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 agent capabilities. Hybrid instant/reasoning model with tool calling.
Modalities
Price
Free
Context
262K
Released
Sep 10, 2026
This model is hosted by one provider. OpenRouter forwards every request to it directly — no routing decisions to make.
Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better).
Uptime is the percentage of the past 3 days that at least one provider was responding to requests. Availability is the percentage of time that inference was successfully served. OpenRouter continuously monitors and uses the next-best provider when one returns an error.
Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.
Token volume and request traffic to this model over time.
Drop-in code to call this model. OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. The only thing that changes between models is the model slug below.
| Free | Free | 1.46s | 82 tps |
Throughput
82tok/s
P50, best across providers
Latency
1.46s
P50, best provider
96.69%
96.65%
When an error occurs in an upstream provider, we can recover by routing to another healthy provider, if your request filters allow it. You can access per-provider uptime data programmatically through the Endpoints API. Learn more about our load balancing and customization options.
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 agent capabilities. Hybrid instant/reasoning model with tool calling.
Yes. The pricing shown on this page for Ling 3.0 Flash VL (free) is zero, so you are not charged for prompt or completion tokens. Free endpoints are rate limited — see the rate limit docs.
Ling 3.0 Flash VL (free) has a 262,144 token context window. It supports up to 32,768 completion tokens.
Yes. Ling 3.0 Flash VL (free) accepts tools and tool_choice for function calling. It does not support response_format, so JSON output is not enforced.
Ling 3.0 Flash VL (free) accepts text, images and video as input and returns text.
Ling 3.0 Flash Sante (free), Ling 3.0 Flash Fin and Ling 3.0 Flash are other text models from inclusionAI.
Ling 3.0 Flash VL (free) was released on September 10, 2026.