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Step 5 PreviewL
Ling 3.0 Flash
Ling 3.0 Flash is an open-weight model from inclusionAI, released Jul 23, 2026. Its best result is #44 of 143 on LiveCodeBench with 83.99%. It costs $0.021 per million input tokens and $0.063 per million output tokens, with a 256K-token context window.
- Developer
- inclusionAI
- Released
- Jul 23, 2026
- Context window
- 256K
- Price in / out, per 1M tokens
- $0.021 / $0.063
- Weights
- Open
- Inputs
- Text
- Reasoning
- Yes
- Tool use
- Yes
- Hugging Face downloads, 30 days
- 9.7K
- Hugging Face likes
- 436
Benchmarks
| Benchmark | Score bar | Accuracy | Rank | Cost / test |
|---|---|---|---|---|
| SWE-benchCoding | 65.20% | 70 / 85 | $0.03 | |
| Vibe Code BenchCoding | 2.91% | 108 / 115 | $0.29 | |
| LiveCodeBenchCoding | 83.99% | 44 / 143 | $0.075 / $0.22 | |
| Legal Research BenchLaw | 0.00% | 85 / 85 | $0.04 | |
| MedCodeMedicine | 32.27% | 90 / 107 | $0.075 / $0.22 | |
| GPQA DiamondReasoning | 84.85% | 50 / 138 | $0.075 / $0.22 | |
| MMLU-ProReasoning | 82.01% | 82 / 138 | $0.075 / $0.22 |
Vals AI, as of Oct 24, 2026.
Compare Ling 3.0 Flash
Questions
Who makes Ling 3.0 Flash?
Ling 3.0 Flash is made by inclusionAI.
How much does Ling 3.0 Flash cost?
$0.021 per million input tokens and $0.063 per million output tokens, at its provider’s list price.
What is Ling 3.0 Flash’s context window?
256K tokens (262,144).
Is Ling 3.0 Flash open source?
Ling 3.0 Flash has open weights, downloadable from Hugging Face (inclusionAI/Ling-3.0-flash).