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ModelScale

Agentic benchmark

WebArena-Verified leaderboard

WebArena-Verified Browser Agent Benchmark. Every model the catalog carries a published WebArena-Verified value for, ranked by that value.

CategoryAgentic
MeasureDeterministic end-state task success
Tasks812 verified tasks; separate 258-task Hard subset
DifficultyAudited stateful browser work

WebArena-Verified is an audited release of the WebArena browser-agent benchmark. It rechecks task descriptions, reference answers, and evaluators, and replaces nondeterministic judging with deterministic checks where possible.

WebArena-Verified ranking

3 models with a published WebArena-Verified value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.

Models ranked by their published WebArena-Verified Browser Agent Benchmark value
RankModelProviderDeterministic end-state task success
1Muse Spark 1.1Meta69
2Qwen3.8 MaxAlibaba66.8
3Qwen3.8-27BAlibaba64.8

Evidence key: Observed

Rows are ordered by the value WebArena-Verified: A Fully Audited Benchmark for Web Agents published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.

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