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Ling 3.0 Flash VL: price, performance and context
Open Ling 3.0 Flash VL by inclusionAI costs $0.021 per 1M input and $0.062 per 1M output tokens, handles up to 262.1K tokens in one request (≈ 790 pages of text) and scores 24.6 points on the AgentKernel performance index, rank 71 of 212.
Privacy: zero data retention with 2 providers, not in the EU. Availability over the last 24 h: 100%.
Open in the interactive comparisonKey facts
- Licence
- Open weights: free to download and self-host
- Input / 1M tokens
- $0.021
- Output / 1M tokens
- $0.062
- Context window
- 262.1K tokens
- Max. output
- 32.8K tokens
- Performance index
- 24.6 points · rank 71 of 212
- Coding index
- 57 points · rank 40 of 119
- Agentic index
- 28.7 points · rank 30 of 91
- Cost at your usage
- $0.036 / month
- Knowledge cutoff
- n/a
- In the catalog since
- Sep 10, 2026
- Capabilities
- Reasoning, Vision, Tool Calling
What do you get for $10.00?
Rules of thumb from the cost calculator, base rates without caching or taxes.
| Task | Cost per task | For $10.00 |
|---|---|---|
| Chat repliesA question with a short history, a detailed answer | $0.00 | 270,000 |
| Email draftsBullet points in, a finished email out | $0.00 | 335,000 |
| Document summariesRead 10 pages, write a one-page summary | $0.00 | 100,000 |
| Code reviewsReview and comment on 500 lines of code | $0.00 | 56,000 |
| Book analysesAnalyse a 300-page book in one go | $0.002 | 4,500 |
Cheaper with similar performance
| Model | Licence | Performance | Your cost / month |
|---|---|---|---|
| Ling 3.1 FlashinclusionAI | Proprietary | 41.1 | $0.00 |
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| Model | Licence | Performance | Your cost / month |
|---|---|---|---|
| GPT-5.1OpenAI | Proprietary | 24.7 | $3.75 |
| Grok 4.3xAI | Proprietary | 24.9 | $1.875 |
| InklingThinking Machines | Open | 25 | $2.013 |