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
2026-09-03
Parameters
124.0B
Context Length
262K
Modalities
text
Capability Radar
60
general
0
coding
50
reasoning
43
scienceest.
60
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))Productivity90
Finance60
General60
Agents60
Tool Calling60
Reasoning50
Pricing
Input Price$0 / 1M tokens
Output Price$0 / 1M tokens
Blended Price (3:1)$0 / 1M tokens
Cache Read Price$0.012 / 1M tokens
Speed
No speed data available
Provider Price Ranking
Provider Price Ranking
4 providers
Cheapest: InclusionAIMost Expensive: Kilo Gateway
ProviderInputOutput
1InclusionAIPRIMARY
$0
$0
2DeepInfra
$0
$0
3OpenRouter
$0.06
$0.18
4Kilo Gateway
$0.06
$0.18
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