# Web Browsing and Task Completion on BrowseComp

Source: [Web Browsing and Task Completion on BrowseComp](<https://www.sota2.com/research/sota/web-browsing-and-task-completion-on-browsecomp>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-19T10:32:17.749Z

Evaluation of agent performance on the BrowseComp dataset specifically for the Web Browsing and Task Completion task, measured by Pass@1 success rate.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Web Browsing and Task Completion |
| Dataset (including any stated split) | BrowseComp |
| Metric | Pass@1 Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Pass@1 Rate](<https://www.sota2.com/research/sota/web-browsing-and-task-completion-on-browsecomp.md?metric=Pass%401%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Pass@1 Rate | Result date | Report paper |
| --- | --- | --- | --- |
| Tongyi DeepResearch | 58.3 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| OpenAI DeepResearch | 51.5 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| OpenAI o3 | 49.7 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| Tongyi DeepResearch | 43.4 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| DeepSeek-V3.1 | 30 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| OpenAI o4-mini | 28.3 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| GLM 4.5 | 26.4 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| Kimi K2 | 14.1 | Not recorded | 69019f853ef7ccd74e5e3b7f |
| Claude-4-Sonnet | 12.2 | Not recorded | 69019f853ef7ccd74e5e3b7f |

### Tongyi DeepResearch

Pass@1 Rate: 58.3. Result ID: 6a0c3bb2fbc373592c02fbab.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"DeepResearch Agent","Mode":"Heavy Mode"}. This record does not assert independent reproduction.

### OpenAI DeepResearch

Pass@1 Rate: 51.5. Result ID: 6a0c3bb2fbc373592c02fba9.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"DeepResearch Agent"}. This record does not assert independent reproduction.

### OpenAI o3

Pass@1 Rate: 49.7. Result ID: 6a0c3bb2fbc373592c02fba7.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"LLM-based ReAct Agent"}. This record does not assert independent reproduction.

### Tongyi DeepResearch

Pass@1 Rate: 43.4. Result ID: 6a0c3bb2fbc373592c02fbaa.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"DeepResearch Agent","Configuration":"30B-A3B"}. This record does not assert independent reproduction.

### DeepSeek-V3.1

Pass@1 Rate: 30. Result ID: 6a0c3bb2fbc373592c02fba5.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"LLM-based ReAct Agent"}. This record does not assert independent reproduction.

### OpenAI o4-mini

Pass@1 Rate: 28.3. Result ID: 6a0c3bb2fbc373592c02fba8.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"LLM-based ReAct Agent"}. This record does not assert independent reproduction.

### GLM 4.5

Pass@1 Rate: 26.4. Result ID: 6a0c3bb2fbc373592c02fba3.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a891e209131cea83c41.md>)

Recorded evaluation configuration: {"Agent Type":"LLM-based ReAct Agent"}. This record does not assert independent reproduction.

### Kimi K2

Pass@1 Rate: 14.1. Result ID: 6a0c3bb2fbc373592c02fba4.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a4a1e209131cea823a1.md>)

Recorded evaluation configuration: {"Agent Type":"LLM-based ReAct Agent"}. This record does not assert independent reproduction.

### Claude-4-Sonnet

Pass@1 Rate: 12.2. Result ID: 6a0c3bb2fbc373592c02fba6.

[Reporting paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

Recorded evaluation configuration: {"Agent Type":"LLM-based ReAct Agent"}. This record does not assert independent reproduction.

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