InclusionAI Ling 2 Flash is Inclusionai's language model. A fast, lightweight variant of InclusionAI's Ling 2 series, optimized for low-latency language generation.
| Specifications | |
|---|---|
inclusionai-ling-2-flash | |
| Language | |
| Active | |
| Inclusionai | |
| Text | |
| Text | |
| Benchmarks | |
|---|---|
| Intelligence Index | #389 |
| Math Index | #137 |
| MMLU-Pro | #160 |
| GPQA | #310 |
| HLE | #332 |
| LiveCodeBench | #146 |
| IFBench | #320 |
| Time to First Token | #509 |
| SciCode | #341 |
| AIME 2025 | #137 |
| LCR | #370 |
| TerminalBench Hard | #217 |
| TAU2 | #334 |
| Output TPS | #250 |
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
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·
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 | — | — | Deprecated | |
| InclusionAI Ling 2 Flash | — | — | — | — | Current |
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 | — | — | — | — | — |