InclusionAI Ling 3 Flash Fast is Inclusionai's language model with a 262K context window and up to 33K output tokens, starting at $0.06 / 1M input and $0.18 / 1M output. A high-throughput variant of the 124B-parameter Ling 3.0 Flash MoE model, optimized for token-efficient production-scale agentic inference.
| Specifications | |
|---|---|
inclusionai-ling-3-flash-fast | |
| Language | |
| Active | |
| Inclusionai | |
| 262K tokens | |
| 33K tokens | |
| Text | |
| Text | |
| default | |
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities3/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill·
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | ||
|---|---|---|---|
| Input $ / 1M | Output $ / 1M | Cache Read $ / 1M | |
| $0.06 | $0.18 | $0.012 | |
Cost Calculator
US Dollar ($)
Preset:
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| InclusionAI Ling 3.1 Flash | 262K | $0.075 | $0.225 | Available | |
| InclusionAI Ling 3.1 Flash Free | 262K | — | — | Available | |
| Ling 3.0 Flash VL | 262K | $0.060 | $0.180 | Available | |
| Ling 3.0 Flash Sante | 262K | $0.075 | $0.220 | Available | |
| InclusionAI Ling 3 Flash Fin | 262K | $0.075 | $0.220 | Available | |
| InclusionAI Ling 3 Flash Fast | — | 262K | $0.060 | $0.180 | Current |
| InclusionAI Ling 2.6 Flash | 262K | — | — | Deprecated | |
| InclusionAI Ling 2 Flash | — | — | — | — | Available |
Other Models
| Model | Tier | Released | Context | Input / 1M | Output / 1M |
|---|---|---|---|---|---|
| InclusionAI Ling 3 Tiny | — | 256K | — | — | |
| InclusionAI Ling 2 Mini | — | — | — | — | — |
| Ming Image 0.1 Design | — | — | — | — | — |
| Ming Image 0.1 Design Layer | — | — | — | — | — |
| InclusionAI Ling 1T | — | — | — | — | — |