inclusionAI: Ling 3.0 Flash
by inclusionAIinclusionAI: Ling 3.0 Flash is a large language model from inclusionAI. It costs $0.021 per million input tokens and $0.063 per million output tokens. Its context window is 262K tokens.
- Input / 1M tokens
- $0.021
- Output / 1M tokens
- $0.063
- Cached input / 1M
- $0.0042
- Context window
- 262K
On repeated prefixes
tokens
Who serves it cheapest
2 hosts serve Ling 3.0 Flash. Same weights, same API - the price difference is pure margin and routing.
| Provider | Input / 1M | Output / 1M | Context | Throughput | Uptime 24h |
|---|---|---|---|---|---|
| NovitaCheapest | $0.021 | $0.063 | 262K | - | 100.0% |
| DeepInfrabf16 | $0.060 | $0.180 | 131K | - | 98.1% |
The spread between Novita and DeepInfra is 2.9× for identical weights. Quantization and context limits differ, so check both columns before switching.
Benchmarks
Independent scores published alongside the catalogue.
- Coding index
- 50.6
- Agentic index
- 21.0
About Ling 3.0 Flash
*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...
Specifications
| Model ID | inclusionai/ling-3.0-flash |
|---|---|
| Provider | inclusionAI |
| Context window | 262K tokens |
| Max output | 33K tokens |
| Input modalities | text |
| Output modalities | text |
| Knowledge cutoff | - |
| Open weights | Yes - inclusionAI/Ling-3.0-flash |
| Released | July 23, 2026 |
Cheaper alternatives
Models that cost less than Ling 3.0 Flash while keeping at least half its context window and every input modality it supports.
Frequently asked
How much does inclusionAI: Ling 3.0 Flash cost?
$0.021 per million input tokens and $0.063 per million output tokens. Cached input reads cost $0.0042 per million tokens.
What is the context window of inclusionAI: Ling 3.0 Flash?
262K tokens, with up to 33K tokens of output per request.
Which provider serves inclusionAI: Ling 3.0 Flash cheapest?
Novita at $0.021 per million input tokens - 2.9× cheaper than DeepInfra, the most expensive of the 2 hosts serving it.