Ling 3.0 Flash VL
by inclusionAIinclusionai/ling-3.0-flash-vl
LLMCompare cannot run Ling 3.0 Flash VL yet.No route to this model is configured on this site yet. Its prices and parameters are listed below for reference.
See the models that can be run nowLing 3.0 Flash VL at a glance
- Context length
- 131,072 tokens
- Maximum output
- 32,768 tokens
- Accepts
- Text, Image, Video
- Returns
- Text
- Features
- JSON outputTool callingPrompt cachingImage input
- Reasoning effort levels
- Not supported
- Released
- 10 Sep 2026
- Knowledge cutoff
- Not published
Model facts synced from the OpenRouter model list on 21 Oct 2026.
Ling 3.0 Flash VL pricing by route
A route is the service LLMCompare calls to reach the model. Ling 3.0 Flash VL has 1 route. Prices are in US dollars.
| Route | On LLMCompare | Inputper 1M tokens | Outputper 1M tokens | Cache readper 1M tokens | Price verified on | Source |
|---|---|---|---|---|---|---|
| OpenRouterDefault | Not configured | $0.06 | $0.18 | $0.012 | openrouter.ai/inclusionai/ling-3.0-flash-vl |
The cost shown in an LLMCompare report is calculated from these prices as they were at the time of the run.
Cost calculator
Estimate what a batch of calls to Ling 3.0 Flash VL costs. The starting numbers are examples. Change them to match your task.
Part of the input tokens above, billed at the cache read price.
- Cost per call
- $0.00015
- 1 credits
- Cost of 100 calls
- $0.015
- 100 credits
Calculated from the OpenRouter prices verified on 21 Oct 2026. Credits are the cost plus a 20% service fee, at $0.001 per credit, rounded up for each call, with a minimum of 1 per call. A real run is charged for the usage the provider reports.
Parameters you can set
These are the parameters LLMCompare can set when it calls the model through OpenRouter.
| Parameter | Type | Range or options | Default |
|---|---|---|---|
temperature | Number | 0 to 2in steps of 0.1 | Provider default |
top_p | Number | 0 to 1in steps of 0.05 | Provider default |
max_tokens | Integer | 1 to 32,768 | Provider default |
seed | Integer | -2,147,483,648 to 4,294,967,295 | Provider default |
response_format | One of | textjson_object | Provider default |
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...
Description as published for this model. LLMCompare has not edited it.
Models to compare with Ling 3.0 Flash VL
Text models from the same provider and models at the nearest price. The order is not a ranking.
| Add to comparison | Model | Context | Max output | Input priceper 1M tokens | Output priceper 1M tokens | Features | Released | On LLMCompare |
|---|---|---|---|---|---|---|---|---|
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Ling 3.0 FlashinclusionAIinclusionai/ling-3.0-flash | 262k | 32.8k | $0.021 | $0.063 | JSONToolsCache | No route yet | ||
Solar Mini 4Upstageupstage/solar-mini4 | 524k | 131k | $0.05 | $0.20 | ReasoningJSONToolsCache | No route yet | ||
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Questions about Ling 3.0 Flash VL
- How much does Ling 3.0 Flash VL cost?
- On the OpenRouter route, Ling 3.0 Flash VL costs $0.06 per 1 million input tokens and $0.18 per 1 million output tokens, in US dollars. Input tokens that Ling 3.0 Flash VL reads from the prompt cache cost $0.012 per 1 million tokens. LLMCompare verified this price on 21 Oct 2026.
- What is the context length of Ling 3.0 Flash VL?
- Ling 3.0 Flash VL has a context length of 131,072 tokens and returns up to 32,768 output tokens in one call.
- What inputs does Ling 3.0 Flash VL accept?
- Ling 3.0 Flash VL accepts these inputs: Text, Image, Video. Ling 3.0 Flash VL returns: Text.
- Can I test Ling 3.0 Flash VL on my own data?
- Not yet. LLMCompare lists the prices and parameters of Ling 3.0 Flash VL, but no route to Ling 3.0 Flash VL is configured on LLMCompare, so it cannot be selected for an evaluation.