Compare AI models: Muse Spark 1.2 Contributor vs Qwen3.8 Flash
- Muse Spark 1.2 ContributorMeta
- Qwen3.8 FlashAlibabaHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Muse Spark 1.2 Contributor | 0/100 | 41/100 | 81/100 | 92/100 | 83/100 | 0/100 |
| Qwen3.8 Flash | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 71/100 | 81/100 | 50/100 | 50/100 — 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
$0.15/ 1M
Output
$0.20/ 1M
$0.47/ 1M
Cached input
$0.002/ 1M
$0.02/ 1M
MomentumLast 2 mo
Unique users
362K
215K
Completed sessions
323,063,348
1,820,555
Token share
2.98%
0.25%
Tokens
32T+309%
2.7T+100%
AUG 26OCT 20
AUG 26OCT 20
RetentionWeek 1
Returning users
76.6%7.4K user-weeks
62.8%9.6K user-weeks
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