inclusionAI · Released Sep 4, 2026Ling 3.0 Flash Sante
Health and medicine specialization of Ling 3.0 Flash for medical reasoning and evidence-based retrieval.
- Capability
- —No ECI score yet
- Input
- $0.075per 1M tokens
- Output
- $0.22per 1M tokens
- Context
- 262K33K max output
What it costs
- Input
- $0.075per million tokens
- Output
- $0.22per million tokens
- Blended (3:1)
- $0.111cheaper than 89% of priced models
Typical monthly bills
| Monthly usage | Estimated cost |
|---|---|
| Side project2M input + 0.5M output tokens | $0.26 |
| Team assistant25M input + 5M output tokens | $2.98 |
| Production app250M input + 50M output tokens | $29.75 |
Median of 2 paid API providers on models.dev.
Independent benchmarks
Epoch AI has not published a Capabilities Index score for Ling 3.0 Flash Sante yet.
The details
- Lab
- inclusionAI
- Released
- Sep 4, 2026
- Context window
- 262,144 tokens
- Max output
- 32,768 tokens
- Inputs
- Text
- Output
- Text
- Reasoning
- Always on
- Tool calling
- Yes
- Structured output
- No
- Weights
- Proprietary
- Availability
- 2 API providerslisted on models.dev
More from inclusionAI
About Ling 3.0 Flash Sante
How much does Ling 3.0 Flash Sante cost?
Ling 3.0 Flash Sante costs $0.075 input / $0.22 output per million tokens (median across 2 API providers). At a 3:1 input-to-output mix that is $0.111 per million tokens, cheaper than 89% of the 445 priced models we track.
What is the context window of Ling 3.0 Flash Sante?
Ling 3.0 Flash Sante accepts up to 262,144 tokens per request and can write up to 32,768 tokens in one response.
How good is Ling 3.0 Flash Sante?
Epoch AI has not published a Capabilities Index score for Ling 3.0 Flash Sante yet.
Is Ling 3.0 Flash Sante open source?
No. Ling 3.0 Flash Sante is proprietary; you use it through an API or partner platforms.
What inputs does Ling 3.0 Flash Sante support?
Ling 3.0 Flash Sante accepts text and replies in text. It is a reasoning model, supports tool calling.
When was Ling 3.0 Flash Sante released?
inclusionAI released Ling 3.0 Flash Sante on Sep 4, 2026.
What are the best alternatives to Ling 3.0 Flash Sante?
The closest current models from other labs on capability, price and release date are Laguna S 2.1 (Poolside, $0.09 / $0.18), Nemotron 3.5 Lightning 30B A3B (NVIDIA, $0.055 / $0.20), Granite 4.2 8B (IBM, $0.06 / $0.15) and Gemma 4 12B IT (Google, $0.075 / $0.275).