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Ling-3.0-flash-Fin

inclusionai/ling-3.0-flash-fin
  • Inclusionai
  • Family · Ling-3-flash-Fin
  • Released 11 Sep 2026
Not on OSMEXO yet
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Scores · standing
Intelligence22.6#117/490
Coding55.6#57/196
Usage
Requests / day9.3K
Tool calls / req0.32
Per request · 30 days
Avg input23.1K1.5× median
Avg output1.3K1.9× median
Cache hit86%1.2× median
Reasoning share58%about median
Tool-call failures5%2.7× median

Consumption

166.7M333.3M500.0M7 Oct10 Oct13 Oct
Peak 993.9M 30 SepLow 275.7M 13 Oct

News & trends

News · latest from Inclusionai

Benchmarks

bar = share of the top score · Benchmark data: Artificial Analysis
Long-context reasoning#111 of 393
73.7%
τ-Bench Banking#22 of 154
38.6%
Terminal-Bench 2.1#52 of 182
62.5%
Coding index#57 of 196
55.6
SciCode#96 of 160
42.4%
Intelligence index#117 of 490
22.6
Humanity's Last Exam#129 of 465
22.6%
Terminal-Bench 4.0#87 of 153
0.0%

When to use

Best for

  • Finance-oriented question answering and analysis
  • Banking-style customer-service agents
  • Reasoning over long financial documents

Think twice for

  • Image input or tool calling (not supported)
  • Coding agents
  • General chat outside finance

Alternatives

other vendors · similar capability

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