When was Ling 3.0 Flash released?

InclusionAI released Ling 3.0 Flash on 4 Aug 2026. It is available through the Opper gateway.

Does Ling 3.0 Flash support zero data retention?

Yes. Ling 3.0 Flash is available with zero data retention on DeepInfra, Novita through the Opper gateway.

Where is Ling 3.0 Flash hosted?

Ling 3.0 Flash runs on US hosting routes through the Opper gateway.

Is Ling 3.0 Flash trained on prompts and outputs?

No. Every hosting route for Ling 3.0 Flash is configured so customer prompts and outputs are not used to train models by default.

Is a GDPR DPA available for Ling 3.0 Flash?

Yes. A GDPR Data Processing Agreement is available on at least one route serving Ling 3.0 Flash. Contact hello@opper.ai to receive it.

Ling 3.0 Flash

by InclusionAI

Released 88 days after Ring-2.6-1T · All InclusionAI releases

Ling 3.0 Flash is InclusionAI's August 2026 open-weight release, a Mixture-of-Experts with 124 billion total parameters and roughly 5 billion active per token. It runs on the BailingMoeV3 architecture with a hybrid MLA and KDA attention stack, 512 routed experts of which 8 fire per token, one shared expert, and a native multi-token prediction head that speeds up decoding. The design merges two earlier lines, taking the throughput of the Flash series and the deeper reasoning of the Ring series into one model rather than asking callers to pick between them. It carries a 262K token context window with up to 32K output tokens and scores 38 on the Artificial Analysis intelligence index, which places it well above average among open-weight models of comparable active size and suits production agent loops where per-step latency compounds.

Call Ling 3.0 Flash on Opper with the OpenAI SDK. Sign up without a credit card. Get started

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Key info

Input

Output

Features

Context window

131K

Max output

33K

Input price

$0.06 /1M$0.01 cache read

Output price

$0.18 /1M

Released

4 Aug 2026

Web search

Via Opper

US residency available
Zero data retention on pay-as-you-go
No training by default
GDPR DPA available

Available routes

Ling 3.0 Flash runs on 2 different routes through the Opper gateway. Compare residency, zero data retention and training posture at a glance, with full data-handling detail per route below.

Provider	Region	Zero data retention	Training	Input	Output	Cache read
DeepInfra	US		No	$0.06	$0.18	$0.01
Novita	US		No	$0.06	$0.18	$0.01

Live routes and prices as JSON: api.opper.ai/v3/models?q=deepinfra%2FinclusionAI%2FLing-3.0-flash

Uptime and availability

Ling 3.0 Flash runs on 2 independently monitored routes through the Opper gateway. A direct integration leaves you on one of them, the gateway serves whichever is healthy.

100%effective uptime, last 30 days

Averaged across these routes on their own, a single provider reached 99.93% over the same window.

Daily status through the gateway, which serves each request from whichever route is healthy.

2 monitored providers serve Ling 3.0 Flash.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting Ling 3.0 Flash has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

DeepInfra — United States🇺🇸

Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; SCCs; DPA available.

Zero data retention: Yes. Nothing is logged, held for abuse monitoring or used for training.
Training: No training on customer data.
Logging: None
Abuse monitoring: No classifier
GDPR DPA: DPA available
Transfer mechanism: SCCs

Novita — United States🇺🇸

Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; SCCs; DPA available.

Zero data retention: Yes. Nothing is logged, held for abuse monitoring or used for training.
Training: No training on customer data.
Logging: None
Abuse monitoring: On by default, keeps nothing
GDPR DPA: DPA available
Transfer mechanism: SCCs

Best for

Where Ling 3.0 Flash ranks among the models on Opper with a score for each use case.

Agents1.6

Terminal-Bench 4.0 and AutomationBenchSee the Agents ranking →

Benchmarks

Independent benchmark scores: the Intelligence Index and the individual evaluations behind it, grouped by skill.

Global rank#155 of 506 LLMs

TierEfficient

Output speed311 tok/s

Intelligence Index (previous version)20.1

Coding

Terminal-Bench 4.0

SciCode

42%

Agentic & knowledge work

AutomationBench

GDPval

23%

GDP.pdf

Briefcase (Elo)798

Science & reasoning

HLE Diamond

Humanity's Last Exam

24%

GPQA Diamond

86%

Long-context reasoning

73%

See full leaderboard →Benchmarks via Artificial Analysis · View on AA

Get started

Call Ling 3.0 Flash through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.

Ling 3.0 Flash is a premium model on Opper. Sign up needs no credit card: you get an API key straight away and the free models work in the playground and the API. Add a card to use premium models, pay-as-you-go with no minimum.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

1import OpenAI from "openai";
2
3const client = new OpenAI({
4  apiKey: process.env.OPPER_API_KEY,
5  baseURL: "https://api.opper.ai/v3/compat",
6});
7
8const completion = await client.chat.completions.create({
9  model: "deepinfra/inclusionAI/Ling-3.0-flash",
10  messages: [{ role: "user", content: "Hello" }],
11});
12console.log(completion.choices[0].message.content);