InclusionAI
Ling-3.0-flash-VL
Ling 3.0 Flash VL builds on Ling 3.0 Flash with stronger language capabilities, native visual perception, and visual agent capabilities. It supports text, image, and video inputs with text output, reasoning, and function calling.
InclusionAI model releasesModel Snapshot
TypeLanguage
ReleaseSep 8, 2026
Context131,072
Tagsfree, reasoning, tool-use, video-input
Overall
Rank #170 across 687
24.6
Coding
Rank #115 across 330
57.0
Blended Price
Rank #31 across 432
$0.111/M
Strength Profile
Percentile score by analysis domain.
* Cost is inverted: lower input, output, and blended prices rank higher.
Benchmark Percentiles
Higher bars mean stronger relative placement.
Model Details
Runtime
Output Speed148.3 tok/s
First Token1.48s
Max Output32,768
Pricing
Blended$0.111/M
Input$0.075/M
All Benchmarks
| Metric | Domain | Value | Rank |
|---|---|---|---|
| Artificial Analysis Intelligence Index | overall | 24.6 | #170 |
| Artificial Analysis Coding Index | coding | 57.0 | #115 |
| GPQA | reasoning | 86.2% | #120 |
| Humanity's Last Exam | reasoning | 22.0% | #181 |
| SciCode |