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.
reasoningtool usevideo inputvisiontextimagevideo
Overview
- Type
- language
- Context
- 256K
- Max output
- 32K
- Input / output
- text, image, video / text
API
Model identifier
inclusionai/ling-3.0-flash-vlProviders and live performance
Rolling Gateway metrics. Latency is time to first token; throughput is output tokens per second.
| Provider | Status | Latency | Throughput | Uptime 15m / 1h / 1d | Input | Output | Cache read / write | Discount | Regions | ZDR | No training |
|---|---|---|---|---|---|---|---|---|---|---|---|
| novita | Operational | 0.97s / 1.21s | 306.0 / 308.8 tok/s | 100.00% / 100.00% / 100.00% | $0.07/M | $0.22/M | $0.01/M / — | — | — | — | No |
Pricing
input
0.000000075
output
0.00000022
input cache read
0.000000015
Capabilities
reasoningtool usevideo inputvisiontextimagevideo
Supported parameters
max tokens
Yes
temperature
Yes
stop
Yes
tools
Yes
tool choice
Yes
reasoning
Yes
include reasoning
Yes
Reasoning options
options
{
"type": "toggle"
}
Metadata
type
language
context window
256K
max output
32K
released
Sep 8, 2026
temperature control
Yes
zero data retention
none
no training
none
api specifications
v2, v3, v4