Ling-3.0-flash-Fin
InclusionAIUnknown
Description
Ling-3.0-flash-Fin is the first finance-enhanced model in the Ant Ling family. Developed by Ant Group with leading financial institutions and domain experts, it extends Ling-3.0-flash through continued training on high-quality financial data.
Release Date
2026-09-11
Parameters
124.0B
Context Length
262K
Modalities
text
Capability Radar
50
general
0
coding
50
reasoning
43
scienceest.
50
agents
0
multimodal
Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 2 | 73.0 | LS |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))Agents
SpreadSheetBench-v1
86.5%SR
Finance Agent v1.1
69.2%SR
Finance Agent v2
59.8%SR
Tau3 Banking
41.0%SR
SpreadsheetBench 2
21.8%SR
Reasoning
APEX-Agents
29.2%SR
AA Evaluation Indices
(Artificial Analysis)No AA evaluation data available
LLM Stats Category Scores
(LLM Stats (zeroeval))Finance60
Productivity50
Reasoning50
General50
Agents50
Tool Calling50
Pricing
Input Price$0.06 / 1M tokens
Output Price$0.18 / 1M tokens
Blended Price (3:1)$0.09 / 1M tokens
Cache Read Price$0.0042 / 1M tokens
Speed
No speed data available
Provider Price Ranking
Provider Price Ranking
2 providers
Cheapest: InclusionAIMost Expensive: DeepInfra
ProviderInputOutput
1InclusionAIPRIMARY
$0.06
$0.18
2DeepInfra
$0.06
$0.18
Compare pricing across different API providers for this model.