
                          per-call: $0.0300
                          per-day: $30.00
                          per-month: $913.13
                        - model: GPT-3.5 Turbo
                          provider: OpenAI
                          in-out-1m: $0.2500 / $0.7500
                          per-call: $0.000625
                          per-day: $0.6250
                          per-month: $19.02
                        - model: o1
                          provider: OpenAI
                          in-out-1m: $7.50 / $30.00
                          per-call: $0.0225
                          per-day: $22.50
                          per-month: $684.84
                        - model: o1-mini
                          provider: OpenAI
                          in-out-1m: $1.50 / $6.00
                          per-call: $0.004500
                          per-day: $4.50
                          per-month: $136.97
                        - model: Claude 3.5 Sonnet
                          provider: Anthropic
                          in-out-1m: $1.50 / $7.50
                          per-call: $0.005250
                          per-day: $5.25
                          per-month: $159.80
                        - model: Claude 3 Opus
                          provider: Anthropic
                          in-out-1m: $7.50 / $37.50
                          per-call: $0.0262
                          per-day: $26.25
                          per-month: $798.98
                        - model: Claude 3 Haiku
                          provider: Anthropic
                          in-out-1m: $0.1250 / $0.6250
                          per-call: $0.000438
                          per-day: $0.4375
                          per-month: $13.32
                        - model: Gemini 1.5 Pro
                          provider: Google
                          in-out-1m: $0.6250 / $2.50
                          per-call: $0.001875
                          per-day: $1.88
                          per-month: $57.07
                        - model: Gemini 1.5 Flash
                          provider: Google
                          in-out-1m: $0.0375 / $0.1500
                          per-call: $0.000112
                          per-day: $0.1125
                          per-month: $3.42
                        - model: Llama 3.1 405B
                          provider: Meta
                          in-out-1m: $3.00 / $3.00
                          per-call: $0.004500
                          per-day: $4.50
                          per-month: $136.97
                        - model: Llama 3.1 70B
                          provider: Meta
                          in-out-1m: $0.8800 / $0.8800
                          per-call: $0.001320
                          per-day: $1.32
                          per-month: $40.18
                        - model: Llama 3.1 8B
                          provider: Meta
                          in-out-1m: $0.1800 / $0.1800
                          per-call: $0.000270
                          per-day: $0.2700
                          per-month: $8.22
                    credits_used: 3
                    credits_remaining: null
              schema:
                type: object
                required:
                  - tool
                  - tool_version
                  - outputs
                  - credits_used
                  - credits_remaining
                properties:
                  outputs:
                    type: object
                    properties:
                      breakdown:
                        type: array
                        description: Cost breakdown
                        items:
                          type: object
                          properties:
                            metric:
                              type: string
                              description: Metric
                            value:
                              type: string
                              description: Value
                        x-iotools-columns:
                          - metric
                          - value
                      comparison:
                        type: array
                        description: Model comparison
                        items:
                          type: object
                          properties:
                            model:
                              type: string
                              description: Model
                            provider:
                              type: string
                              description: Provider
                            in-out-1m:
                              type: string
                              description: In / Out ($/1M)
                            per-call:
                              type: string
                              description: Per Call
                            per-day:
                              type: string
                              description: Per Day
                            per-month:
                              type: string
                              description: Per Month
                        x-iotools-columns:
                          - model
                          - provider
                          - in-out-1m
                          - per-call
                          - per-day
                          - per-month
                  tool:
                    type: string
                    description: The tool's slug, echoing the {slug} in the request path.
                  tool_version:
                    type: string
                    description: Output-contract version for this tool.
                  credits_used:
                    type: integer
                    description: >-
                      Credits this call consumed, after any settlement refund. 0
                      when metering is disabled.
                  credits_remaining:
                    type:
                      - integer
                      - 'null'
                    description: >-
                      Credits left in the current monthly allowance, or null
                      when metering is disabled.
                  request_id:
                    type: string
                    description: Correlation id, also sent as x-request-id.
        '400':
          $ref: '#/components/responses/ValidationError'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '402':
          $ref: '#/components/responses/InsufficientCredits'
        '403':
          $ref: '#/components/responses/ToolNotAllowed'
        '404':
          $ref: '#/components/responses/ToolNotFound'
        '413':
          $ref: '#/components/responses/PayloadTooLarge'
        '429':
          $ref: '#/components/responses/RateLimited'
        '500':
          $ref: '#/components/responses/ToolFailed'
        '503':
          $ref: '#/components/responses/ToolDisabled'
      security:
        - bearerAuth: []
components:
  responses:
    ValidationError:
      description: Invalid request.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/validation_error
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Invalid request
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - validation_error
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
              fields:
                type:
                  - object
                  - string
                additionalProperties:
                  type: string
                description: >-
                  What failed: a map of field name → message. Absent when the
                  body itself is malformed; a single string when the failure
                  isn't tied to one field.
          example:
            type: https://iotools.cloud/docs/errors/validation_error
            title: Invalid request
            status: 400
            code: validation_error
            detail: One or more inputs are invalid — see `fields`.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
            fields:
              inputString: Required
    Unauthorized:
      description: Missing or invalid API key.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/invalid_api_key
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Invalid API key
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - invalid_api_key
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
          example:
            type: https://iotools.cloud/docs/errors/invalid_api_key
            title: Invalid API key
            status: 401
            code: invalid_api_key
            detail: 'Provide ''Authorization: Bearer <key>''.'
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
    InsufficientCredits:
      description: Monthly credit allowance exhausted.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/insufficient_credits
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Insufficient credits
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - insufficient_credits
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
              credits_used:
                type: integer
                description: Always 0 — a refused call charges nothing.
              credits_remaining:
                type: integer
                description: Credits left in the allowance — fewer than this call costs.
          example:
            type: https://iotools.cloud/docs/errors/insufficient_credits
            title: Insufficient credits
            status: 402
            code: insufficient_credits
            detail: This call costs 1 credit and 0 remain in this month's allowance.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
            credits_used: 0
            credits_remaining: 0
    ToolNotAllowed:
      description: Tool exists but has no API surface.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/tool_not_allowed
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Tool not available over the API
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - tool_not_allowed
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
          example:
            type: https://iotools.cloud/docs/errors/tool_not_allowed
            title: Tool not available over the API
            status: 403
            code: tool_not_allowed
            detail: >-
              "Background Remover" is available on iotools.cloud but has no API
              endpoint.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
    ToolNotFound:
      description: No such tool.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/tool_not_found
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Tool not found
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - tool_not_found
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
          example:
            type: https://iotools.cloud/docs/errors/tool_not_found
            title: Tool not found
            status: 404
            code: tool_not_found
            detail: No tool with that slug. See GET /v1/tools/list.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
    PayloadTooLarge:
      description: Body too large.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/payload_too_large
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Payload too large
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - payload_too_large
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
          example:
            type: https://iotools.cloud/docs/errors/payload_too_large
            title: Payload too large
            status: 413
            code: payload_too_large
            detail: Request body exceeds this tool's size limit.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
    RateLimited:
      description: Per-minute rate limit exceeded.
      headers:
        Retry-After:
          description: Seconds to wait before retrying (RFC 9110 delta-seconds).
          schema:
            type: integer
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/rate_limited
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Rate limit exceeded
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - rate_limited
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
              retry_after:
                type: integer
                description: >-
                  Seconds until the window resets — the same value as the
                  `Retry-After` header.
          example:
            type: https://iotools.cloud/docs/errors/rate_limited
            title: Rate limit exceeded
            status: 429
            code: rate_limited
            detail: Too many requests. Retry in 30s.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
            retry_after: 30
    ToolFailed:
      description: Tool failed to run.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/processing_error
                  - https://iotools.cloud/docs/errors/internal_error
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Tool failed to run
                  - Internal error
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - processing_error
                  - internal_error
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
              credits_used:
                type: integer
                description: >-
                  Always 0 on `processing_error` — a failed run is refunded,
                  floor included.
              credits_remaining:
                type: integer
                description: >-
                  Credits left after the refund. Absent when metering is
                  disabled.
          example:
            type: https://iotools.cloud/docs/errors/processing_error
            title: Tool failed to run
            status: 500
            code: processing_error
            detail: The tool failed to run. Please try again.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
            credits_used: 0
    ToolDisabled:
      description: Tool temporarily disabled.
      content:
        application/problem+json:
          schema:
            type: object
            description: >-
              RFC 9457 problem document, served as application/problem+json.
              Branch on `code`; `title` is human prose and may be reworded
              without notice. Some failures add extension members — `fields` on
              validation errors, `retry_after` on 429s,
              `credits_used`/`credits_remaining` on billing-adjacent failures —
              documented on the responses that carry them.
            required:
              - type
              - title
              - status
              - code
            properties:
              type:
                type: string
                format: uri
                description: Stable documentation URI for this failure.
                examples:
                  - https://iotools.cloud/docs/errors/tool_disabled
                  - https://iotools.cloud/docs/errors/api_unconfigured
              title:
                type: string
                description: Short human-readable summary of the failure.
                examples:
                  - Tool temporarily disabled
                  - API not configured
              status:
                type: integer
                description: HTTP status code, matching the response's own status.
              code:
                type: string
                description: >-
                  Stable machine-readable error code — branch on this, not
                  `title`.
                enum:
                  - tool_disabled
                  - api_unconfigured
              detail:
                type: string
                description: Human explanation of this occurrence.
              request_id:
                type: string
                description: Correlation id, also sent as x-request-id.
          example:
            type: https://iotools.cloud/docs/errors/tool_disabled
            title: Tool temporarily disabled
            status: 503
            code: tool_disabled
            detail: This tool is temporarily unavailable. Try again shortly.
            request_id: e4042b29-8f1e-4c7a-9b52-6f0d1a3c7e11
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: iot_live_…

````