CompareAI models
- Ling 3.0 Flash FinInclusionaiHollow points use fallbacks · hover for details
- Muse Spark 1.2 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Ling 3.0 Flash Fin | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 100/100 | 61/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
| Muse Spark 1.2 Contributor | 0/100 | 40/100 | 85/100 | 92/100 | 83/100 | 0/100 |
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
$0.00/ 1M
$0.10/ 1M
Output
$0.00/ 1M
$0.20/ 1M
Cached input
Unknown
$0.002/ 1M
MomentumLast 2 mo
Unique users
No usage
465K
Completed sessions
No usage
192,153,138
Token share
No usage
4.98%
Tokens
No usage
39T+100%
No trend data
JUL 31SEP 24
RetentionWeek 1
Returning users
Pending
81.1%8.2K user-weeks
Related comparisons. Other model pairs to check.
Nearby alternativeLing 3.0 Flash Fin vs Jamba MiniLing 3.0 Flash Fin·Jamba MiniNearby alternativeMuse Spark 1.2 Contributor vs Jamba MiniMuse Spark 1.2 Contributor·Jamba MiniRelated comparisonLing 3.0 Flash Fin vs Jamba LargeLing 3.0 Flash Fin·Jamba LargeRelated comparisonMuse Spark 1.2 Contributor vs Jamba LargeMuse Spark 1.2 Contributor·Jamba Large