Requesty

ling-3.1-flash

InclusionAI/Proprietary/1 provider

Ling 3.1 Flash is a hybrid reasoning MoE model from inclusionAI with 560B total and 25B active parameters. Served by Novita with a 256K context window and 32K max output, supporting reasoning and function calling. Free tier.More
Compare 1 endpointAll models →

Which id to call

novita/ling-3.1-flash

This model has no managed policy yet, so call the provider endpoint directly. Every id in the endpoints table works the same way.

From /1M input

free

Novita AI

Context

262K

33K output

Endpoints

1

1 region

Regions

1

chat

Capabilities 3/8

VisionReasoningTool callingCachingWeb searchJSON schemaComputer useImage generation

1 endpoint / 1 region

Providers serving ling-3.1-flash

Provider prices, per 1M tokens. Pay as you go adds 5%, or 0% on your own keys.

Providers serving ling-3.1-flash, with pricing and measured performance. The best value in each column is highlighted.
RankPrivacy
1Novita AIGlobal262Kfreefreefreezdr

A column is blank where no qualifying sample exists, and every row links to that provider's endpoint page.

model=

Which id to call

One base url, https://router.requesty.ai/v1, and one key for every id here.

novita/ling-3.1-flash

This model has no managed policy yet, so call the provider endpoint directly. Every id in the endpoints table works the same way.

OpenAI compatible

Call it in three lines

Change the base url, use your Requesty key, set the model to any id on the left. Existing OpenAI SDK code needs no other edit.

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from openai import OpenAI

client = OpenAI(
    api_key="YOUR_REQUESTY_API_KEY",
    base_url="https://router.requesty.ai/v1",
)

response = client.chat.completions.create(
    model="novita/ling-3.1-flash",
    messages=[
        {"role": "user", "content": "Explain quantum computing in one paragraph."},
    ],
)

print(response.choices[0].message.content)

Artificial Analysis

Benchmark scores

Intelligence Indexreasoning
41.1%

Artificial Analysis Intelligence Index: a composite of multiple evaluations measuring overall model capability.

Scores from artificialanalysis.ai. They measure the model, not the provider, so they are the same on every endpoint above.

4

More from InclusionAI

ling-3.0-tiny

262K ctx/from free/1 provider

ring-2.6-1t

262K ctx/from $0.30/1 provider

ling-2.6-1t

262K ctx/from $0.30/1 provider

ling-2.6-flash

262K ctx/from $0.10/1 provider

Reference

ling-3.1-flash questions

Which providers serve ling-3.1-flash?

ling-3.1-flash is available from 1 provider through Requesty: Novita AI. All endpoints share one OpenAI-compatible API and one key, and Requesty fails over between them automatically.

How much does ling-3.1-flash cost?

Pricing starts at free per million input tokens and free per million output tokens on Novita AI, the cheapest endpoint. Prices vary by provider and region; the table above shows every endpoint. Those are the upstream provider rates: pay as you go adds 5% on top, or 0% if you bring your own provider keys.

Is ling-3.1-flash open weights?

No. ling-3.1-flash is a proprietary model from InclusionAI, served through InclusionAI's own API and licensed cloud platforms.

What is the context window of ling-3.1-flash?

ling-3.1-flash supports up to 262K tokens of context, with up to 33K output tokens per response. Some providers expose a smaller window; check the per-endpoint context column above.

How do I use ling-3.1-flash with the OpenAI SDK?

Install the OpenAI SDK, set base_url to "https://router.requesty.ai/v1", set your API key to your Requesty key, and set the model to "novita/ling-3.1-flash" or any endpoint id from the table above. The quickstart section shows Python, JavaScript and cURL snippets.

Route ling-3.1-flash through one endpoint

One key for 1 provider on this model and 600+ others. No markup on provider prices, automatic failover, caching built in.

Benchmark rankings