# gpt-5-6-sol

> GPT 5.6 Sol is OpenAI's flagship reasoning model, optimized for complex math, programming, and scientific research. Supports mixed text and image inputs, adjustable reasoning effort, and integrated web search tools. Pricing: $10.00/M input tokens, $60.00/M output tokens.

## Overview

- **Endpoint**: `POST https://api.muapi.ai/api/v1/gpt-5-6-sol`
- **Model ID**: `gpt-5-6-sol`
- **Category**: text to text
- **Variant**: GPT 5.6 Sol
- **Family**: text-generation
- **Cost**: 0.0008 credits per call (some models compute cost dynamically based on params)

## API Usage

MuApi uses a **submit-then-poll** pattern: submit a job, get a `request_id`, then poll the predictions endpoint until `status` is `completed`. Optionally pass `?webhook=YOUR_URL` on the submit call to receive a POST callback when the job finishes (skip polling).

**Authentication**: send your MuApi key in the `x-api-key` header. Get one at https://muapi.ai/access-keys.

### 1. Submit a job

```http
POST https://api.muapi.ai/api/v1/gpt-5-6-sol
Content-Type: application/json
x-api-key: YOUR_API_KEY
```

**Minimum (required only):**

```json
{
  "prompt": "<prompt>"
}
```

**Full example (all params):**

```json
{
  "prompt": "<prompt>",
  "image_url": "https://example.com/your-image_url",
  "system_prompt": "<system_prompt>",
  "reasoning_effort": "low",
  "web_search_switch": false
}
```

**Response:**

```json
{
  "request_id": "abc123",
  "status": "processing"
}
```

### 2. Poll for the result

```http
GET https://api.muapi.ai/api/v1/predictions/{request_id}/result
x-api-key: YOUR_API_KEY
```

Possible `status` values: `queued`, `pending`, `processing`, `completed`, `failed`, `cancelled`. Poll every 2-5 seconds until terminal. When `completed`, the result URLs are in the `outputs` array.

**Example response when `completed`:**

```json
{
  "id": "abc123",
  "status": "completed",
  "outputs": [
    "https://cdn.muapi.ai/.../output.png"
  ],
  "urls": {
    "get": "https://api.muapi.ai/api/v1/predictions/abc123/result"
  },
  "created_at": "2026-05-08T12:34:56Z",
  "has_nsfw_contents": []
}
```

### cURL

```bash
# 1. Submit
REQUEST_ID=$(curl -s -X POST https://api.muapi.ai/api/v1/gpt-5-6-sol \
  -H "x-api-key: $MUAPI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"prompt":"<prompt>"}' | jq -r .request_id)

# 2. Poll until completed
while :; do
  RESP=$(curl -s https://api.muapi.ai/api/v1/predictions/$REQUEST_ID/result -H "x-api-key: $MUAPI_API_KEY")
  STATUS=$(echo "$RESP" | jq -r .status)
  [ "$STATUS" = "completed" ] && echo "$RESP" | jq .outputs && break
  [ "$STATUS" = "failed" ] && echo "$RESP" && exit 1
  sleep 3
done
```

### Python

```python
import os, time, requests

API = "https://api.muapi.ai/api/v1"
headers = {"x-api-key": os.environ["MUAPI_API_KEY"]}

r = requests.post(f"{API}/gpt-5-6-sol", headers=headers, json={"prompt":"<prompt>"})
request_id = r.json()["request_id"]

while True:
    res = requests.get(f"{API}/predictions/{request_id}/result", headers=headers).json()
    if res["status"] == "completed":
        print(res["outputs"]); break
    if res["status"] == "failed":
        raise RuntimeError(res.get("error")); 
    time.sleep(3)
```

## Input Schema

The API accepts the following input parameters:

- **`prompt`** (`string`, _required_):
  The user message or instruction.

- **`image_url`** (`string`, _optional_):
  Optional image URL for multimodal requests.

- **`system_prompt`** (`string`, _optional_):
  Optional system-level instruction to guide model behavior.

- **`reasoning_effort`** (`string`, _optional_):
  Level of reasoning depth: low, medium, high, or xhigh.
  - Default: `"low"`
  - Options: `"low"`, `"medium"`, `"high"`, `"xhigh"`

- **`web_search_switch`** (`boolean`, _optional_):
  Enable web search tool for real-time information retrieval.
  - Default: `false`

## Output Schema

The polling endpoint returns the following fields:

- **`id`** (`string`): The request ID.
- **`status`** (`string`): One of `queued`, `pending`, `processing`, `completed`, `failed`, `cancelled`.
- **`outputs`** (`array`): URLs to generated images/videos/audio. Empty until `status` is `completed`.
- **`urls.get`** (`string`): Self-link to re-fetch this prediction.
- **`error`** (`string` | `null`): Error message if `status` is `failed`.
- **`created_at`** (`string`): ISO-8601 timestamp of when the request was created.
- **`has_nsfw_contents`** (`array of boolean`): Per-output NSFW detection flags.

## Webhooks (optional)

Append `?webhook=https://your-server/path` to the submit URL. When the job reaches a terminal state, MuApi will POST the same shape as the polling response to your URL — no polling needed.

## Agent Integration

MuApi ships an MCP server and CLI so agents (Claude Code, Cursor, custom) can call this endpoint without writing HTTP code:

```bash
# Install the CLI
npm install -g muapi-cli

# Authenticate once
muapi auth login

# Expose all MuApi models as MCP tools to your agent
muapi mcp serve
```

The MCP server exposes tools that wrap submit + poll for every model, including `gpt-5-6-sol`. See `muapi --help` for category-specific shortcuts (`muapi image generate`, `muapi video from-image`, etc.).

## Related Models
- [Claude Sonnet 4.6](https://muapi.ai/playground/claude-sonnet-4-6)
- [GPT5 Nano Text](https://muapi.ai/playground/gpt-5-nano)
- [Gemini 3.7 Flash (OpenAI)](https://muapi.ai/playground/gemini-3-7-flash-openai)
- [Claude Opus 4.6](https://muapi.ai/playground/claude-opus-4-6)
- [GPT Codex](https://muapi.ai/playground/gpt-codex)
- [Claude Opus 4.8](https://muapi.ai/playground/claude-opus-4-8)
- [Gemini 3.5 Flash](https://muapi.ai/playground/gemini-3-5-flash)
- [Gemini 3.5 Flash (OpenAI)](https://muapi.ai/playground/gemini-3-5-flash-openai)
- [Claude Opus 4.7](https://muapi.ai/playground/claude-opus-4-7)
- [Gemini 3.1 Pro](https://muapi.ai/playground/gemini-3-1-pro)
- [Gemini 3 Pro](https://muapi.ai/playground/gemini-3-pro)
- [Claude Opus 4.5](https://muapi.ai/playground/claude-opus-4-5)
- [Claude Sonnet 4.5](https://muapi.ai/playground/claude-sonnet-4-5)
- [Claude Haiku 4.5](https://muapi.ai/playground/claude-haiku-4-5)
- [GPT 5.2](https://muapi.ai/playground/gpt-5-2)
- [Gemini 2.5 Pro](https://muapi.ai/playground/gemini-2-5-pro)
- [Gemini 2.5 Flash](https://muapi.ai/playground/gemini-2-5-flash)
- [GPT 5.5](https://muapi.ai/playground/gpt-5-5)
- [Claude Fable 5](https://muapi.ai/playground/claude-fable-5)
- [AI Script Engine](https://muapi.ai/playground/generate-social-video-script)
- [GPT 5.6 Luna](https://muapi.ai/playground/gpt-5-6-luna)
- [Claude Sonnet 5](https://muapi.ai/playground/claude-sonnet-5)
- [Grok 4.3](https://muapi.ai/playground/grok-4-3)
- [Grok 4.5](https://muapi.ai/playground/grok-4-5)
- [GPT 5.6 Terra](https://muapi.ai/playground/gpt-5-6-terra)
- [GPT 5.6 Sol](https://muapi.ai/playground/gpt-5-6-sol)
- [Gemini 3.6 Flash](https://muapi.ai/playground/gemini-3-6-flash)
- [Gemini 3.6 Flash (OpenAI)](https://muapi.ai/playground/gemini-3-6-flash-openai)
- [Grok 4.7](https://muapi.ai/playground/grok-4-7)
- [Claude Opus 5](https://muapi.ai/playground/claude-opus-5)
- [Grok 4.6](https://muapi.ai/playground/grok-4-6)
- [GPT5 Mini Text](https://muapi.ai/playground/gpt-5-mini)
- [Kimi K3](https://muapi.ai/playground/kimi-k3)
- [Gemini 3 Flash](https://muapi.ai/playground/gemini-3-flash)
- [DeepSeek V4 Flash](https://muapi.ai/playground/deepseek-v4-flash)
- [DeepSeek V4 Pro](https://muapi.ai/playground/deepseek-v4-pro)
- [GPT-5.4](https://muapi.ai/playground/gpt-5-4)
- [Gemini 3.7 Flash](https://muapi.ai/playground/gemini-3-7-flash)

## Resources
- [Playground Page](https://muapi.ai/playground/gpt-5-6-sol)
- [API Reference](https://muapi.ai/playground/gpt-5-6-sol?tab=2)
- [Global llms.txt](https://muapi.ai/llms.txt)