GPT88 Agent Docs
ChatAnthropic1 vendors

claude-haiku-3-5

Anthropic chat and reasoning model available through the GPT88 unified API.

Get API Key on gpt88.ccQuickstart

Overview

  • claude-haiku-3-5 is listed in the current GPT88 model catalog with model ID claude-haiku-3-5.
  • This route uses a generic English integration profile because a model-specific editorial profile has not been published. Confirm current access and behavior before production use.

Best Use Cases

  • Evaluate it when you need a chat and reasoning model and want to keep an existing GPT88 integration.
  • Compare it with a model that already performs well on the same representative workload before changing a production default.

Integration Notes

  • Keep the exact model ID claude-haiku-3-5 in the request body and use the endpoint displayed on this page.
  • Call GET /v1/models or check the GPT88 console first to confirm that the current API key can access the model.

Usage Notes

  • Availability, pricing, context limits, rate limits, routes, permissions, and feature support are determined by the current GPT88 console configuration.
  • Generic catalog copy is not a model capability guarantee. Validate output quality, errors, latency, and usage on your own workload.

Capabilities

This model's Capabilities should be verified in the gpt88.cc console. This page focuses on protocol shape and request examples.gpt88.cc console for the real-time catalog.

Recommended Scenarios

This model's Recommended Scenarios should be verified in the gpt88.cc console. This page focuses on protocol shape and request examples.gpt88.cc console for the real-time catalog.

Endpoint Path

POSThttps://api.gpt88.cc/v1/chat/completions

The endpoint path is determined by the model category. Chat, image, video, and audio models use different endpoints.

Send requests with Authorization: Bearer <API_KEY>. See Chat Completions API for the full parameter reference.

API Docs

Endpoint
POST /v1/messages or POST /v1/chat/completions
Model ID
claude-haiku-3-5
Content-Type
application/json
Protocol
Claude family model. Claude-native tools should prefer the Anthropic Messages protocol; OpenAI-compatible tools can use the compatibility path.
Base URL
Use https://api.gpt88.cc for Claude Code / Anthropic SDK, OpenAI SDK, Cursor, and cURL.

Headers / Auth

  • AuthorizationstringRequired
    Send Bearer <GPT88_API_KEY>. Create the API key in the gpt88.cc console.
  • Content-TypestringRequired
    Request body format. Audio transcription uploads use multipart/form-data.
    Default:application/json
  • Acceptstring
    Non-streaming requests return JSON; streaming chat requests return SSE chunks.
    Default:application/json or text/event-stream

Chat Protocol Differences

For chat models, the protocol used by the client matters as much as the model name. Claude Code / Anthropic SDK and OpenAI SDK build different request paths.

OpenAI Compatible
Base URL
https://api.gpt88.cc
Endpoint
POST /v1/chat/completions
Body
{ "model": "claude-haiku-3-5", "messages": [...] }
Anthropic / ClaudeRecommended
Base URL
https://api.gpt88.cc
Endpoint
POST /v1/messages
Body
{ "model": "claude-haiku-3-5", "messages": [...] }

This model is in the Claude family. Claude Code, Anthropic SDK, OpenClaw, and similar tools should prefer the Anthropic / Claude path.

Request Parameters

The fields below are generated by model category. Pricing, context limits, rate limits, and available routes should be confirmed in the gpt88.cc console.

  • modelstringRequired
    Current model ID: claude-haiku-3-5. Preserve the exact casing when copying.
  • messagesarray<Message>Required
    Conversation history. Each message includes role and content.
  • streamboolean
    Enable SSE streaming. Useful for chat interfaces and long responses.
    Default:false
  • temperaturenumber
    Sampling temperature. Higher values produce more variation; production workloads usually start with a fixed value.
    Default:1
  • max_tokensinteger
    Maximum output tokens for this request. Real context limits should be confirmed in the console.
  • response_formatobject
    Structured output config, for example { "type": "json_object" }.
  • toolsarray<Tool>
    Function-calling tool definitions. Availability depends on the model and account configuration.

Response Fields

Response bodies generally follow OpenAI-compatible shapes. Media models may return async task IDs or resource URLs.

  • idstringRequired
    Unique completion ID for tracing and debugging.
  • objectstringRequired
    Usually chat.completion or a streaming chunk type.
  • modelstringRequired
    Actual model ID that handled inference.
  • choicesarray<Choice>Required
    Generated choices including message, delta, and finish_reason.
  • usageobject
    Token usage statistics. Streaming calls may return this only at the end or in non-streaming mode.

Status Codes

  • 200OKRequired
    Request succeeded. See the response field table above for the response body shape.
  • 400Bad Request
    Invalid request fields, such as missing required fields, unsupported image size format, or unsupported file type.
  • 401Unauthorized
    API key is missing, invalid, or malformed.
  • 404Not Found
    Endpoint or model not found. Confirm the path is /v1/chat/completions and the model ID is claude-haiku-3-5.
  • 429Rate Limited
    Rate limit, concurrency cap, or insufficient balance. Check the console for the current allowance.
  • 5xxUpstream Error
    Upstream or request failure. Retry with the same Base URL and keep the request ID for debugging.

Errors and Troubleshooting

  • 401: verify Authorization is Bearer <API_KEY> and the key is still valid.
  • 404: confirm the endpoint is /v1/chat/completions and the model ID claude-haiku-3-5 is available in the console.
  • 429: reduce concurrency, shorten requests, or check balance and quota in the console.
  • 5xx: retry with the same Base URL and keep the request ID for debugging.

Request Examples

curl https://api.gpt88.cc/v1/chat/completions \
  -H "Authorization: Bearer $GPT88_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-haiku-3-5",
    "messages": [
      {"role": "user", "content": "Introduce gpt88.cc in one sentence."}
    ]
  }'

Expected response (trimmed example):

200 OKjson
{
  "id": "chatcmpl-claude-h",
  "object": "chat.completion",
  "created": 1730000000,
  "model": "claude-haiku-3-5",
  "choices": [
    {
      "index": 0,
      "finish_reason": "stop",
      "message": { "role": "assistant", "content": "..." }
    }
  ],
  "usage": { "prompt_tokens": 24, "completion_tokens": 64, "total_tokens": 88 }
}