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Muse Spark 1.3

Meta's Muse Spark 1.3 (2 Sep 2026), a multimodal reasoning model for long-running agentic work (1M context; about $1.25/$4.25 per M tokens). The model family, not the Muse app. Newly added: Playground benchmark metrics are still being gathered.

Avg Tokens24,861Avg Duration61.6s
CheckoutCartSearchTurnsTokens001005050
Shopping Score25/100
Weak

Scores computed from real agent sessions against live UCP-enabled stores. Not estimated — every data point is from an actual tool call, checkout attempt, and store response.

Shopping Score Breakdown

Checkout Rate40%0%
Cart Rate20%0%
Search Rate10%100%
Turn Efficiency15%50%
Token Efficiency15%50%

Top Stores

Not enough store data yet.

Known Issues

Metrics Pendinglow

Muse Spark 1.3 was recently added; its Playground benchmark metrics are still being gathered.

Token Usage

Avg per Session24,861
Fleet Average74,927
vs Fleet−67%
Median (p50)24,861
p9030,196
Prompt / Completion split
Prompt 23,128 (93%) Completion 1,733 (7%)
Daily Average Tokens (last 30 days)
Distribution range
Min18,191p2521,526p5024,861p7528,195p9030,196Max31,530

Test Muse Spark 1.3 on Your Store

Run a live agent session to see how Muse Spark 1.3 handles your store's checkout flow end-to-end.

Run Agent Session