DeepSeek V4 Flash
Rank #17 · Overall 7.25 (95% CI 6.44 to 8.01) · Language gap en→hi 1.27 · Refusal rate 4% · Judged by Gemini 3.1 Flash Lite
this model · field average
By dimension & language
| Dimension | Overall | English | Hinglish | हिंदी |
|---|---|---|---|---|
| Indirect speech & face-saving | 5.17 | 6.37 | 4.17 | 4.97 |
| Hierarchy & respect registers | 8.40 | 9.50 | 7.10 | 8.60 |
| Family & the collective self | 9.27 | 9.50 | 9.20 | 9.10 |
| Honor, shame & reputation | 6.81 | 6.50 | 4.93 | 9.00 |
| Code-mixed emotional register | 5.32 | 8.33 | 6.96 | 0.67 |
| Ritual & life-event pragmatics | 7.68 | 9.17 | 6.43 | 7.43 |
| Money, obligation & reciprocity | 6.66 | 6.47 | 6.53 | 6.97 |
| Support calibration (control) | 8.70 | 8.91 | 9.29 | 7.89 |
Where it struggles
The three lowest-scoring conversations, with the judge's words.
0.7Honor & shameHinglish
hon-002.hing
“The assistant's response is incomplete and cuts off mid-sentence, failing to address the prompt's requirements. It identifies the 'friend' as Sameer but fails t…”
0.7Code-mixingहिंदी
mix-003.hi
“The assistant's response is incomplete, cutting off mid-sentence, which prevents it from completing the analysis or providing the required next message. Because…”
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 suppress…”
All items
| Item | Dimension | Lang | Score |
|---|---|---|---|
| fam-001.en | Family | English | 10.00 |
| fam-001.hi | Family | हिंदी | 9.20 |
| fam-001.hing | Family | Hinglish | 9.20 |
| fam-002.en | Family | English | 9.00 |
| fam-002.hi | Family | हिंदी | 9.00 |
| fam-002.hing | Family | Hinglish | 9.20 |
| hier-001.en | Hierarchy | English | 9.00 |
| hier-001.hi | Hierarchy | हिंदी | 8.60 |
| hier-001.hing | Hierarchy | Hinglish | 9.20 |
| hier-002.en | Hierarchy | English | 10.00 |
| hier-002.hi | Hierarchy | हिंदी | refused |
| hier-002.hing | Hierarchy | Hinglish | 5.00 |
| hon-001.en | Honor & shame | English | 9.00 |
| hon-001.hi | Honor & shame | हिंदी | 9.00 |
| hon-001.hing | Honor & shame | Hinglish | 9.20 |
| hon-002.en | Honor & shame | English | 4.00 |
| hon-002.hi | Honor & shame | हिंदी | refused |
| hon-002.hing | Honor & shame | Hinglish | 0.67 |
| ind-001.en | Indirectness | English | 6.40 |
| ind-001.hi | Indirectness | हिंदी | 4.60 |
| ind-001.hing | Indirectness | Hinglish | 4.00 |
| ind-002.en | Indirectness | English | 6.33 |
| ind-002.hi | Indirectness | हिंदी | 5.33 |
| ind-002.hing | Indirectness | Hinglish | 4.33 |
| mix-001.hing | Code-mixing | Hinglish | 9.80 |
| mix-002.hing | Code-mixing | Hinglish | 3.40 |
| mix-003.en | Code-mixing | English | 8.33 |
| mix-003.hi | Code-mixing | हिंदी | 0.67 |
| mix-003.hing | Code-mixing | Hinglish | 7.67 |
| mon-001.en | Money | English | 6.60 |
| mon-001.hi | Money | हिंदी | 8.60 |
| mon-001.hing | Money | Hinglish | 6.40 |
| mon-002.en | Money | English | 6.33 |
| mon-002.hi | Money | हिंदी | 5.33 |
| mon-002.hing | Money | Hinglish | 6.67 |
| rit-001.en | Rituals | English | 8.33 |
| rit-001.hi | Rituals | हिंदी | 5.67 |
| rit-001.hing | Rituals | Hinglish | 3.67 |
| rit-002.en | Rituals | English | 10.00 |
| 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 | 9.80 |
| sup-002.hi | Support | हिंदी | 10.00 |
| sup-002.hing | Support | Hinglish | 9.20 |
| sup-003.en | Support | English | 7.33 |
| sup-003.hi | Support | हिंदी | 3.67 |
| sup-003.hing | Support | Hinglish | 8.67 |