This comparison puts MiniMax's MiniMax-M3 next to Meta's Muse Spark Open (Xhigh). Cost is where they split the most, with MiniMax-M3 working out at about 26% of Muse Spark Open's blended rate. All numbers are the catalogue's recorded values; nobody ran either model by hand for this page.
Running costs
MiniMax-M3 lists $0.30 per million input tokens and $1.20 per million output tokens; Muse Spark Open lists $1.25 and $4.25. Muse Spark Open costs 3.5 times as much per output token.
Take 1 million input tokens and 200,000 output tokens: that comes to $0.54 on MiniMax-M3 and $2.10 on Muse Spark Open. For a chat app with 50,000 sessions of 800 input and 300 output tokens, MiniMax-M3 would come in 74% lower: $30.00 for MiniMax-M3 against $114 for Muse Spark Open. Blended at three input tokens per output token, the effective rates are $0.525 for MiniMax-M3 and $2.00 for Muse Spark Open.
Muse Spark Open is the faster writer
MiniMax-M3 generates about 121 tokens per second and Muse Spark Open about 207 tokens per second. That makes Muse Spark Open roughly 1.7 times as fast at writing. Time to first token is 0.82 seconds for MiniMax-M3 and 0.94 seconds for Muse Spark Open.
Put together, a 2,000-token answer would take about 17 seconds from MiniMax-M3 and 11 seconds from Muse Spark Open, counting the first-token wait. Counting that wait, Muse Spark Open only pulls ahead on outputs beyond about 50 tokens.
Generation gap
The release dates are June 1, 2026 for MiniMax-M3 and October 15, 2026 for Muse Spark Open, about 4 months apart.
The headline benchmark
On the intelligence index, MiniMax-M3 scores 18.9 against 24.9 for Muse Spark Open. It is a meaningful gap rather than a rounding difference. Put another way, MiniMax-M3 would need 32% more on this index to draw level.
Among 109 active scored models, MiniMax-M3 sits 79th and Muse Spark Open 68th.
There are no coding or math index scores for either model in the catalogue, which keeps this comparison at the aggregate level.
Score per dollar
Per point of intelligence index, MiniMax-M3 costs $0.028 of blended price per million tokens and Muse Spark Open $0.080. So Muse Spark Open buys its higher score at a premium, while MiniMax-M3 is the value pick, paying 65% less per point.

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