CompareAI models
- DeepSeek V4 Flash Vision ExpDeepSeek
- Ling 3.0 Flash FinInclusionaiHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| DeepSeek V4 Flash Vision Exp | 27/100 | 79/100 | 63/100 | 80/100 | 33/100 | 0/100 |
| Ling 3.0 Flash Fin | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 85/100 | 61/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text, Image
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.27/ 1M
$0.07/ 1M
Output
$1.08/ 1M
$0.22/ 1M
Cached input
$0.0054/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
319K
126K
Completed sessions
882,188
3,409,055
Token share
0.95%
0.28%
Tokens
8.3T+100%
2.4T+100%
AUG 6SEP 30
AUG 6SEP 30
RetentionWeek 1
Returning users
63.6%21K user-weeks
Pending
Related comparisons. Other model pairs to check.
Nearby alternativeDeepSeek V4 Flash Vision Exp vs Jamba MiniDeepSeek V4 Flash Vision Exp·Jamba MiniNearby alternativeLing 3.0 Flash Fin vs Jamba MiniLing 3.0 Flash Fin·Jamba MiniRelated comparisonDeepSeek V4 Flash Vision Exp vs Jamba LargeDeepSeek V4 Flash Vision Exp·Jamba LargeRelated comparisonLing 3.0 Flash Fin vs Jamba LargeLing 3.0 Flash Fin·Jamba Large