{
  "updated": "2026-08-16T15:40:08.571Z",
  "query": {
    "task": "code",
    "budget": "cheap"
  },
  "count": 3,
  "recommendations": [
    {
      "rank": 1,
      "id": "qwen/qwen3.7-flash",
      "short_name": "Qwen3.7 Flash",
      "provider": "qwen",
      "tier": "flagship",
      "pricing": {
        "input": 0.03,
        "output": 0.13
      },
      "capabilities": {
        "tools": true,
        "vision": true,
        "pdf": false,
        "audio_in": false,
        "video_in": true,
        "reasoning": true,
        "structured_outputs": true,
        "streaming": true
      },
      "reason": "qwen flagship; $0.03/M in · $0.13/M out; tools + vision + reasoning",
      "example": {
        "via": "direct",
        "endpoint": "https://dashscope-intl.aliyuncs.com/compatible-mode/v1/chat/completions",
        "curl": "curl https://dashscope-intl.aliyuncs.com/compatible-mode/v1/chat/completions \\\n  -H \"Authorization: Bearer $DASHSCOPE_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"qwen3.7-flash\",\"messages\":[{\"role\":\"user\",\"content\":\"Hello\"}]}'"
      }
    },
    {
      "rank": 2,
      "id": "z-ai/glm-4.7-flash",
      "short_name": "GLM 4.7 Flash",
      "provider": "z-ai",
      "tier": "flagship",
      "pricing": {
        "input": 0.06,
        "output": 0.4
      },
      "capabilities": {
        "tools": true,
        "vision": false,
        "pdf": false,
        "audio_in": false,
        "video_in": false,
        "reasoning": true,
        "structured_outputs": true,
        "streaming": true
      },
      "reason": "z-ai flagship; $0.06/M in · $0.4/M out; tools + reasoning",
      "example": {
        "via": "openrouter",
        "endpoint": "https://openrouter.ai/api/v1/chat/completions",
        "curl": "curl https://openrouter.ai/api/v1/chat/completions \\\n  -H \"Authorization: Bearer $OPENROUTER_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"z-ai/glm-4.7-flash\",\"messages\":[{\"role\":\"user\",\"content\":\"Hello\"}]}'"
      }
    },
    {
      "rank": 3,
      "id": "bytedance-seed/seed-1.6-flash",
      "short_name": "Seed 1.6 Flash",
      "provider": "bytedance-seed",
      "tier": "flagship",
      "pricing": {
        "input": 0.075,
        "output": 0.3
      },
      "capabilities": {
        "tools": true,
        "vision": true,
        "pdf": false,
        "audio_in": false,
        "video_in": true,
        "reasoning": true,
        "structured_outputs": true,
        "streaming": true
      },
      "reason": "bytedance-seed flagship; $0.075/M in · $0.3/M out; tools + vision + reasoning",
      "example": {
        "via": "openrouter",
        "endpoint": "https://openrouter.ai/api/v1/chat/completions",
        "curl": "curl https://openrouter.ai/api/v1/chat/completions \\\n  -H \"Authorization: Bearer $OPENROUTER_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"bytedance-seed/seed-1.6-flash\",\"messages\":[{\"role\":\"user\",\"content\":\"Hello\"}]}'"
      }
    }
  ],
  "help": "Params: ?task=code|chat|reasoning|vision|fast|generic · ?budget=cheap|standard|premium · ?needs=tools,vision,reasoning,pdf,structured_outputs · ?provider=anthropic"
}