Ling 3.1 Flash
Ranked20across last week'sOpenCodeusage with0.0%of observed2-monthvolume.
Context262K
Output33K
KnowledgeUnknown
ReleaseSep 2026
InputsText
Momentum.Recent tokens, unique users, and market position.
156B tokens+100%
AUG 15, 2026OCT 9, 2026
+100%
Unique Users24K
Completed sessions450,362
Token Share0.0%
Weekly RetentionPending
#20Rank#20
Usage. Daily token volume.
| Date | Daily tokens |
|---|---|
| OCT 2 | 6.3B |
| OCT 3 | 23B |
| OCT 4 | 23B |
| OCT 5 | 22B |
| OCT 6 | 22B |
| OCT 7 | 22B |
| OCT 8 | 21B |
| OCT 9 | 18B |
Unique Users. Daily unique users.
| Date | Unique Users |
|---|---|
| OCT 2 | 744 |
| OCT 3 | 2.5K |
| OCT 4 | 2.7K |
| OCT 5 | 2.9K |
| OCT 6 | 3.8K |
| OCT 7 | 3.9K |
| OCT 8 | 3.7K |
| OCT 9 | 3.5K |
Efficiency. Cost, cache behavior, and average session shape.
Geographic Breakdown
Peers. Nearby models by recent OpenCode token volume.
- 16mimo-v2.6-proXiaomi460B tokens
- 17muse-spark-1.2-contributorMeta396B tokens
- 18qwen3.8-flash272B tokens
- 19minimax-m3MiniMax199B tokens
- 20ling-3.1-flashinclusionAI149B tokens
- 21gpt-5.6-lunaOpenAI142B tokens
- 22kimi-k2.7-codeMoonshot139B tokens
- 23glm-5.3Zhipu106B tokens
- 24claude-haiku-5-5Anthropic77B tokens
- 25qwen3.7-plus76B tokens
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