Qwen3.6 Flash
Rank #19 · Overall 7.07 (95% CI 6.52 to 7.63) · Language gap en→hi 0.54 · 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 | 5.88 | 6.20 | 6.47 | 4.97 |
| Hierarchy & respect registers | 5.23 | 4.40 | 5.20 | 6.10 |
| Family & the collective self | 8.57 | 8.90 | 7.70 | 9.10 |
| Honor, shame & reputation | 8.53 | 9.23 | 8.60 | 7.77 |
| Code-mixed emotional register | 6.89 | 7.33 | 7.33 | 6.00 |
| Ritual & life-event pragmatics | 7.04 | 6.73 | 7.30 | 7.10 |
| Money, obligation & reciprocity | 5.57 | 6.00 | 5.90 | 4.80 |
| Support calibration (control) | 8.84 | 9.60 | 8.69 | 8.22 |
Where it struggles
The three lowest-scoring conversations, with the judge's words.
3.4IndirectnessEnglish
ind-001.en
“The assistant consistently validates the user's surface-level hurt and confusion but fails to identify the underlying subtext. Despite the user explicitly menti…”
3.4Code-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…”
3.6Indirectnessहिंदी
ind-001.hi
“The assistant consistently failed to identify the unstated motive (financial embarrassment) despite the user providing clear clues (job change, startup, change …”
All items
| Item | Dimension | Lang | Score |
|---|---|---|---|
| fam-001.en | Family | English | 8.80 |
| fam-001.hi | Family | हिंदी | 9.00 |
| fam-001.hing | Family | Hinglish | 6.20 |
| fam-002.en | Family | English | 9.00 |
| fam-002.hi | Family | हिंदी | 9.20 |
| fam-002.hing | Family | Hinglish | 9.20 |
| hier-001.en | Hierarchy | English | 4.80 |
| hier-001.hi | Hierarchy | हिंदी | 4.60 |
| hier-001.hing | Hierarchy | Hinglish | 5.40 |
| hier-002.en | Hierarchy | English | 4.00 |
| hier-002.hi | Hierarchy | हिंदी | 7.60 |
| hier-002.hing | Hierarchy | Hinglish | 5.00 |
| hon-001.en | Honor & shame | English | 8.80 |
| hon-001.hi | Honor & shame | हिंदी | 9.20 |
| hon-001.hing | Honor & shame | Hinglish | 9.20 |
| hon-002.en | Honor & shame | English | 9.67 |
| hon-002.hi | Honor & shame | हिंदी | 6.33 |
| hon-002.hing | Honor & shame | Hinglish | 8.00 |
| ind-001.en | Indirectness | English | 3.40 |
| ind-001.hi | Indirectness | हिंदी | 3.60 |
| ind-001.hing | Indirectness | Hinglish | 3.60 |
| ind-002.en | Indirectness | English | 9.00 |
| ind-002.hi | Indirectness | हिंदी | 6.33 |
| ind-002.hing | Indirectness | Hinglish | 9.33 |
| mix-001.hing | Code-mixing | Hinglish | 9.60 |
| mix-002.hing | Code-mixing | Hinglish | 3.40 |
| mix-003.en | Code-mixing | English | 7.33 |
| mix-003.hi | Code-mixing | हिंदी | 6.00 |
| mix-003.hing | Code-mixing | Hinglish | 9.00 |
| mon-001.en | Money | English | 5.00 |
| mon-001.hi | Money | हिंदी | 4.60 |
| mon-001.hing | Money | Hinglish | 4.80 |
| mon-002.en | Money | English | 7.00 |
| mon-002.hi | Money | हिंदी | 5.00 |
| mon-002.hing | Money | Hinglish | 7.00 |
| rit-001.en | Rituals | English | 7.67 |
| rit-001.hi | Rituals | हिंदी | 5.00 |
| rit-001.hing | Rituals | Hinglish | 10.00 |
| rit-002.en | Rituals | English | 5.80 |
| rit-002.hi | Rituals | हिंदी | 9.20 |
| rit-002.hing | Rituals | Hinglish | 4.60 |
| sup-001.en | Support | English | 9.00 |
| sup-001.hi | Support | हिंदी | 10.00 |
| sup-001.hing | Support | Hinglish | 10.00 |
| sup-002.en | Support | English | 9.80 |
| sup-002.hi | Support | हिंदी | 10.00 |
| sup-002.hing | Support | Hinglish | 7.40 |
| sup-003.en | Support | English | 10.00 |
| sup-003.hi | Support | हिंदी | 4.67 |
| sup-003.hing | Support | Hinglish | 8.67 |