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Ling-2.6-flash

by inclusionai · Released Apr 2026

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Context
262K tokens (~131 books)
Input $/1M
$0.01
Output $/1M
$0.03
Type
text
License
Proprietary
Benchmarks
1 tested
Data as of
About

Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency....

Tested on 1 benchmarks. Top scores: Artificial Analysis — Quality Index (19.3%).

Capabilities
speed
19.3
#107 globally
Benchmark Scores
Compare All
Tested on 1 benchmarks · Ranked across 1 categories
Score Distribution (all 312 models)
0255075100
speedCompare speed →
Artificial Analysis — Quality Index

Artificial Analysis Quality Index. Composite quality score combining multiple benchmark results into a single metric.

19.3·
Quick compare:Alibaba logovs Qwen3 Coder Next FP8Alibaba logovs Qwen2.5 Coder 32B Instruct AWQvs Speaker Diarization Community 1
Excellent (85+) Good (70-85) Average (50-70) Below (<50)
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ling-2-6-flash
Specifications
  • Typetext
  • Context262K tokens (~131 books)
  • ReleasedApr 2026
  • LicenseProprietary
  • StatusActive
  • Cost / Message~$0.000
Available On
inclusionai$0.01
Categories
speed
Learn More
context-windowtransformertokens
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Ling-2.6-flash is a proprietary text AI model by inclusionai, released in April 2026. Context window: 262K tokens.

Related Models

Qwen3 Coder Next FP8 · AlibabaQwen2.5 Coder 32B Instruct AWQ · AlibabaSpeaker Diarization Community 1 · PyannoteGemma 3 12B (free) · Google DeepMindQwen3 Next 80B A3B Instruct (free) · Alibaba Qwen

Benchmarks

Artificial Analysis — Quality Index

Related Pages

inclusionai · Providerinclusionai · EconomyAll ModelsCompare ModelsPricingDevelopers · APIContext Window · Glossary

Key facts · as of 2026-06-22

  • Ling-2.6-flash by inclusionai. Not enough public benchmark scores to rank yet.
  • List price $0.0100 input · $0.0300 output per 1M tokens (as of 2026-06-22).

How to cite · data as of 2026-06-22

Ling-2.6-flash · benchmarks, pricing and providers. BenchGecko, data as of 2026-06-22. https://benchgecko.ai/model/ling-2-6-flash

Credit "Source: BenchGecko" with a link. Prices per provider and Gecko Tests are BenchGecko data (CC BY 4.0); benchmark scores keep their original source, listed in the JSON. JSON · llms.txt · MCP