Grok 4.3
Rank #23 · Overall 6.50 (95% CI 6.03 to 6.93) · Language gap en→hi 0.21 · 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 | 4.43 | 4.87 | 2.63 | 5.80 |
| Hierarchy & respect registers | 4.77 | 4.60 | 5.50 | 4.20 |
| Family & the collective self | 7.80 | 8.10 | 7.70 | 7.60 |
| Honor, shame & reputation | 6.61 | 6.03 | 7.30 | 6.50 |
| Code-mixed emotional register | 6.59 | 7.33 | 5.76 | 6.67 |
| Ritual & life-event pragmatics | 6.60 | 8.07 | 5.93 | 5.80 |
| Money, obligation & reciprocity | 5.87 | 5.77 | 5.53 | 6.30 |
| Support calibration (control) | 9.31 | 9.31 | 9.11 | 9.51 |
Where it struggles
The three lowest-scoring conversations, with the judge's words.
1.7IndirectnessHinglish
ind-002.hing
“The assistant's response is incomplete and cuts off mid-sentence, failing to address the full scope of the prompt. While it correctly identifies that Karthik's …”
3.4IndirectnessEnglish
ind-001.en
“The assistant completely failed to identify the subtext of the situation. It consistently validated the user's interpretation that Rohan's behavior is a sign of…”
3.6Indirectnessहिंदी
ind-001.hi
“The assistant completely missed the subtext of the situation. Despite the user providing clear clues (job change, previous financial/logistical effort in 2019, …”
All items
| Item | Dimension | Lang | Score |
|---|---|---|---|
| fam-001.en | Family | English | 9.00 |
| fam-001.hi | Family | हिंदी | 8.80 |
| fam-001.hing | Family | Hinglish | 6.40 |
| fam-002.en | Family | English | 7.20 |
| fam-002.hi | Family | हिंदी | 6.40 |
| fam-002.hing | Family | Hinglish | 9.00 |
| hier-001.en | Hierarchy | English | 4.80 |
| hier-001.hi | Hierarchy | हिंदी | 4.60 |
| hier-001.hing | Hierarchy | Hinglish | 7.20 |
| hier-002.en | Hierarchy | English | 4.40 |
| hier-002.hi | Hierarchy | हिंदी | 3.80 |
| hier-002.hing | Hierarchy | Hinglish | 3.80 |
| hon-001.en | Honor & shame | English | 5.40 |
| hon-001.hi | Honor & shame | हिंदी | 7.00 |
| hon-001.hing | Honor & shame | Hinglish | 8.60 |
| hon-002.en | Honor & shame | English | 6.67 |
| hon-002.hi | Honor & shame | हिंदी | 6.00 |
| hon-002.hing | Honor & shame | Hinglish | 6.00 |
| 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 | 6.33 |
| ind-002.hi | Indirectness | हिंदी | 8.00 |
| ind-002.hing | Indirectness | Hinglish | 1.67 |
| mix-001.hing | Code-mixing | Hinglish | 9.00 |
| mix-002.hing | Code-mixing | Hinglish | 4.60 |
| mix-003.en | Code-mixing | English | 7.33 |
| mix-003.hi | Code-mixing | हिंदी | 6.67 |
| mix-003.hing | Code-mixing | Hinglish | 3.67 |
| mon-001.en | Money | English | 7.20 |
| mon-001.hi | Money | हिंदी | 7.60 |
| mon-001.hing | Money | Hinglish | 7.40 |
| mon-002.en | Money | English | 4.33 |
| mon-002.hi | Money | हिंदी | 5.00 |
| mon-002.hing | Money | Hinglish | 3.67 |
| rit-001.en | Rituals | English | 7.33 |
| rit-001.hi | Rituals | हिंदी | 5.00 |
| rit-001.hing | Rituals | Hinglish | 4.67 |
| rit-002.en | Rituals | English | 8.80 |
| rit-002.hi | Rituals | हिंदी | 6.60 |
| rit-002.hing | Rituals | Hinglish | 7.20 |
| sup-001.en | Support | English | 9.00 |
| sup-001.hi | Support | हिंदी | 9.20 |
| sup-001.hing | Support | Hinglish | 10.00 |
| sup-002.en | Support | English | 9.60 |
| sup-002.hi | Support | हिंदी | 10.00 |
| sup-002.hing | Support | Hinglish | 10.00 |
| sup-003.en | Support | English | 9.33 |
| sup-003.hi | Support | हिंदी | 9.33 |
| sup-003.hing | Support | Hinglish | 7.33 |