Ling 3.0 Flash Fin
Ranked16across last week'sOpenCodeusage with0.3%of observed2-monthvolume.
Context262K
Output33K
KnowledgeUnknown
ReleaseAug 2026
InputsText
Momentum.Recent tokens, unique users, and market position.
2.4T tokens+100%
AUG 8, 2026OCT 2, 2026
+100%
Unique Users129K
Completed sessions3,492,963
Token Share0.3%
Weekly RetentionPending
#16Rank#16
Usage. Daily token volume.
| Date | Daily tokens |
|---|---|
| AUG 28 | 20B |
| AUG 29 | 56B |
| AUG 30 | 59B |
| AUG 31 | 59B |
| SEP 1 | 59B |
| SEP 2 | 58B |
| SEP 3 | 58B |
| SEP 4 | 60B |
| SEP 5 | 61B |
| SEP 6 | 60B |
| SEP 7 | 60B |
| SEP 8 | 61B |
| SEP 9 | 60B |
| SEP 10 | 59B |
| SEP 11 | 52B |
| SEP 12 | 57B |
| SEP 13 | 57B |
| SEP 14 | 85B |
| SEP 15 | 95B |
| SEP 16 | 96B |
| SEP 17 | 98B |
| SEP 18 | 98B |
| SEP 19 | 94B |
| SEP 20 | 101B |
| SEP 21 | 109B |
| SEP 22 | 110B |
| SEP 23 | 112B |
| SEP 24 | 103B |
| SEP 25 | 99B |
| SEP 26 | 96B |
| SEP 27 | 88B |
| SEP 28 | 72B |
| SEP 29 | 0 |
| SEP 30 | 0 |
| OCT 1 | 0 |
| OCT 2 | 0 |
Unique Users. Daily unique users.
| Date | Unique Users |
|---|---|
| AUG 28 | 2.3K |
| AUG 29 | 4.1K |
| AUG 30 | 6.1K |
| AUG 31 | 6.7K |
| SEP 1 | 6K |
| SEP 2 | 5.5K |
| SEP 3 | 5.5K |
| SEP 4 | 5K |
| SEP 5 | 4.6K |
| SEP 6 | 4.5K |
| SEP 7 | 4.4K |
| SEP 8 | 4.1K |
| SEP 9 | 3.8K |
| SEP 10 | 3.6K |
| SEP 11 | 3.5K |
| SEP 12 | 3K |
| SEP 13 | 3.3K |
| SEP 14 | 3.9K |
| SEP 15 | 3.8K |
| SEP 16 | 3.9K |
| SEP 17 | 2.8K |
| SEP 18 | 3.2K |
| SEP 19 | 3.6K |
| SEP 20 | 3.1K |
| SEP 21 | 2.7K |
| SEP 22 | 2.9K |
| SEP 23 | 2.9K |
| SEP 24 | 2.8K |
| SEP 25 | 2.7K |
| SEP 26 | 2.4K |
| SEP 27 | 2.4K |
| SEP 28 | 2.7K |
| SEP 29 | 2.6K |
| SEP 30 | 2.1K |
| OCT 1 | 2K |
| OCT 2 | 512 |
Efficiency. Cost, cache behavior, and average session shape.
Geographic Breakdown
Peers. Nearby models by recent OpenCode token volume.
- 12gpt-6-lunaOpenAI638B tokens
- 13deepseek-v4-proDeepSeek462B tokens
- 14mimo-v2.6-proXiaomi461B tokens
- 15nemotron-3.5-lightningNVIDIA264B tokens
- 16ling-3.0-flash-fininclusionAI256B tokens
- 17qwen3.8-flash254B tokens
- 18gpt-5.6-lunaOpenAI194B tokens
- 19minimax-m3MiniMax180B tokens
- 20mai-experimental-test171B tokens
- 21kimi-k2.7-codeMoonshot135B tokens
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