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ModelScale

Agentic benchmark

APEX-Agents leaderboard

Every model the catalog carries a published APEX-Agents value for, ranked by that value.

CategoryAgentic
MeasureAgent task-completion score
TasksProfessional-services agent tasks
DifficultyLong-horizon professional work

A professional-services agent benchmark covering long-horizon knowledge-work tasks.

APEX-Agents ranking

9 models with a published APEX-Agents 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 APEX-Agents value
RankModelProviderAgent task-completion score
1Grok 4.6xAI57.5
2APApodex 1.1Apodex38.5
3Kimi K3Moonshot AI37.6
4Hy4 previewTencent37.1
5DSdots3-note PreviewDots Studio30.8
6Ling 3.0 Flash FinInclusionAI29.2
7APApodex 1.1 MiniApodex27.7
8Solar Pro 4Upstage18.7
9Solar Open 2Upstage16.6

Evidence key: Observed

Rows are ordered by the value Kimi K3: Open Frontier Intelligence 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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