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Ling 3.1 Flash: price, performance and context
Proprietary Ling 3.1 Flash by inclusionAI costs $0.00 per 1M input and $0.00 per 1M output tokens, handles up to 262.1K tokens in one request (≈ 790 pages of text) and scores 41.1 points on the AgentKernel performance index, rank 21 of 212.
Privacy: zero data retention with one provider, not in the EU. Availability over the last 24 h: 100%.
Open in the interactive comparisonKey facts
- Licence
- Proprietary: no public weights, only through a provider API
- Input / 1M tokens
- $0.00
- Output / 1M tokens
- $0.00
- Context window
- 262.1K tokens
- Max. output
- 32.8K tokens
- Performance index
- 41.1 points · rank 21 of 212
- Coding index
- n/a
- Agentic index
- n/a
- Cost at your usage
- $0.00 / month
- Knowledge cutoff
- n/a
- In the catalog since
- Oct 02, 2026
- Capabilities
- Reasoning, 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 | unlimited |
| Email draftsBullet points in, a finished email out | $0.00 | unlimited |
| Document summariesRead 10 pages, write a one-page summary | $0.00 | unlimited |
| Code reviewsReview and comment on 500 lines of code | $0.00 | unlimited |
| Book analysesAnalyse a 300-page book in one go | $0.00 | unlimited |
Cheaper with similar performance
No matching alternative in the catalog.
Stronger models
| Model | Licence | Performance | Your cost / month |
|---|---|---|---|
| GLM 5.3 FlashZ.ai | Open | 41.8 | $0.275 |
| Claude Opus 4.8Anthropic | Proprietary | 41.8 | $11.25 |
| GPT-5.6 TerraOpenAI | Proprietary | 42.1 | $5.00 |
Open alternatives
| Model | Licence | Performance | Your cost / month |
|---|---|---|---|
| MiMo-V2.6-ProXiaomi | Open | 46.3 | $0.653 |
| GLM 5.3Z.ai | Open | 44.8 | $1.79 |
| Kimi K3Moonshot AI | Open | 43.6 | $4.195 |