Ling 3.0 Flash VL

Name: Ling 3.0 Flash VL
Author: inclusionAI

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...

by inclusionAI(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Reference model card from the OpenRouter listing - model inclusionai/ling-3.0-flash-vl. Prices are per million tokens as listed; ratings and installs below are from this marketplace.

Ling 3.0 Flash VL

Facts


Vendor	inclusionAI
Context window	131,072 tokens
Max output	32,768 tokens
Input price	$0.06 / 1M tokens
Output price	$0.18 / 1M tokens
Input	text, image, video
Output	text
Tool calling	yes
Structured outputs	yes
Reasoning	yes
Open weights	inclusionAI/Ling-3.0-flash-VL

Endpoint: https://openrouter.ai/api/v1 (OpenAI-compatible), model inclusionai/ling-3.0-flash-vl

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# after Install: the listing is in your workspace's routing pool - nothing else to configure
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'
# or pin it on the OpenAI-compatible endpoint: {"model": "model-inclusionai-ling-3-0-flash-vl", ...}

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

model-inclusionai-ling-3-0-flash-vl.ocm.jsonjson

{
  "ocm": "1",
  "id": "model-inclusionai-ling-3-0-flash-vl",
  "kind": "llm",
  "name": "Ling 3.0 Flash VL",
  "description": "Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...",
  "publisher": "inclusionAI",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "llm",
      "inclusionai",
      "openrouter",
      "open-weights",
      "reasoning",
      "tool-calling",
      "image",
      "video",
      "models"
    ],
    "languages": [
      "en"
    ],
    "modalities": [
      "text",
      "image",
      "video"
    ],
    "supports_tools": true,
    "supports_streaming": true,
    "context_window": 131072
  },
  "quality_prior": 0.25,
  "examples": [
    "Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual..."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "models",
      "ref": "1789056114",
      "url": "https://openrouter.ai/inclusionai/ling-3.0-flash-vl",
      "key": "inclusionai/ling-3.0-flash-vl",
      "catalogue": "https://openrouter.ai/api/v1"
    },
    "model": "inclusionai/ling-3.0-flash-vl",
    "pricing": {
      "input_usd_per_1m": 0.06,
      "output_usd_per_1m": 0.18,
      "cache_read_usd_per_1m": 0.012
    },
    "max_output_tokens": 32768,
    "output_modalities": [
      "text"
    ],
    "hugging_face_id": "inclusionAI/Ling-3.0-flash-VL",
    "reasoning": true,
    "created": 1789056114,
    "benchmarks": {
      "intelligence_index": 25,
      "coding_index": 57,
      "agentic_index": 30,
      "hub_downloads": 7733,
      "hub_downloads_total": 7733,
      "hub_likes": 97,
      "hub_trending": 20,
      "osr_index": 34.6,
      "osr_coverage": 0.4
    }
  },
  "cost": {
    "usd_per_1k_tokens": 0.00012
  },
  "endpoints": [
    {
      "protocol": "openai",
      "url": "https://openrouter.ai/api/v1"
    }
  ]
}

Fetch it by URL: GET /api/v1/registry/model-inclusionai-ling-3-0-flash-vl/manifest?version=1.0.0

About

Ling 3.0 Flash VL

Facts

Use it

Manifest

Reviews