GitHub[220K]Try OpenCode

Compare AI models: Muse Spark 1.2 Contributor vs Kimi K3.1 Pro

  1. Muse Spark 1.2 ContributorMeta
  2. Kimi K3.1 ProMoonshotHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Muse Spark 1.2 Contributor0/10041/10081/10092/10083/1000/100
Kimi K3.1 Pro50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder17/10092/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf, Audio
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.10/ 1M
$2.00/ 1M
Output
$0.20/ 1M
$10/ 1M
Cached input
$0.002/ 1M
$0.20/ 1M
MomentumLast 2 mo
Unique users
218K
18K
Completed sessions
320,206,091
48,514
Token share
1.5%
0.01%
Tokens
18T-19%
107B+100%
SEP 2OCT 27
SEP 2OCT 27
RetentionWeek 1
Returning users
67.7%3.8K user-weeks
Pending

Related comparisons. Other model pairs to check.