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Muse Ember

Formerly crouton-alpha.Ranked17across 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 21, 2026NOV 15, 2026

+100%
Unique Users41K
Completed sessions554,695
Token Share0.1%
Weekly RetentionPending
Rank#17

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
NOV 140
NOV 150

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
NOV 140
NOV 150

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. 13iceman693B tokens
  2. 14nemotron-3.5-lightningNVIDIA644B tokens
  3. 15glm-5.3Zhipu593B tokens
  4. 16longcat-2.5Meituan578B tokens
  5. 17muse-ember-1.0Meta490B tokens
  6. 18flint-40bRecursive457B tokens
  7. 19qwen3.8-flashQwen417B tokens
  8. 20mimo-v2.6-proXiaomi413B tokens
  9. 21claude-haiku-5-5Anthropic400B tokens
  10. 22hy4Tencent353B tokens

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