Ling 3.0 Flash (Reasoning)
by InclusionAI
Ling 3.0 Flash (Reasoning) is a reasoning model from InclusionAI, released on August 4, 2026. It has a 131K-token context window and can generate up to 131K output tokens. API pricing is $0.06 per 1M input tokens and $0.18 per 1M output tokens. It ranks #58 of 220 models by Intelligence Score with a score of 36.
The model prioritizes token efficiency and agentic inference at production scale, stretching what developers can achieve within limited token, latency, and serving-cost budgets.
Key specs
| Provider | InclusionAI |
|---|---|
| Release date | 2026-08-04 |
| License | open weights |
| Context window | 131K tokens |
| Max output | 131K tokens |
| Input price | $0.06 / 1M tokens |
| Output price | $0.18 / 1M tokens |
| Intelligence Score | 36 |
| Coding index | 24.5 |
Quick answers
What is the context window of Ling 3.0 Flash (Reasoning)?
Ling 3.0 Flash (Reasoning) has a context window of 131K tokens, with a maximum output of 131K tokens per response.
How much does Ling 3.0 Flash (Reasoning) cost?
Ling 3.0 Flash (Reasoning) costs $0.06 per 1M input tokens and $0.18 per 1M output tokens through the API.
Is Ling 3.0 Flash (Reasoning) open source?
Yes. Ling 3.0 Flash (Reasoning) is an open model released under the open weights license.
When was Ling 3.0 Flash (Reasoning) released?
InclusionAI released Ling 3.0 Flash (Reasoning) on August 4, 2026.
How does Ling 3.0 Flash (Reasoning) compare to Claude Opus 5.5 (Reasoning)?
Ling 3.0 Flash (Reasoning) scores 36 on the Intelligence Score versus 60.5 for Claude Opus 5.5 (Reasoning), the current #1. Input pricing is $0.06 vs $4 per 1M tokens.
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