# Long-horizon agentic tasks on BrowseComp Full Source: [Long-horizon agentic tasks on BrowseComp Full]() Collection index: [llms.txt]() Data updated: 2026-03-31T09:42:17.192Z Evaluation of model performance on long-horizon agentic tasks using the BrowseComp Full dataset, measured by Pass@1. 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 | Long-horizon agentic tasks | | Dataset (including any stated split) | BrowseComp Full | | Metric | Pass@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Pass@1 | Result date | Report paper | | --- | --- | --- | --- | | MiroThinker-v1.5-30B-A3B | 56.1 | Not recorded | 69cb555c0636e5bf4afca207 | | OpenAI DeepResearch | 51.5 | Not recorded | 69cb555c0636e5bf4afca207 | | DeepSeek-v3.2 | 51.4 | Not recorded | 69cb555c0636e5bf4afca207 | | GPT-5.1 High | 50.8 | Not recorded | 69cb555c0636e5bf4afca207 | | OpenAI-o3 | 49.7 | Not recorded | 69cb555c0636e5bf4afca207 | | Tongyi-DR-30B-A3B | 43.4 | Not recorded | 69cb555c0636e5bf4afca207 | | AgentFounder-30B-A3B | 39.9 | Not recorded | 69cb555c0636e5bf4afca207 | | Gemini-3.0-Pro | 37.8 | Not recorded | 69cb555c0636e5bf4afca207 | | IterResearch-30B-A3B | 37.3 | Not recorded | 69cb555c0636e5bf4afca207 | | Claude-4.5-Opus | 37 | Not recorded | 69cb555c0636e5bf4afca207 | | AgentFold-30B-A3B | 36.2 | Not recorded | 69cb555c0636e5bf4afca207 | | DeepMiner-32B-RL | 33.5 | Not recorded | 69cb555c0636e5bf4afca207 | | ASearcher-Web-32B | 5.2 | Not recorded | 69cb555c0636e5bf4afca207 | ### MiroThinker-v1.5-30B-A3B Pass@1: 56.1. Result ID: 69cb96f447f34ce924b442ff. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. ### OpenAI DeepResearch Pass@1: 51.5. Result ID: 69cb96f447f34ce924b442f9. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. ### DeepSeek-v3.2 Pass@1: 51.4. Result ID: 69cb96f447f34ce924b44300. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Context Management":"Baseline (w/o CM)"}. This record does not assert independent reproduction. ### GPT-5.1 High Pass@1: 50.8. Result ID: 69cb96f447f34ce924b442f7. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"w/o CM"}. This record does not assert independent reproduction. ### OpenAI-o3 Pass@1: 49.7. Result ID: 69cb96f447f34ce924b442f8. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"w/o CM"}. This record does not assert independent reproduction. ### Tongyi-DR-30B-A3B Pass@1: 43.4. Result ID: 69cb96f447f34ce924b44301. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"Baseline (w/o CM)"}. This record does not assert independent reproduction. ### AgentFounder-30B-A3B Pass@1: 39.9. Result ID: 69cb96f447f34ce924b442fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. ### Gemini-3.0-Pro Pass@1: 37.8. Result ID: 69cb96f447f34ce924b442f6. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"w/o CM"}. This record does not assert independent reproduction. ### IterResearch-30B-A3B Pass@1: 37.3. Result ID: 69cb96f447f34ce924b442fc. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. ### Claude-4.5-Opus Pass@1: 37. Result ID: 69cb96f447f34ce924b442f5. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"w/o CM"}. This record does not assert independent reproduction. ### AgentFold-30B-A3B Pass@1: 36.2. Result ID: 69cb96f447f34ce924b442fd. [Reporting paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. ### DeepMiner-32B-RL Pass@1: 33.5. Result ID: 69cb96f447f34ce924b442fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. ### ASearcher-Web-32B Pass@1: 5.2. Result ID: 69cb96f447f34ce924b442fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Context Management":"-"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.