Ling-3.0-flash (free)
Analysis Summary
Ling-3.0-flash (free) is an inclusionAI model with measured coding capability that stands out relative to its reasoning and agentic results. It supports tool use and function calling, with a 262,144-token context window, but the supplied record lists text-only input. The data suggests a useful coding-oriented option, while its lower reasoning and agentic measurements counsel against treating it as a general-purpose autonomous worker.
The free listing makes it attractive for experimentation, routine coding assistance, and high-volume tasks where a human can review outputs. It is less suited to unsupervised multi-step client workflows or nuanced content production without evaluation. Consider it a cost-conscious supporting model, and test its reliability on the specific code and tool-call patterns that matter before granting access to production systems.
Assessed September 23, 2026
Editorial notes
Free Ling-3.0-flash pairs strong coding results with tool and function calling and a 262K context; its weaker reasoning and agentic measurements limit complex autonomous work.
The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?
DFO Verdict
Free Ling-3.0-flash pairs strong coding results with tool and function calling and a 262K context; its weaker reasoning and agentic measurements limit complex autonomous work.
Benchmarks
Artificial Analysis data refreshed Oct 8, 2026. Arena ratings from the Oct 2, 2026 text leaderboard, with style control.
How Ling-3.0-flash (free) compares
Ling-3.0-flash (free) ranks #125 of 435 AI models we track for overall intelligence, #62 of 198 for coding, #71 of 181 for agentic tasks. Its 262K-token context window is larger than 75% of the models we list. Ling-3.0-flash (free) is currently free to use via OpenRouter.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
About Ling-3.0-flash (free)
*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..
Frequently asked questions about Ling-3.0-flash (free)
How much does Ling-3.0-flash (free) cost?
Ling-3.0-flash (free) is currently available for free via OpenRouter.
What is the context window of Ling-3.0-flash (free)?
Ling-3.0-flash (free) has a context window of 262,144 tokens (262K).
Is Ling-3.0-flash (free) good for coding?
On our coding benchmark index, Ling-3.0-flash (free) ranks #62 of 198 models, placing it in the broader range of the field for code generation and debugging.
What can Ling-3.0-flash (free) do?
Ling-3.0-flash (free) supports tool use and function calling.
Who created Ling-3.0-flash (free)?
Ling-3.0-flash (free) is developed by Inclusionai and was released on July 23, 2026.