WorkBuddy Bench (Claude Code) - Office: leaderboard

Tencent WorkBuddy Bench (2026) evaluates coding agents on colloquial, role-played requests reverse-engineered from real work. This board is the Office track, 50 office data and file workflow tasks scored from 0 to 100 by rules and evidence-grounded judges, with each model run in the Claude Code harness in think mode, mean of three runs; higher is better.

Metric: Score (0-100) on the 50 office data and file workflow tasks scored by a task-specific blend of rule and evidence-grounded judge scores, run in the Claude Code harness in think mode, mean of three runs; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 7 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.586.05#49
2Claude Opus 4.8 (Thinking)83.23#56 (Claude Opus 4.8)
3Hy380.08#195
4GLM-5.279.57#138
5MiniMax-M376.3#269

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=workbuddy-bench-claude-code-office · How It Works · Data refreshed daily, snapshot 2026-11-13.