# Parallel Search Capability leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-parallel-search-capability

Parallel Search Capability Leaderboard. Every model the catalog carries a published Parallel Search Capability value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Equal-weight Search Intelligence Score (0–100) |
| Tasks | 100 questions each from DeepSearchQA, HLE, and WISER |
| Difficulty | Multi-step web research and specialist questions |
| Published by | [BenchLM](https://benchlm.ai/benchmarks/parallel-search-capability) |

A 29-model comparison of how well models use Parallel Search Fast and Extract to answer web research questions.

## Parallel Search Capability ranking

No model in the catalog has a published Parallel Search Capability score. The benchmark is defined by BenchLM, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.