reasoning benchmark
Workspace Bench Leaderboard
Workspace Bench evaluates AI agents on high-economic-value workplace tasks that span multi-step planning, file processing, and tool use across realistic office and productivity workflows.
Updated Aug 17, 2026
Models3
Model coverage3
MetricScore
EvidenceB
Workspace Bench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score67.7% | Percentile100.0% | Participants3 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score54.7% | Percentile50.0% | Participants3 | EvidenceC | Evaluated |
| Rank03 | ModelBY | Score53.0% | Percentile0.0% | Participants3 | EvidenceC | Evaluated |
Workspace Bench Highlights
The leading models and scores on this benchmark.
Workspace Bench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Workspace Bench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis workspace bench AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ACQwen3.8 MaxAlibaba Cloud / Qwen Team
- Score
- 67.7%
- Price
- $2.0 input / $6.0 output per 1M tokens
Strengths
- Ranks #1 of 3 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Workspace Bench, not total model capability
- 02BYSeed 2.1 TurboByteDance
- Score
- 54.7%
Strengths
- Ranks #2 of 3 compared models
- 50th percentile on this benchmark
- C evidence result
Considerations
- This result measures Workspace Bench, not total model capability
- 03BYSeed 2.1 ProByteDance
- Score
- 53.0%
Strengths
- Ranks #3 of 3 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures Workspace Bench, not total model capability
Selection summary
Best AI Models for Workspace Bench
Qwen3.8 Max currently leads Workspace Bench with 67.7%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is Workspace Bench?
What Workspace Bench measures and how its scores work.
Workspace Bench evaluates AI agents on high-economic-value workplace tasks that span multi-step planning, file processing, and tool use across realistic office and productivity workflows.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Workspace Bench
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- workspace-bench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Workspace Bench.
Which model scores highest on Workspace Bench?
Qwen3.8 Max is currently ranked first with 67.7%.
What does Workspace Bench measure?
Workspace Bench evaluates AI agents on high-economic-value workplace tasks that span multi-step planning, file processing, and tool use across realistic office and productivity workflows.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.