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CompareAI models

  1. muse-spark-1.3-contributorMeta
  2. GPT-5.1 CodexOpenAI
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
muse-spark-1.3-contributorNo dataNo dataNo dataNo dataNo dataNo data
GPT-5.1 Codex100/100No data22/10071/10033/100No data
Overview
Author
Context length
Unknown
400K
Reasoning
Unknown
True
Input modalities
Unknown
Text, Image
Output modalities
Unknown
Text
Providers
Pricing
Input
Unknown
$1.25/ 1M
Output
Unknown
$10/ 1M
Cached input
Unknown
$0.12/ 1M
MomentumLast 2 mo
Unique users
524K
0
Completed sessions
118,864,971
1
Token share
11.8%
0%
Tokens
79T+100%
00%
JUL 25SEP 18
No trend data
RetentionWeek 1
Returning users
87.4%4.5K user-weeks
Pending

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