Muse Wonder
meta/muse-wonder-1.0
frontier coding, long-running agents and advanced computer use.
cmd --model meta/muse-wonder-1.0
Intelligence index
not yet scored
Coding index
not yet scored
Input
$4 /M
Output
$20 /M
Cache read
$0.20 /M
Agent-loop cost
$1.34 /M in
Context window
1.05M tokens
Released
October 12, 2026
Modalities
→
vs. the lineup
Muse Wonder beside its stablemates and nearest rivals. The ◆ marks the best value in each column across every row shown.
pin a rival:
| Model | Intelligence | Coding | Input $/M | Output $/M | Blended $/M | Context |
|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 48.1◆ | 75.8◆ | $1.25◆ | $4.25◆ | $2◆ | 1.05M◆ |
| Muse Spark 1.2 | 39.6◆ | 72.2◆ | $1.25◆ | $4.25◆ | $2◆ | 1.05M◆ |
| Muse Spark 1.1 | 33.7◆ | 71.3◆ | $1.25◆ | $4.25◆ | $2◆ | 1.05M◆ |
| Muse Wonder ◆ | —◆ | —◆ | $4◆ | $20◆ | $8◆ | 1.05M◆ |
| Muse Spark 1.2 Contributor | —◆ | —◆ | $0.10◆ | $0.20◆ | $0.13◆ | 1.05M◆ |
| Muse Spark 1.3 Contributor | —◆ | —◆ | $0.10◆ | $0.20◆ | $0.13◆ | 1.05M◆ |
| DeepSeek V4 Pro (latest)pinned | 36◆ | 68.8◆ | $0.66◆ | $1.98◆ | $0.99◆ | 1M◆ |
| DeepSeek V4 Flash (latest)pinned | 34◆ | 69.1◆ | $0.15◆ | $0.60◆ | $0.26◆ | 1M◆ |
usage calculator
How far a month of credits goes on Muse Wonder.
Muse Wonder runs on Max and up — from $100/mo.
Input tokensfresh prompt
800Output tokensmodel reply
180Cache read tokensre-read context
50Kcost / request $0.017 · in $4 · out $20 · cache $0.20 per M
fresh input 19%output 21%cache reads 60%
Requests / 30 days
6.0K
$100 credits ÷ $0.017 per request
~1.2K quick fixes~238 bug fixes~40 feature PRs
what real work costs
Real coding tasks priced end to end on Muse Wonder, from a quick lookup to a full-repo agent run.
One agent task
$0.45
180K in at 75% cache hit, 12K out
What you pay
$2.33 /M
all-in across every token that task touched
Sticker input
$4 /M
cache reads bill at $0.20 /M instead
| Task | Tokens in · out | Muse Wonder | Claude Sonnet 5.5 | Claude Haiku 4.5 |
|---|---|---|---|---|
| Quick lookup / one-liner | 8K · 1K | $0.02 | $0.01 | $0.0065 |
| Review a 500-line PR | 60K · 4K | $0.16 | $0.08 | $0.04 |
| Fix a bug (agent loop) | 180K · 12K | $0.45 | $0.22 | $0.12 |
| Refactor a module | 320K · 20K | $0.80 | $0.40 | $0.21 |
| Full-repo agent run | 900K · 45K | $1.83 | $0.92 | $0.49 |
frequently asked
How much does Muse Wonder cost?
$4/M input and $20/M output, cache reads $0.20/M. In an agent loop most input is cache-read, so the effective input rate is about $1.34/M.Which plan do I need?
Available on Max and above.
How do I switch to it?
Run
cmd --model meta/muse-wonder-1.0, or type /model in a session and pick it. You can switch mid-session without losing context.Ship code that matches your taste
Command Code is the AI coding agent that continuously learns your taste. Start for $1.
Benchmarks from Artificial Analysis (v4.3)commandcode.ai/models/muse-wonder-1-0