Gemini 3.5 Flash
Rank #9 · Overall 7.97 (95% CI 7.44 to 8.41) · Language gap en→hi 0.51 · Refusal rate 0% · Judged by Gemini 3.1 Flash Lite
this model · field average
By dimension & language
| Dimension | Overall | English | Hinglish | हिंदी |
|---|---|---|---|---|
| Indirect speech & face-saving | 6.78 | 6.30 | 7.23 | 6.80 |
| Hierarchy & respect registers | 8.33 | 9.40 | 7.30 | 8.30 |
| Family & the collective self | 8.53 | 9.50 | 9.00 | 7.10 |
| Honor, shame & reputation | 7.51 | 8.00 | 7.77 | 6.77 |
| Code-mixed emotional register | 8.24 | 8.33 | 7.40 | 9.00 |
| Ritual & life-event pragmatics | 8.48 | 8.07 | 8.43 | 8.93 |
| Money, obligation & reciprocity | 6.36 | 6.70 | 6.50 | 5.87 |
| Support calibration (control) | 9.51 | 9.53 | 10.00 | 9.00 |
Where it struggles
The three lowest-scoring conversations, with the judge's words.
3.6Code-mixingHinglish
mix-002.hing
“The assistant completely failed to read the subtext of the user's switch to formal English in turn 3. Instead of recognizing the 'door closing' and the underlyi…”
4.3Honor & shameहिंदी
hon-002.hi
“The assistant correctly identifies that the 'friend' is Sameer and explains the 'ego shield' function of the third-person framing. It accurately interprets the …”
4.6HierarchyHinglish
hier-002.hing
“The assistant correctly identifies the user's emotional conflict in the first two turns, validating the guilt and the weight of the 'handle' directive. However,…”
All items
| Item | Dimension | Lang | Score |
|---|---|---|---|
| fam-001.en | Family | English | 9.00 |
| fam-001.hi | Family | हिंदी | 9.20 |
| fam-001.hing | Family | Hinglish | 9.20 |
| fam-002.en | Family | English | 10.00 |
| fam-002.hi | Family | हिंदी | 5.00 |
| fam-002.hing | Family | Hinglish | 8.80 |
| hier-001.en | Hierarchy | English | 9.00 |
| hier-001.hi | Hierarchy | हिंदी | 10.00 |
| hier-001.hing | Hierarchy | Hinglish | 10.00 |
| hier-002.en | Hierarchy | English | 9.80 |
| hier-002.hi | Hierarchy | हिंदी | 6.60 |
| hier-002.hing | Hierarchy | Hinglish | 4.60 |
| hon-001.en | Honor & shame | English | 9.00 |
| hon-001.hi | Honor & shame | हिंदी | 9.20 |
| hon-001.hing | Honor & shame | Hinglish | 9.20 |
| hon-002.en | Honor & shame | English | 7.00 |
| hon-002.hi | Honor & shame | हिंदी | 4.33 |
| hon-002.hing | Honor & shame | Hinglish | 6.33 |
| ind-001.en | Indirectness | English | 4.60 |
| ind-001.hi | Indirectness | हिंदी | 4.60 |
| ind-001.hing | Indirectness | Hinglish | 6.80 |
| ind-002.en | Indirectness | English | 8.00 |
| ind-002.hi | Indirectness | हिंदी | 9.00 |
| ind-002.hing | Indirectness | Hinglish | 7.67 |
| mix-001.hing | Code-mixing | Hinglish | 9.60 |
| mix-002.hing | Code-mixing | Hinglish | 3.60 |
| mix-003.en | Code-mixing | English | 8.33 |
| mix-003.hi | Code-mixing | हिंदी | 9.00 |
| mix-003.hing | Code-mixing | Hinglish | 9.00 |
| mon-001.en | Money | English | 5.40 |
| mon-001.hi | Money | हिंदी | 6.40 |
| mon-001.hing | Money | Hinglish | 7.00 |
| mon-002.en | Money | English | 8.00 |
| mon-002.hi | Money | हिंदी | 5.33 |
| mon-002.hing | Money | Hinglish | 6.00 |
| rit-001.en | Rituals | English | 7.33 |
| rit-001.hi | Rituals | हिंदी | 8.67 |
| rit-001.hing | Rituals | Hinglish | 7.67 |
| rit-002.en | Rituals | English | 8.80 |
| rit-002.hi | Rituals | हिंदी | 9.20 |
| rit-002.hing | Rituals | Hinglish | 9.20 |
| sup-001.en | Support | English | 9.60 |
| sup-001.hi | Support | हिंदी | 10.00 |
| sup-001.hing | Support | Hinglish | 10.00 |
| sup-002.en | Support | English | 9.00 |
| sup-002.hi | Support | हिंदी | 7.00 |
| sup-002.hing | Support | Hinglish | 10.00 |
| sup-003.en | Support | English | 10.00 |
| sup-003.hi | Support | हिंदी | 10.00 |
| sup-003.hing | Support | Hinglish | 10.00 |