InclusionAI
Ling 3.1 Flash
Tool callingStructured outputReasoning
Efficient model for low-latency assistance, extraction, and routine automation
- Context
- 262K
- Released
- 2w ago
- Input / 1M tokens
- $0.08
- Output / 1M tokens
- $0.22
- Cached input / 1M tokens
- $0.02
Sources:models.devOpenRouter
Benchmarks
DeepSWE is the primary coding benchmark where an exact model evaluation exists. Other sourced evaluations appear below; missing scores are not zero.
Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.
No benchmark results have been matched to this model yet.
Specifications
- Developer
- InclusionAI
- Model family
- Ling
- Type
- Language model
- Predecessor
- —
- Successor
- —
- Released
- September 29, 2026
- Model ID
inclusionai/ling-3.1-flash- Openness
- Closed
- License
- —
- Input modalities
- text
- Output modalities
- text
- Modality
- text->text
- Tokenizer
- Other
- Max output tokens
- 236K
- Hugging Face
- —
- Source freshness
- Metadata synced Oct 8, 2026, 10:17 PM UTC
Additional source evidence
- Source model
- inclusionai/ling-3.1-flash
- Source family
- ling
- Last updated
- 2026-09-29
- Model context
- 262K
- Model output limit
- 33K
- Open weights
- No
- File attachments
- No
- Reasoning
- Yes
- Tool calling
- Yes
Complete source record (JSON)
{
"id": "inclusionai/ling-3.1-flash",
"name": "Ling 3.1 Flash",
"description": "Efficient model for low-latency assistance, extraction, and routine automation",
"family": "ling",
"last_updated": "2026-09-29",
"attachment": false,
"reasoning": true,
"tool_call": true,
"modalities": {
"input": [
"text"
],
"output": [
"text"
]
},
"limit": {
"context": 262144,
"output": 32768
},
"release_date": "2026-09-29",
"open_weights": false
}Infrastructure
Provider availability
| Provider | Endpoint | Context | Input /M tokens | Output /M tokens | Cached input /M tokens | Cache write /M tokens | Uptime 1d | Data handling |
|---|---|---|---|---|---|---|---|---|
| novita | 262K | $0.08 | $0.22 | $0.02 | — | 100.00% | ZDR: YesTraining: Unknown Prompt logging: Unknown Retention: Unknown Checked 2026-10-15 | |
| deepinfra/fp4 | 262K | $0.30 | $0.90 | $0.06 | — | 97.41% | ZDR: YesTraining: Unknown Prompt logging: Unknown Retention: Unknown Checked 2026-10-15 |
Provider data:OpenRouter