Ling 3.0 Flash
by NanoGPT · family ling · listed Jul 2026T
Ling-3.0-flash is a 124B-parameter Mixture-of-Experts model with approximately 5.1B parameters active per token. It prioritizes token efficiency and production-scale agentic inference, helping coding and tool-using agents complete more work within constrained latency and serving budgets.
Current rates USD per 1M tokens
Input$0.075
Output$0.22
Cache read$0.015
Cache write—
Against the market
On the record
- Model id
inclusionai/ling-3.0-flash- Context window
- 262K tokens
- Max output
- 33K tokens
- Input modalities
- text
- Output modalities
- text
- Reasoning
- no
- Tool calls
- yes
- Open weights
- no
- Knowledge cutoff
- —
- Released
- 2026-07-23
- Last updated
- 2026-07-23
- Provider docs
- docs.nano-gpt.com
Back of the envelope
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