CompareAI models
- Qwen3.8 FlashAlibaba
- Ling 3.0 Flash FinInclusionai
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Qwen3.8 Flash | 100/100 | No data | 76/100 | 81/100 | 50/100 | No data |
| Ling 3.0 Flash Fin | 100/100 | No data | 89/100 | 62/100 | 0/100 | No data |
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text, Image, Video
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.06/ 1M
Output
$0.47/ 1M
$0.18/ 1M
Cached input
$0.02/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
91K
87K
Completed sessions
500,370
1,827,866
Token share
0.21%
0.19%
Tokens
1.4T+100%
1.2T+100%
JUL 23SEP 16
JUL 23SEP 16
RetentionWeek 1
Returning users
72.3%2.2K user-weeks
Pending
Related comparisons. Other model pairs to check.
Nearby alternativeQwen3.8 Flash vs Gemma-SEA-LION-v4-27B-ITQwen3.8 Flash·Gemma-SEA-LION-v4-27B-ITNearby alternativeLing 3.0 Flash Fin vs Gemma-SEA-LION-v4-27B-ITLing 3.0 Flash Fin·Gemma-SEA-LION-v4-27B-ITRelated comparisonQwen3.8 Flash vs Qwen3.8 Max 0902Qwen3.8 Flash·Qwen3.8 Max 0902Related comparisonLing 3.0 Flash Fin vs Qwen3.8 Max 0902Ling 3.0 Flash Fin·Qwen3.8 Max 0902