What is the IQ of Ling 3.0 Flash?

Ling 3.0 Flash has an estimated IQ of 92, which ranks #109 out of 131 public models on the AI IQ leaderboard. The score combines six equally weighted reasoning dimensions, each measured from source-backed benchmark results.

How much does Ling 3.0 Flash cost?

Ling 3.0 Flash costs $0.07 per million input tokens and $0.22 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $0.3401 per million input-plus-output tokens.

Is Ling 3.0 Flash open source?

Yes — Ling 3.0 Flash is an open-weights model: its trained weights are published, so it can be downloaded and self-hosted.

When was Ling 3.0 Flash released?

Ling 3.0 Flash was publicly released on July 24, 2026.

How large is the context window of Ling 3.0 Flash?

Ling 3.0 Flash supports a context window of 262,144 tokens — the amount of text it can consider in a single request.

Ant Group

Ling 3.0 Flash

Public AI IQ model profile with source-backed benchmark results and derived ranking context.

IQ

92

EQ

n/a

Effective Cost

$0.3401

IQ Rank

#109

Ling 3.0 Flash API pricing — full price table, workload cost examples, and cheaper alternatives.

IQ Dimensions

Dimension	IQ	Coverage
Abstract Reasoning	91	0/3
Mathematical Reasoning	85	0/5
Academic Reasoning	100	0/6
Programmatic Reasoning	87	0/6
Computer Use	93	0/6
Reliability	93	0/7

Benchmark Results

Benchmark	Score	Dimension

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Frequently Asked Questions

What is the IQ of Ling 3.0 Flash?: Ling 3.0 Flash has an estimated IQ of 92, which ranks #109 out of 131 public models on the AI IQ leaderboard. The score combines six equally weighted reasoning dimensions, each measured from source-backed benchmark results.
How much does Ling 3.0 Flash cost?: Ling 3.0 Flash costs $0.07 per million input tokens and $0.22 per million output tokens. Adjusted for how many tokens it actually consumes on real tasks, its effective cost works out to $0.3401 per million input-plus-output tokens.
Is Ling 3.0 Flash open source?: Yes — Ling 3.0 Flash is an open-weights model: its trained weights are published, so it can be downloaded and self-hosted.
When was Ling 3.0 Flash released?: Ling 3.0 Flash was publicly released on July 24, 2026.
How large is the context window of Ling 3.0 Flash?: Ling 3.0 Flash supports a context window of 262,144 tokens — the amount of text it can consider in a single request.