Error Handling

Overview

NanoGPT APIs return standard HTTP status codes. Many endpoints also follow OpenAI- or Anthropic-compatible error shapes so you can reuse existing SDK error handling. If you contact support about an API error, include the X-Request-ID response header (when present).

Error Response Formats

NanoGPT has a few common error envelopes depending on the API surface.

OpenAI-compatible (most `/api/v1/*` endpoints)

Used by endpoints like:

POST /api/v1/chat/completions
POST /api/v1/responses
POST /api/v1/embeddings
GET /api/v1/models

{
  "error": {
    "message": "Human-readable error message",
    "type": "invalid_request_error",
    "code": "missing_required_parameter",
    "param": "model"
  }
}

Fields:

error.message: human-readable
error.type: high-level category (see Error Types)
error.code: optional machine-readable code (see Error Codes)
error.param: optional name of the request field that caused the error

Anthropic-compatible (`POST /api/v1/messages`)

The Messages API uses the Anthropic-style wrapper:

{
  "type": "error",
  "error": {
    "type": "invalid_request_error",
    "message": "max_tokens is required",
    "param": "max_tokens"
  }
}

Legacy / simple format (some `/api/*` endpoints)

Some older endpoints return a simpler body:

{ "error": "Insufficient balance", "status": 402 }

Some responses also include a structured object and convenience fields (for example, requiredBalance on 402).

Status Codes

This table covers the most common HTTP error statuses you may encounter.

Status	Meaning	Typical client action
`400`	Invalid request / validation failed	Fix the request, then retry
`401`	Missing/invalid API key	Do not retry until credentials are fixed
`402`	Insufficient balance	Add funds or disable paid enhancements, then retry
`403`	Authenticated but not permitted	Choose an allowed model/feature or change permissions
`404`	Resource not found	Check the model/resource ID
`408` / `504`	Timeout	Retry with backoff
`409`	Conflict	Resolve state (duplicate/redeemed/already processed)
`413`	Payload too large	Reduce payload size and retry
`429`	Rate limited	Wait (use `Retry-After` if present), then retry. This can be a per-second throughput limit or a per-key daily limit.
`500`	Server error	Retry with backoff
`503`	Temporarily unavailable	Retry with backoff; consider changing model if persistent

Notes:

Some endpoints include convenience fields like status in the JSON body mirroring the HTTP status code.
Some error responses include Retry-After (seconds) for 429.

Error Types

Depending on the endpoint, you may see different type strings. Common values include:

invalid_request_error (400)
authentication_error (401)
permission_denied_error or permission_error (403)
not_found_error (404)
rate_limit_error (429)
server_error, service_unavailable, or api_error (500/503)

Error Codes

Not every error includes a code. When present, codes are useful for programmatic handling. Common codes include:

Request validation

missing_required_parameter
invalid_parameter_value
invalid_json
invalid_json_schema
tool_choice_unsupported
image_input_not_supported
conflicting_moderation_model
inline_moderation_requires_api_key
empty_moderation_input
unsupported_moderation_input
unsupported_input_modality
unsupported_batch_input

Content and context

content_policy_violation
context_length_exceeded
empty_response

Model and routing

model_not_found
model_not_allowed
model_not_available
all_fallbacks_failed
no_fallback_available
fallback_blocked_for_cache_consistency

Balance and payment

memory_balance_required
webSearch_balance_required
both_balance_required

Rate limiting

rate_limit_exceeded
daily_rpd_limit_exceeded
daily_usd_limit_exceeded

Streaming Errors

When using Server-Sent Events ("stream": true), errors can happen:

Before streaming begins (you get a normal JSON error response with an HTTP status code)
Mid-stream (you may receive an error frame/chunk, or the connection may terminate)

Example (mid-stream error frame):

data: {"id":"chatcmpl_...","object":"chat.completion.chunk","choices":[{"index":0,"delta":{},"finish_reason":"error"}],"error":{"status":503,"message":"Service temporarily unavailable. Please try again later.","code":"service_unavailable"}}
data: [DONE]

If an error happens mid-stream, treat it as a failed request:

Surface/log the error message
Log the X-Request-ID header if available
Retry only when the status/category indicates it is safe to retry (for example 408/429/500/503)

Retry Guidance

General retry recommendations:

Retry: 408, 429, 500, 503 (use exponential backoff and respect Retry-After)
Do not blindly retry: 400, 401, 402, 403, 404, 409, 413

Suggested backoff (example):

Attempt 1: 1s
Attempt 2: 2s
Attempt 3: 4s

Add jitter to avoid synchronized retries. If you need current guidance on global rate limits, see Rate Limits.

Daily Per-Key Limit Notes

NanoGPT can enforce optional per-key daily limits (Requests/Day and USD/Day). When a daily limit is exceeded, the API returns 429 and typically includes a Retry-After header indicating the number of seconds until the next reset at 00:00 UTC.

Balance Errors (402)

Some endpoints return 402 Payment Required when payment is needed before the request can run. There are two common cases.

Authenticated Balance Error

{
  "error": "Insufficient balance",
  "requiredBalance": 0.0035,
  "status": 402
}

This is the ordinary insufficient-balance response for authenticated requests.

Accountless x402 Payment Challenge

Supported endpoints can also be called without Authorization or x-api-key when the client explicitly opts in to accountless x402 quote generation. To request an accountless x402 quote, send the API request without Authorization or x-api-key, and include x-x402: true. NanoGPT will return 402 Payment Required with available payment options and a stable top-level payment object plus legacy OpenAI-compatible error fields. If you receive 401 missing_api_key immediately, check that the initial quote request includes x-x402: true. Without that header, NanoGPT does not enter the x402 quote flow. Detect accountless x402 by checking for the top-level payment object, not a single error.code value.

{
  "error": {
    "type": "insufficient_quota",
    "code": "insufficient_quota",
    "message": "Payment required to complete this request."
  },
  "payment": {
    "version": 1,
    "paymentId": "pay_...",
    "requestHash": "sha256:...",
    "expiresAt": "2026-06-09T12:00:00.000Z",
    "amountUsd": "0.0714",
    "statusUrl": "https://nano-gpt.com/api/x402/status/pay_...",
    "completeUrl": "https://nano-gpt.com/api/x402/complete/pay_...",
    "accepted": [
      {
        "scheme": "nano",
        "protocolScheme": "nano",
        "network": "nano-mainnet",
        "amount": "...",
        "amountFormatted": "0.17067988 XNO",
        "amountUsd": "0.0714",
        "payTo": "nano_...",
        "paymentId": "pay_...",
        "statusUrl": "https://nano-gpt.com/api/x402/status/pay_...",
        "completeUrl": "https://nano-gpt.com/api/x402/complete/pay_..."
      },
      {
        "scheme": "x402-solana-usdc",
        "protocolScheme": "exact",
        "network": "solana",
        "amount": "1500",
        "amountFormatted": "0.0015 USDC",
        "amountUsd": "0.0015",
        "payTo": "<solana treasury address from quote>",
        "asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
        "feePayer": "<solana facilitator fee payer from quote>",
        "paymentId": "pay_...",
        "expiresAt": "2026-06-09T12:00:00.000Z"
      },
      {
        "scheme": "lightning-l402",
        "protocolScheme": "lightning-l402",
        "network": "bitcoin-lightning",
        "amount": "9",
        "amountFormatted": "9 sats",
        "amountUsd": "0.0054",
        "payTo": "lnbc...",
        "invoice": "lnbc...",
        "paymentHash": "...",
        "l402Token": "..."
      }
    ]
  },
  "x402Version": 1,
  "accepts": []
}

The legacy accepts array may still appear for backwards-compatible and lower-level protocol clients, but new clients should use payment.accepted[]. Exact rails such as nano-exact, x402-exact, and x402-solana-usdc replay the original request with X-PAYMENT; polling-style rails such as nano and base-usdc use statusUrl and completeUrl; Lightning L402 replays the exact original request with Authorization: L402 <token>:<preimage> and does not use X-PAYMENT or completeUrl. See Accountless x402 API Payments for the complete flow and supported endpoint matrix. Feature-specific variants may include a structured error code such as memory_balance_required or webSearch_balance_required.

Content Policy and Empty Responses

If a request is blocked by safety checks (content_policy_violation), the API will return a 400 error and is intended to avoid charging for the blocked generation request. If Inline Moderation blocked the request, the separate moderation preflight is still charged.
If the API returns empty_response, the request is intended to avoid charging (common causes: stop sequences, very low max_tokens, or filtering).

BYOK Notes

When using BYOK (Bring Your Own Key), some error messages may reference “your API key” because the upstream credentials belong to you.

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Overview

Error Response Formats

OpenAI-compatible (most `/api/v1/*` endpoints)

Anthropic-compatible (`POST /api/v1/messages`)

Legacy / simple format (some `/api/*` endpoints)

Status Codes

Error Types

Error Codes

Request validation

Content and context

Model and routing

Balance and payment

Rate limiting

Streaming Errors

Retry Guidance

Daily Per-Key Limit Notes

Balance Errors (402)

Authenticated Balance Error

Accountless x402 Payment Challenge

Content Policy and Empty Responses

BYOK Notes

​Overview

​Error Response Formats

​OpenAI-compatible (most /api/v1/* endpoints)

​Anthropic-compatible (POST /api/v1/messages)

​Legacy / simple format (some /api/* endpoints)

​Status Codes

​Error Types

​Error Codes

​Request validation

​Content and context

​Model and routing

​Balance and payment

​Rate limiting

​Streaming Errors

​Retry Guidance

​Daily Per-Key Limit Notes

​Balance Errors (402)

​Authenticated Balance Error

​Accountless x402 Payment Challenge

​Content Policy and Empty Responses

​BYOK Notes

Overview

Error Response Formats

OpenAI-compatible (most `/api/v1/*` endpoints)

Anthropic-compatible (`POST /api/v1/messages`)

Legacy / simple format (some `/api/*` endpoints)

Status Codes

Error Types

Error Codes

Request validation

Content and context

Model and routing

Balance and payment

Rate limiting

Streaming Errors

Retry Guidance

Daily Per-Key Limit Notes

Balance Errors (402)

Authenticated Balance Error

Accountless x402 Payment Challenge

Content Policy and Empty Responses

BYOK Notes