inclusionAI: Ling 3.0 Flash VL
by inclusionAIinclusionAI: Ling 3.0 Flash VL is a large language model from inclusionAI. It costs $0.060 per million input tokens and $0.180 per million output tokens. Its context window is 131K tokens.
- Input / 1M tokens
- $0.060
- Output / 1M tokens
- $0.180
- Cached input / 1M
- $0.012
- Context window
- 131K
On repeated prefixes
tokens
Who serves it cheapest
1 hosts serve Ling 3.0 Flash VL. Same weights, same API - the price difference is pure margin and routing.
| Provider | Input / 1M | Output / 1M | Context | Throughput | Uptime 24h |
|---|---|---|---|---|---|
| DeepInfraCheapestfp16 | $0.060 | $0.180 | 131K | - | 99.3% |
Benchmarks
Independent scores published alongside the catalogue.
- Intelligence index
- 24.6
- Coding index
- 57.0
- Agentic index
- 28.7
About Ling 3.0 Flash VL
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Specifications
| Model ID | inclusionai/ling-3.0-flash-vl |
|---|---|
| Provider | inclusionAI |
| Context window | 131K tokens |
| Max output | 33K tokens |
| Input modalities | text, image, video |
| Output modalities | text |
| Knowledge cutoff | - |
| Open weights | Yes - inclusionAI/Ling-3.0-flash-VL |
| Released | September 10, 2026 |
Cheaper alternatives
Models that cost less than Ling 3.0 Flash VL while keeping at least half its context window and every input modality it supports.
Qwen3.7 Flash
$0.030 in · $0.130 out
1.6× cheaperNemotron 3 Nano Omni (free)
Free in · Free out
Jev Router
$-1000000.0000 in · $-1000000.0000 out
about the same cheaperAuto Router (Beta)
$-1000000.0000 in · $-1000000.0000 out
about the same cheaperAuto Router
$-1000000.0000 in · $-1000000.0000 out
about the same cheaperFrequently asked
How much does inclusionAI: Ling 3.0 Flash VL cost?
$0.060 per million input tokens and $0.180 per million output tokens. Cached input reads cost $0.012 per million tokens.
What is the context window of inclusionAI: Ling 3.0 Flash VL?
131K tokens, with up to 33K tokens of output per request.