CompareAI models
- Ling 3.0 Flash FinInclusionai
- GPT-6 Astra (Fast)OpenAI
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Ling 3.0 Flash Fin | 100/100 | No data | 89/100 | 63/100 | 0/100 | No data |
| GPT-6 Astra (Fast) | 100/100 | No data | 2/100 | 98/100 | 50/100 | No data |
Overview
Author
Context length
262K
1.1M
Reasoning
True
True
Input modalities
Text
Text, Image, Pdf
Output modalities
Text
Text
Providers
Pricing
Input
$0.06/ 1M
$20/ 1M
Output
$0.18/ 1M
$100/ 1M
Cached input
$0.01/ 1M
$2.00/ 1M
MomentumLast 2 mo
Unique users
No usage
No usage
Completed sessions
No usage
No usage
Token share
No usage
No usage
Tokens
No usage
No usage
No trend data
No trend data
RetentionWeek 1
Returning users
Pending
Pending
Related comparisons. Other model pairs to check.
Nearby alternativeLing 3.0 Flash Fin vs Gemma-SEA-LION-v4-27B-ITLing 3.0 Flash Fin·Gemma-SEA-LION-v4-27B-ITNearby alternativeGPT-6 Astra (Fast) vs Gemma-SEA-LION-v4-27B-ITGPT-6 Astra (Fast)·Gemma-SEA-LION-v4-27B-ITRelated comparisonLing 3.0 Flash Fin vs Qwen3.8 Max 0902Ling 3.0 Flash Fin·Qwen3.8 Max 0902Related comparisonGPT-6 Astra (Fast) vs Qwen3.8 Max 0902GPT-6 Astra (Fast)·Qwen3.8 Max 0902