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Ling 3.0 FlashOPEN
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*.
Prices update automatically — checked daily against provider list prices.
- $0.03 per 1M tokens, assuming 3 input for 1 output the convention used by Artificial Analysis
- cheaper than 91% of the 201 open-weight models tracked here
- 1 of 3 Inclusionai models tracked here, from cheapest
Benchmarks & performance
Independent benchmark scores for Ling 3.0 Flash, measured by Artificial Analysis. Higher is better.
For the same budget, Ling 3.0 Flash delivers 25 times more capability. Open weights also mean you can self-host it and pay nothing per token.
Models at this level cost $0.69 per 1M tokens (median of 18) — this one costs $0.03.
No model tracked here is both cheaper and better on this index.
About this model
Ling 3.0 Flash is an open-weight AI model by Inclusionai. You can download and self-host it for free; the prices below are hosted-API list prices, tracked daily, for when you prefer convenience over self-hosting.
Frequently asked questions
What is Ling 3.0 Flash?
Ling 3.0 Flash is an AI language model from Inclusionai. It is open-weight: you can download it and run it on your own hardware, for free. It scores 20.1 on the Artificial Analysis intelligence index.
Is Ling 3.0 Flash free?
The weights are free and open — you can self-host Ling 3.0 Flash and pay nothing per token. If you prefer a hosted API, list prices are $0.02 per million input tokens and $0.06 per million output tokens.
What is Ling 3.0 Flash good at?
Independent benchmarks from Artificial Analysis give it GPQA 85.5%, Humanity's Last Exam 23.7%, Long Context Reasoning 73%, SciCode 42%, τ-Bench Banking 27.2%, Terminal-Bench 55.4%. It is particularly used for code generation.
Can I self-host Ling 3.0 Flash?
Yes. Ling 3.0 Flash has open weights, so you can download it and run it on your own GPU or server with tools like Ollama, vLLM or llama.cpp — with no per-token cost.