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Muse Ember

Formerly crouton-alpha.Ranked10across last week'sOpenCodeusage with0.1%of observed2-monthvolume.

Context1M
Output524K
KnowledgeUnknown
ReleaseNov 2026
InputsText, Image, Video, Pdf, and Audio

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

2.2T tokens+100%

SEP 19, 2026NOV 13, 2026

+100%
Unique Users41K
Completed sessions554,695
Token Share0.1%
Weekly RetentionPending
Rank#10

Usage. Daily token volume.

Daily token usage chart
DateDaily tokens
NOV 32B
NOV 436B
NOV 5129B
NOV 6674B
NOV 7451B
NOV 8433B
NOV 9490B
NOV 100
NOV 110
NOV 120
NOV 130

Unique Users. Daily unique users.

Daily unique user chart
DateUnique Users
NOV 31.1K
NOV 46K
NOV 55.4K
NOV 67.5K
NOV 76.9K
NOV 86.6K
NOV 97.1K
NOV 100
NOV 110
NOV 120
NOV 130

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

Total spend$0.00
Cost input$0.10 / 1M
Cost output$0.50 / 1M
Average cost / Session$0.00
Average tokens / session4M
Cache Ratio0% input tokens

Geographic Breakdown

Peers. Nearby models by recent OpenCode token volume.

  1. 06inkling-2-smallThinking Machines4.7T tokens
  2. 07mimo-v2.6-flashXiaomi3.3T tokens
  3. 08nemotron-3.5-super-vlNVIDIA2.8T tokens
  4. 09deepseek-v4.1-flash-1017DeepSeek1.6T tokens
  5. 10muse-ember-1.0Meta1.4T tokens
  6. 11gpt-6-lunaOpenAI993B tokens
  7. 12deepseek-v4-proDeepSeek971B tokens
  8. 13deepseek-v4.1-flash-1017-opDeepSeek836B tokens
  9. 14iceman669B tokens
  10. 15nemotron-3.5-lightningNVIDIA638B tokens

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