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Favicon for inclusionai

inclusionAI: Ling 3.0 Flash Sante (free)

inclusionai/ling-3.0-flash-sante:free

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Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks.

Modalities

Price

Free

Context

262K

Released

Sep 4, 2026

Compare
ProvidersPerformanceUptimeAppsActivityFAQExplore

Providers

This model is hosted by one provider. OpenRouter forwards every request to it directly — no routing decisions to make.

Performance

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

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.

Apps

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.

Activity

Token volume and request traffic to this model over time.

Quick Start

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.

Explore more models

AI Model RankingsRanking
FreeFree1.43s106 tps
99.99%

Throughput

106tok/s

P50, best across providers

Latency

1.43s

P50, best provider

Uptime (3d)

99.91%

Availability (3d)

99.87%

Availability over the last 3 days

Last 72 hours
Availability 99.87%
3 Days Ago2 Days AgoYesterdayNow

Availability over the last 24 hours

OpenRouter Availability
99.86%

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.

1.
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Kilo Code
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Frequently asked questions

Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks.

Yes. The pricing shown on this page for Ling 3.0 Flash Sante (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 Sante (free) has a 262,144 token context window. It supports up to 32,768 completion tokens.

Yes. Ling 3.0 Flash Sante (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 Fin and Ling 3.0 Flash are other text models from inclusionAI.

Ling 3.0 Flash Sante (free) was released on September 4, 2026.