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WildBench

We show this table for reference; we do not rank on it.

An automated evaluation framework using 1,000+ real-world user tasks covering reasoning, planning, coding, and creative writing. Highly correlated with Chatbot Arena human preference rankings.

About WildBench

Year

2024

Tasks

1,024 real-world tasks

Format

Real-world task evaluation

Difficulty

Diverse real-world scenarios

WildBench bridges the gap between static benchmarks and human preference evaluations. Tasks are derived from real ChatGPT conversations, making it more representative of actual user needs than synthetic benchmarks.

Freshness and provenance

Version

WildBench 2024

Refresh cadence

Annual

Staleness state

Refreshing

Question availability

Public benchmark set

RefreshingDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

Questions

What does WildBench measure?

An automated evaluation framework using 1,000+ real-world user tasks covering reasoning, planning, coding, and creative writing. Highly correlated with Chatbot Arena human preference rankings.

Which model scores highest on WildBench?

No sourced model results are published for WildBench on BenchLM yet.

How many models are evaluated on WildBench?

0 AI models have published results on WildBench in the BenchLM catalog.

Last updated: November 13, 2026 · BenchLM version WildBench 2024

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