# Assistant Response Generation on WildBench v2 Source: [Assistant Response Generation on WildBench v2]() Collection index: [llms.txt]() Data updated: 2026-05-12T13:02:17.840Z Evaluation of model performance on Assistant Response Generation using the WildBench v2 dataset, measured by Win Rate and Satisfaction 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 | Assistant Response Generation | | Dataset (including any stated split) | WildBench v2 | | Metric | Win Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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 - [Win Rate](): Higher is better; unit: PERCENT. - [Satisfaction Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Win Rate | Result date | Report paper | | --- | --- | --- | --- | | SFTUSER | 68.4 | Not recorded | 6a02b44bdbc836b87d824980 | | SFTUSER | 63.9 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER3 | 61.3 | Not recorded | 6a02b44bdbc836b87d824980 | | SFTUSER | 60 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER2 | 59.9 | Not recorded | 6a02b44bdbc836b87d824980 | | SFTUSER | 58.5 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER3 | 56.6 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER1 | 55.4 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER2 | 55.2 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER3 | 51 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER2 | 49 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER1 | 44.8 | Not recorded | 6a02b44bdbc836b87d824980 | | Initial assistant | 44.6 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER1 | 43.4 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER3 | 41.5 | Not recorded | 6a02b44bdbc836b87d824980 | | Initial assistant | 40.1 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER2 | 40 | Not recorded | 6a02b44bdbc836b87d824980 | | Initial assistant | 38.7 | Not recorded | 6a02b44bdbc836b87d824980 | | RPUSER1 | 36.1 | Not recorded | 6a02b44bdbc836b87d824980 | | Initial assistant | 31.6 | Not recorded | 6a02b44bdbc836b87d824980 | ### SFTUSER Win Rate: 68.4. Result ID: 6a0324d947f34ce924e77eca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"Initial"}. This record does not assert independent reproduction. ### SFTUSER Win Rate: 63.9. Result ID: 6a0324d947f34ce924e77ecb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER1"}. This record does not assert independent reproduction. ### RPUSER3 Win Rate: 61.3. Result ID: 6a0324d947f34ce924e77ec6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"Initial"}. This record does not assert independent reproduction. ### SFTUSER Win Rate: 60. Result ID: 6a0324d947f34ce924e77ecc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER2"}. This record does not assert independent reproduction. ### RPUSER2 Win Rate: 59.9. Result ID: 6a0324d947f34ce924e77ec2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"Initial"}. This record does not assert independent reproduction. ### SFTUSER Win Rate: 58.5. Result ID: 6a0324d947f34ce924e77ecd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER3"}. This record does not assert independent reproduction. ### RPUSER3 Win Rate: 56.6. Result ID: 6a0324d947f34ce924e77ec7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER1"}. This record does not assert independent reproduction. ### RPUSER1 Win Rate: 55.4. Result ID: 6a0324d947f34ce924e77ebe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"Initial"}. This record does not assert independent reproduction. ### RPUSER2 Win Rate: 55.2. Result ID: 6a0324d947f34ce924e77ec3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER1"}. This record does not assert independent reproduction. ### RPUSER3 Win Rate: 51. Result ID: 6a0324d947f34ce924e77ec8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER2"}. This record does not assert independent reproduction. ### RPUSER2 Win Rate: 49. Result ID: 6a0324d947f34ce924e77ec4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER3"}. This record does not assert independent reproduction. ### RPUSER1 Win Rate: 44.8. Result ID: 6a0324d947f34ce924e77ebf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER2"}. This record does not assert independent reproduction. ### Initial assistant Win Rate: 44.6. Result ID: 6a0324d947f34ce924e77eba. [Reporting paper]() Recorded evaluation configuration: {"Opponent":"RPUSER1"}. This record does not assert independent reproduction. ### RPUSER1 Win Rate: 43.4. Result ID: 6a0324d947f34ce924e77ec0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"RPUSER3"}. This record does not assert independent reproduction. ### RPUSER3 Win Rate: 41.5. Result ID: 6a0324d947f34ce924e77ec9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"SFTUSER"}. This record does not assert independent reproduction. ### Initial assistant Win Rate: 40.1. Result ID: 6a0324d947f34ce924e77ebb. [Reporting paper]() Recorded evaluation configuration: {"Opponent":"RPUSER2"}. This record does not assert independent reproduction. ### RPUSER2 Win Rate: 40. Result ID: 6a0324d947f34ce924e77ec5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"SFTUSER"}. This record does not assert independent reproduction. ### Initial assistant Win Rate: 38.7. Result ID: 6a0324d947f34ce924e77ebc. [Reporting paper]() Recorded evaluation configuration: {"Opponent":"RPUSER3"}. This record does not assert independent reproduction. ### RPUSER1 Win Rate: 36.1. Result ID: 6a0324d947f34ce924e77ec1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Opponent":"SFTUSER"}. This record does not assert independent reproduction. ### Initial assistant Win Rate: 31.6. Result ID: 6a0324d947f34ce924e77ebd. [Reporting paper]() Recorded evaluation configuration: {"Opponent":"SFTUSER"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.