Inclusionai

Ling 3.0 Flash Fin

Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution

inclusionai/ling-3.0-flash-fin

Context

262.1K

Output

32.8K

Released

2026-08-27

Knowledge cutoff

—

Types

InputText
OutputText

Reasoning

Supported

Tool use

Supported

Structured output

—

Attachments

—

Open weights

Supported

Provider pricing

Novita AI
InText
OutText
Price
$0.08 / $0.22
Context
262.1K
Status
Stable
Vercel AI Gateway
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OutText
Price
$0.08 / $0.22
Context
256K
Status
Stable

Benchmarks

  • FinFIRST

    52.85 · score

  • FinSearchComp Verified

    77.04 · score

  • FinCRAFT

    51.74 · score

  • Finance Agent

    69.19 · strict-pass

  • Finance Agent

    59.81 · strict-pass

  • APEX-Agents

    29.17 · score

  • SpreadsheetBench

    86.5 · score

  • SpreadsheetBench

    21.81 · score

  • tau3-bench

    41 · score

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