# General AI Assistant Reasoning on BrowseComp

Source: [General AI Assistant Reasoning on BrowseComp](<https://www.sota2.com/research/sota/general-ai-assistant-reasoning-on-browsecomp>)

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

Data updated: 2026-03-10T09:02:17.023Z

Evaluation of general reasoning capabilities for AI assistants using the BrowseComp dataset, measured by pass@1 accuracy.

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 | General AI Assistant Reasoning |
| Dataset (including any stated split) | BrowseComp (BC) |
| Metric | Pass@1 Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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 Accuracy](<https://www.sota2.com/research/sota/general-ai-assistant-reasoning-on-browsecomp.md?metric=Pass%401%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Pass@1 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| OPENAI DEEPRESEARCH | 51.5 | Not recorded | 69afa56f2d603e6de3e4394d |
| MIRO-30B + WEDAS | 26 | Not recorded | 69afa56f2d603e6de3e4394d |
| GPT-5-MINI + WEDAS | 17 | Not recorded | 69afa56f2d603e6de3e4394d |
| MIRO-30B + MIROFLOW | 17 | Not recorded | 69afa56f2d603e6de3e4394d |
| GPT-5-MINI + MIROFLOW | 15 | Not recorded | 69afa56f2d603e6de3e4394d |
| WEBSAILOR-72B | 12 | Not recorded | 69afa56f2d603e6de3e4394d |
| WEBSAILOR-32B | 10.5 | Not recorded | 69afa56f2d603e6de3e4394d |
| O4-MINI | 6.1 | Not recorded | 69afa56f2d603e6de3e4394d |
| ASEARCHER-WEB-32B | 5.2 | Not recorded | 69afa56f2d603e6de3e4394d |
| WEBDANCER-QWQ-32B | 3.8 | Not recorded | 69afa56f2d603e6de3e4394d |
| SEARCH-O1-32B | 2.8 | Not recorded | 69afa56f2d603e6de3e4394d |
| WEBTHINKER-32B-RL | 2.8 | Not recorded | 69afa56f2d603e6de3e4394d |
| GPT-4.1 | 1.5 | Not recorded | 69afa56f2d603e6de3e4394d |
| QWEN-2.5-32B | 0.6 | Not recorded | 69afa56f2d603e6de3e4394d |
| QWEN-2.5-72B | 0.6 | Not recorded | 69afa56f2d603e6de3e4394d |
| GPT-4O | 0.6 | Not recorded | 69afa56f2d603e6de3e4394d |
| QWQ-32B | 0.5 | Not recorded | 69afa56f2d603e6de3e4394d |

### OPENAI DEEPRESEARCH

Pass@1 Accuracy: 51.5. Result ID: 69afde126dbb7075b958641a.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

Recorded evaluation configuration: {"Category":"CLOSED-SOURCE"}. This record does not assert independent reproduction.

### MIRO-30B + WEDAS

Pass@1 Accuracy: 26. Result ID: 69afde126dbb7075b9586424.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### GPT-5-MINI + WEDAS

Pass@1 Accuracy: 17. Result ID: 69afde126dbb7075b9586422.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### MIRO-30B + MIROFLOW

Pass@1 Accuracy: 17. Result ID: 69afde126dbb7075b9586423.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Implementation](<https://github.com/MiroMindAI/MiroThinker>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### GPT-5-MINI + MIROFLOW

Pass@1 Accuracy: 15. Result ID: 69afde126dbb7075b9586421.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695f39f053fdd5c361743ecb.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### WEBSAILOR-72B

Pass@1 Accuracy: 12. Result ID: 69afde126dbb7075b9586420.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79c91e209131cea7f5e0.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### WEBSAILOR-32B

Pass@1 Accuracy: 10.5. Result ID: 69afde126dbb7075b958641f.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79c91e209131cea7f5e0.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### O4-MINI

Pass@1 Accuracy: 6.1. Result ID: 69afde126dbb7075b9586419.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

Recorded evaluation configuration: {"Category":"DIRECT INFERENCE"}. This record does not assert independent reproduction.

### ASEARCHER-WEB-32B

Pass@1 Accuracy: 5.2. Result ID: 69afde126dbb7075b958641d.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87635.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### WEBDANCER-QWQ-32B

Pass@1 Accuracy: 3.8. Result ID: 69afde126dbb7075b958641e.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a8d1e209131cea83dce.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### SEARCH-O1-32B

Pass@1 Accuracy: 2.8. Result ID: 69afde126dbb7075b958641b.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76911e209131cea6dca9.md>)

[Implementation](<https://github.com/sunnynexus/Search-o1>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### WEBTHINKER-32B-RL

Pass@1 Accuracy: 2.8. Result ID: 69afde126dbb7075b958641c.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c191e209131cea8c4d7.md>)

Recorded evaluation configuration: {"Category":"OPEN-SOURCE"}. This record does not assert independent reproduction.

### GPT-4.1

Pass@1 Accuracy: 1.5. Result ID: 69afde126dbb7075b9586417.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727a1e209131cea56a1e.md>)

[Implementation](<https://github.com/openai/evals>)

Recorded evaluation configuration: {"Category":"DIRECT INFERENCE"}. This record does not assert independent reproduction.

### QWEN-2.5-32B

Pass@1 Accuracy: 0.6. Result ID: 69afde126dbb7075b9586414.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Category":"DIRECT INFERENCE"}. This record does not assert independent reproduction.

### QWEN-2.5-72B

Pass@1 Accuracy: 0.6. Result ID: 69afde126dbb7075b9586415.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Category":"DIRECT INFERENCE"}. This record does not assert independent reproduction.

### GPT-4O

Pass@1 Accuracy: 0.6. Result ID: 69afde126dbb7075b9586416.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727a1e209131cea56a1e.md>)

[Implementation](<https://github.com/openai/evals>)

Recorded evaluation configuration: {"Category":"DIRECT INFERENCE"}. This record does not assert independent reproduction.

### QWQ-32B

Pass@1 Accuracy: 0.5. Result ID: 69afde126dbb7075b9586418.

[Reporting paper](<https://www.sota2.com/research/paper/69afa56f2d603e6de3e4394d.md>)

Recorded evaluation configuration: {"Category":"DIRECT INFERENCE"}. This record does not assert independent reproduction.

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