InclusionAI Ling 2.6 Flash is Inclusionai's language model with a 262K context window and up to 33K output tokens. A fast instruct model from InclusionAI with 104B total parameters and only 7.4B active parameters, optimized for real-world agentic tasks requiring rapid responses and strong execution.
| Specifications | |
|---|---|
inclusionai-ling-2-6-flash | |
| Language | |
| Deprecated | |
| Inclusionai | |
| 262K tokens | |
| 33K tokens | |
| Text | |
| Text | |
| · 6 months ago | |
| Benchmarks | |
|---|---|
| Intelligence Index | #322 |
| Coding Index | #133 |
| GPQA | #347 |
| HLE | #326 |
| IFBench | #131 |
| Time to First Token | #172 |
| SciCode | #369 |
| LCR | #318 |
| TerminalBench Hard | #151 |
| TAU2 | #92 |
| Output TPS | #412 |
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 | |
| $0.01 | $0.03 | $0.002 | |
Cost Calculator
US Dollar ($)
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 | Available |
| InclusionAI Ling 2.6 Flash | 262K | — | — | Current | |
| 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 | — | — | — | — | — |