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  5. WANDR
Evaluation & Benchmarksaka Wide ANd Deep Research

WANDR

WANDR is Perplexity's open benchmark for research agents that must search wide (many entities) and deep (verified facts about each).

Ask Melo about this← all terms

Described in an August 2026 paper, WANDR has 500 agentic data-collection tasks and 170,495 source-backed records. Grading is reference-free: a judge re-fetches every cited page and checks each claim, then reports soft and hard F1. Perplexity built it and its own systems lead the published results, so scores from Perplexity are vendor-run.

Related terms

AI BenchmarkBenchmark ContaminationConfusion MatrixElo RatingFrontierCodeCyberGym

Where WANDR comes up

  • Gemini 4 Carbon for Deep Research: Perplexity's WANDR Claim, Checked
  • Perplexity Open-Sources WANDR — 500-Task Benchmark for Wide & Deep Research
  • Perplexity Computer GLM 5.2 Orchestrator: 0.34× Opus Cost, Advisor Escalation
  • Perplexity Adds Grok 4.6: Does 60% Cheaper Really Match Fable 5?