Hi - I answer from the OpenSmartRoute documentation: routing, the API, plans and quotas, self-hosting. Ask away, or open a support ticket if you need a person.
Grounded in the docs - follow a source before acting on it.
Ling 3.0 Flash - Model - OpenSmartRoute
Modelv1.0.0
Ling 3.0 Flash
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agent
Reference model card from the OpenRouter listing - model inclusionai/ling-3.0-flash. Prices are per million tokens as listed; ratings and installs below are from this marketplace.
Ling 3.0 Flash
Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token. The model is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers...
Facts
Vendor
inclusionAI
Context window
262,144 tokens
Max output
32,768 tokens
Input price
$0.02 / 1M tokens
Output price
$0.06 / 1M tokens
Input
text
Output
text
Tool calling
yes
Structured outputs
yes
Reasoning
yes
Open weights
inclusionAI/Ling-3.0-flash
Endpoint: https://openrouter.ai/api/v1 (OpenAI-compatible), model inclusionai/ling-3.0-flash
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", ...}
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.ocm.jsonjson
{
"ocm": "1",
"id": "model-inclusionai-ling-3-0-flash",
"kind": "llm",
"name": "Ling 3.0 Flash",
"description": "*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...",
"publisher": "inclusionAI",
"version": "1.0.0",
"capabilities": {
"domains": [
"general"
],
"tags": [
"llm",
"inclusionai",
"openrouter",
"open-weights",
"reasoning",
"tool-calling",
"models"
],
"languages": [
"en"
],
"modalities": [
"text"
],
"supports_tools": true,
"supports_streaming": true,
"context_window": 262144
},
"quality_prior": 0.206,
"examples": [
"*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers..."
],
"primary": false,
"metadata": {
"source": {
"provider": "models",
"ref": "1784818580",
"url": "https://openrouter.ai/inclusionai/ling-3.0-flash",
"key": "inclusionai/ling-3.0-flash",
"catalogue": "https://openrouter.ai/api/v1"
},
"model": "inclusionai/ling-3.0-flash",
"pricing": {
"input_usd_per_1m": 0.021,
"output_usd_per_1m": 0.063,
"cache_read_usd_per_1m": 0.0042
},
"max_output_tokens": 32768,
"output_modalities": [
"text"
],
"hugging_face_id": "inclusionAI/Ling-3.0-flash",
"reasoning": true,
"created": 1784818580,
"benchmarks": {
"intelligence_index": 20.6,
"coding_index": 50.6,
"agentic_index": 21,
"hub_downloads_total": 32191,
"hub_likes": 415,
"hub_trending": 9,
"hub_downloads": 16020,
"osr_index": 32,
"osr_coverage": 0.4
}
},
"cost": {
"usd_per_1k_tokens": 0.000042
},
"endpoints": [
{
"protocol": "openai",
"url": "https://openrouter.ai/api/v1"
}
]
}
Fetch it by URL: GET /api/v1/registry/model-inclusionai-ling-3-0-flash/manifest?version=1.0.0
Reviews
Star ratings from people who tried it. One review per account; edit yours any time.
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