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Choosing the Right Tool

LatticeZero has three main scoring tools: QuickDock, IsoPose, and IsoScore. Here's when to use each.

Quick Comparison

QuickDock IsoPose IsoScore
Input SMILES + target SMILES / SDF + target + settings Pre-docked pose + target
Speed 10–60 sec Minutes Seconds
Use case Quick screening Detailed analysis Physics deep-dive
Poses 1 (top pose) Multiple ranked poses 1 (your pose)
Customization Minimal Full (profiles, presets, seeds) Full (profiles, tiers)
Privacy Shield or Zero-Trace Shield or Zero-Trace Shield or Zero-Trace

QuickDock

Use when: You have a compound idea and want a fast answer.

QuickDock is optimized for speed and simplicity. Paste a SMILES, pick a target, click Dock. Ideal for:

  • Quickly triaging a list of compound ideas
  • First-pass evaluation before investing in synthesis
  • Sharing a result with collaborators via link
  • Testing whether a scaffold is worth exploring

Limitations: One pose per compound, limited customization, no SDF upload.

QuickDock Guide · Launch QuickDock

IsoPose

Use when: You need full control over the docking process or detailed binding mode analysis.

IsoPose is the full docking engine with complete parameter control. Use it for:

  • Lead optimization - docking a series of analogs with consistent settings
  • Binding mode analysis - multiple poses, interaction diagrams, 3D viewer
  • Preparing data for SAR analysis
  • High-confidence docking for compounds near synthesis

Key features:

  • Batch docking (multiple ligands at once)
  • Conformer ensemble mode (better poses for flexible molecules)
  • Custom scoring profiles
  • PoseRepair-Lite (clash resolution)
  • Water anchor mode (conserved water networks)

IsoPose Guide · Launch IsoPose

IsoScore

Use when: You already have a docked pose and want physics analysis.

IsoScore takes an existing 3D pose and runs the full 14-term physics decomposition. Use it for:

  • Analyzing why a specific compound scores well or poorly
  • Comparing the same pose under different scoring profiles
  • Rescoring poses docked by an external program (AutoDock, Glide, etc.)
  • Understanding which interactions to optimize in an analog

Key features:

  • 4 scoring tiers (Lite / Standard / Elite / CLI-Parity)
  • Full physics breakdown per term
  • Profile comparison mode
  • Ultra-fast (~4,000 ligands/second for batch rescoring)

IsoScore Guide · Launch IsoScore

The Typical Workflow

For serious lead discovery, the tools chain together naturally:

Compound idea
     ↓
QuickDock     ← "Is this worth investigating?" (seconds)
     ↓ (hits)
IsoPose       ← "How does it bind? What pose looks right?" (minutes)
     ↓ (top poses)
IsoScore      ← "Why does it score this way? What should I optimize?" (seconds)
     ↓
Design Dashboard / SAR Explorer  ← Multi-parameter optimization

Target Prep

Before docking against a custom target (not in the validated library), you need to prepare the receptor. Target Prep guides you through a 4-step workflow:

  1. Upload - PDB file or RCSB code
  2. Diagnose - identify issues (waters, metals, missing atoms)
  3. Adjust - configure pocket center, radius, waters, metal coordination
  4. Validate - verify the prepared target by re-docking a reference compound

Target Prep only needs to run once per target; the prepared target can be reused across all docking sessions.

Autotune

For custom targets where you don't have benchmark data (actives/decoys), Autotune generates a scoring profile by interpolating from 27 pre-validated profiles. It requires only the receptor PDB and a set of candidate ligands - no labels needed.