> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mobula.io/llms.txt
> Use this file to discover all available pages before exploring further.

# ⚡ January 16, 2026 - Security Multi-Model Analysis & Holders Stats Optimization

> Improved metadata coverage, reduced false positives in security analysis with multi-model approach, and faster holders stats computation

**TL;DR**: Enhanced metadata coverage across assets, introduced multi-model analysis to improve security static analysis accuracy and reduce false positives, and optimized holders real-time stats computation for faster performance.

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## Metadata Coverage Improvements

Expanded metadata coverage by introducing more fallback resolve mechanisms

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## Security Static Analysis Improvements

### Multi-Model Analysis

Introduced a **multi-model approach** to security static analysis to significantly reduce false positives:

| Improvement                      | Description                                                    |
| -------------------------------- | -------------------------------------------------------------- |
| **Multi-model consensus**        | Multiple LLM models now analyze contracts in parallel          |
| **Reduced false positives**      | Cross-validation between models eliminates single-model biases |
| **Higher accuracy**              | Only flags issues when multiple models agree                   |
| **Better context understanding** | Different models catch different patterns                      |

This results in more reliable security scores and fewer legitimate tokens being incorrectly flagged.

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## Holders Real-Time Stats Optimization

### Bags Computation Performance

Optimized the holders stats for Bags & other MeteoraDBC leveraging pure swaps to recompute holders.

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*🅱️ Shipped by Big S*