Health and medicine specialization of Ling 3.0 Flash for medical reasoning and evidence-based retrieval
Context
262K
262,144 tokens
Max output
33K
32,768 tokens
Input
$0.07
per 1M tokens
Output
$0.22
per 1M tokens
Providers
2
2 listings
Intelligence
—
Not yet scored
Pricing
USD per 1M tokens · listed by Novita AI
| Token type | Standard |
|---|---|
| Input | $0.07 |
| Output | $0.22 |
| Cache read | $0.01 |
Lowest input price across providers: $0.07.
Capabilities
ReasoningYes
On / off
Tool callYes
Structured outputUnknown
TemperatureYes
AttachmentsNo
Interleaved reasoningYes
Field: reasoning_content
Open weightsNo
ModeratedUnknown
Input
Text
Output
Text
Benchmarks
Published scores and Design Arena Elo
No published benchmark scores for this model yet.
Rankings
Position on each OneAtlas leaderboard
Providers · 2
2 listings
| Provider | Model ID | Context | Input limit | Output | Input $ | Output $ | Reasoning $ | Cache read | Cache write | Audio in | Audio out | Reasoning | Tools | Structured | Temp. | Updated |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 Novita AI | inclusionai/ling-3.0-flash-sante | 262K | — | 33K | $0.07 | $0.22 | — | $0.01 | — | — | — | Yes | Yes | Unknown | Yes | Sep 4, 2026 |
 Vercel AI Gateway | inclusionai/ling-3.0-flash-sante | 256K | — | 32K | $0.07 | $0.22 | — | $0.01 | — | — | — | Yes | Yes | Unknown | Yes | Sep 4, 2026 |