Compare AI models: LongCat-2.5-Preview vs Muse Spark 1.3 Contributor
- LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
- Muse Spark 1.3 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| LongCat-2.5-Preview | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 57/100 | 82/100 | 33/100 | 50/100 — Tool calling supported; no comparable benchmark |
| Muse Spark 1.3 Contributor | 100/100 | 90/100 | 81/100 | 93/100 | 83/100 | 100/100 |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.10/ 1M
Output
$1.20/ 1M
$0.20/ 1M
Cached input
$0.006/ 1M
$0.002/ 1M
MomentumLast 2 mo
Unique users
286K
1.5M
Completed sessions
15,743,471
372,933,183
Token share
0.78%
21%
Tokens
8.9T+100%
239T+100%
AUG 29OCT 23
AUG 29OCT 23
RetentionWeek 1
Returning users
64.3%1.7K user-weeks
69.8%49K user-weeks
Related comparisons. Other model pairs to check.
Nearby alternativeLongCat-2.5-Preview vs Dracarys Llama 3.1 70B InstructLongCat-2.5-Preview·Dracarys Llama 3.1 70B InstructNearby alternativeMuse Spark 1.3 Contributor vs Dracarys Llama 3.1 70B InstructMuse Spark 1.3 Contributor·Dracarys Llama 3.1 70B InstructRelated comparisonLongCat-2.5-Preview vs Jamba MiniLongCat-2.5-Preview·Jamba MiniRelated comparisonMuse Spark 1.3 Contributor vs Jamba MiniMuse Spark 1.3 Contributor·Jamba Mini