Ling-3.0-flash-VL
Ling-3.0-flash-VL is a model from InclusionAI. Public documentation is limited; it is listed under the InclusionAI provider in multi-model catalogs.
Model Overview
Capabilities, design details, and architectural traits
Ling-3.0-flash-VL - InclusionAI's flash-tier vision-language entry
Ling-3.0-flash-VL is a model from InclusionAI. The supplied documentation for this specific model is thin, so this overview sticks to what is verifiable and avoids speculating about architecture or capabilities.
Documented traits
| Trait | Detail |
|---|---|
| Creator | InclusionAI, listed as a model provider in multi-model catalogs |
| Series | Part of the Ling model family, indicated by the name |
| Name positioning | The flash and VL suffixes in the name denote the model's tier and modality focus |
What is and is not documented
- InclusionAI appears as a provider in aggregated model catalogs, which is where this model is surfaced.
- No official model card, technical blog, or announcement with concrete details on Ling-3.0-flash-VL was available in the supplied material.
- Details such as the context window and supported input types are not documented here and should not be assumed from the name alone.
For reliable technical specifics, consult InclusionAI's own release notes or the model card before deploying Ling-3.0-flash-VL in production.
Benchmark Performance
Independent evaluations · Artificial Analysis
Accuracy & Capability Details
Compare Models Side-by-Side
Evaluate specifications, pricing, and independent benchmark indices
| Model Details | |||
|---|---|---|---|
| General Info | |||
| Provider | InclusionAI | Anthropic | Meta |
| Release Date | September 10, 2026 | September 1, 2026 | September 2, 2026 |
| Knowledge Cutoff | - | - | - |
| Context & Limits | |||
| Context Window | 262K | - | 1M Best Context Window |
| Pricing (per 1M tokens) | |||
| Input Pricing | Free Best Input Pricing | $10 | $1.25 |
| Output Pricing | Free Best Output Pricing | $50 | $4.25 |
| Modalities | |||
| Inputs | text | textimagefile | textimagefilevideo |
| Outputs | text | text | text |
| Benchmarks (0-100) | |||
| Intelligence Index | 24.8 | 53.4 Best Intelligence Index | 53.0 |
| Coding Index | 57.0 | 81.6 Best Coding Index | 76.3 |
| Agentic Index | 30.0 | 58.0 Best Agentic Index | 55.6 |
GPQA Benchmark
Graduate-level reasoning and expert Q&A evaluation.
Humanity's Last Exam
Extremely difficult logical reasoning and knowledge.
Long Context Reasoning
Logical reasoning over long context windows.
Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.