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InclusionAI

Ling 3.0 Flash Sante

Ling 3.0 Flash Sante is a reasoning model from InclusionAI in the Ling 3.0 family. It has 6 scored results in 3 categories. It has no index.

  • Open weights
  • Reasoning
  • Input: text
  • Released 2026-10
UnrankedEnough results for an index.
IndexAll categories, out of 100.UnrankedMedian 51.0
CoverageIndex weight that has results.50%
SpeedOutput tokens per second.—Median 67/s
First tokenSeconds to the first output token.—Median 1.3 s
Input / 1MUS dollars per 1M input tokens.FreeMedian $0.60
Output / 1MUS dollars per 1M output tokens.FreeMedian $2.55
ContextMaximum tokens in one request.262KMedian 262K
EloLMArena rating and rank.—Median 1422

Capabilities

Index per category, out of 100.
Out of 100
AgenticMulti-step tasks with tools.4 counted64.5—
CodingCode writing and repair.None counted——
ReasoningLogic problems and puzzles.1 counted55.7—
MultimodalTasks with images and text.None counted——
KnowledgeFacts and expert knowledge.1 counted66.6—
MultilingualTasks in many languages.None counted——
InstructionTasks with strict prompt rules.None counted——
MathMath problems.None counted——

Results

6 counted
BenchmarkThe benchmark name.ResultThe score from the source.PlacePlace among results on this benchmark.
Humanity's Last Exam with toolsAgentic57.1%14 / 36
DeepSearchQAAgentic90.8%10 / 24
MCP AtlasAgentic75.6%22 / 52
BrowseCompAgentic80.2%29 / 63
Artificial Analysis Long Context ReasoningReasoning70.5%111 / 217
HealthBench ProfessionalKnowledge54.3%17 / 18
MedXpertQA TextKnowledge51.0%—

Sources

BenchLMCC BY-NC 4.0

History

5 releases
Output / 1MFree → Free
23 Oct 202612 Nov 2026

Questions

How much does Ling 3.0 Flash Sante cost?
Input tokens are free, output tokens are free.
What is the context window of Ling 3.0 Flash Sante?
262K tokens.
Is Ling 3.0 Flash Sante open source?
Yes. Its weights are published.
When was Ling 3.0 Flash Sante released?
October 2026.

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