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DeepSeek V4 Flash Vision Exp

Ranked--across last week'sOpenCodeusage with0.4%of observed2-monthvolume.

Context1M
Output384K
KnowledgeUnknown
ReleaseAug 2026
InputsText and Image

Momentum.Recent tokens, unique users, and market position.

4.8T tokens-6%

SEP 8, 2026NOV 2, 2026

-6%
Unique Users186K
Completed sessions1,047,945
Token Share0.4%
Weekly Retention58%
Rank--

Usage. Daily token volume.

Daily token usage chart
DateDaily tokens
SEP 8120B
SEP 9149B
SEP 10204B
SEP 11157B
SEP 12130B
SEP 13125B
SEP 14141B
SEP 15160B
SEP 16171B
SEP 17170B
SEP 18154B
SEP 19120B
SEP 20128B
SEP 21186B
SEP 22175B
SEP 23143B
SEP 24127B
SEP 25108B
SEP 2691B
SEP 2787B
SEP 28132B
SEP 29141B
SEP 30133B
OCT 191B
OCT 294B
OCT 379B
OCT 477B
OCT 5102B
OCT 6101B
OCT 7102B
OCT 8112B
OCT 9107B
OCT 1093B
OCT 1179B
OCT 12114B
OCT 13118B
OCT 1474B
OCT 1536B
OCT 1630B
OCT 1727B
OCT 1826B
OCT 1921B
OCT 2021B
OCT 2118B
OCT 2218B
OCT 2317B
OCT 2413B
OCT 2510B
OCT 2613B
OCT 270
OCT 280
OCT 290
OCT 300
OCT 310
NOV 10
NOV 20

Unique Users. Daily unique users.

Daily unique user chart
DateUnique Users
SEP 89.4K
SEP 98.9K
SEP 108.9K
SEP 116.5K
SEP 124.4K
SEP 134.1K
SEP 145.9K
SEP 155.9K
SEP 165.7K
SEP 175.8K
SEP 185.2K
SEP 194.2K
SEP 204.2K
SEP 216.1K
SEP 225.4K
SEP 234.8K
SEP 244.3K
SEP 253.4K
SEP 263K
SEP 273.1K
SEP 284.4K
SEP 294.5K
SEP 304.1K
OCT 13.5K
OCT 23.3K
OCT 32.7K
OCT 42.6K
OCT 53.4K
OCT 63.5K
OCT 73.6K
OCT 83.9K
OCT 93.9K
OCT 103.3K
OCT 112.8K
OCT 123.9K
OCT 134K
OCT 143.4K
OCT 152.2K
OCT 161.8K
OCT 171.5K
OCT 181K
OCT 191.4K
OCT 201.4K
OCT 211.3K
OCT 221.2K
OCT 231.1K
OCT 24860
OCT 25823
OCT 261K
OCT 270
OCT 280
OCT 290
OCT 300
OCT 310
NOV 10
NOV 20

Efficiency. Cost, cache behavior, and average session shape.

Total spend$57K
Cost input$0.30 / 1M
Cost output$1.20 / 1M
Average cost / Session$0.05
Average tokens / session4.6M
Cache Ratio98% input tokens

Geographic Breakdown

Peers. Nearby models by recent OpenCode token volume.

  1. 01deepseek-v4.1-flashDeepSeek141T tokens
  2. 02muse-spark-1.3-contributorMeta7.5T tokens
  3. 03glm-5.3-flashZhipu6.8T tokens
  4. 04beam-1.0-501b-a23bReflection6.2T tokens
  5. 05mimo-v2.6-flashXiaomi3.9T tokens
  6. 06iceman1.7T tokens
  7. 07nemotron-3.5-super-vlNVIDIA1.2T tokens
  8. 08gpt-6-lunaOpenAI1T tokens
  9. 09deepseek-v4.1-flash-1017-opDeepSeek1T tokens
  10. 10deepseek-v4-proDeepSeek893B tokens

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