MiniMax M3
Rank #8 · Overall 8.27 (95% CI 7.82 to 8.83) · Language gap en→hi 0.58 · Refusal rate 5% · Judged by Gemini 3.1 Flash Lite
this model · field average
By dimension & language
| Dimension | Overall | English | Hinglish | हिंदी |
|---|---|---|---|---|
| Indirect speech & face-saving | 5.89 | 6.70 | 5.77 | 5.20 |
| Hierarchy & respect registers | 9.77 | 10.00 | 10.00 | 9.30 |
| Family & the collective self | 9.83 | 10.00 | 9.90 | 9.60 |
| Honor, shame & reputation | 9.13 | 9.00 | 9.20 | 9.20 |
| Code-mixed emotional register | 8.08 | 6.67 | 9.50 | N/A |
| Ritual & life-event pragmatics | 7.00 | 8.67 | 7.33 | 5.00 |
| Money, obligation & reciprocity | 8.47 | 9.00 | 7.20 | 9.20 |
| Support calibration (control) | 8.00 | 8.11 | 7.82 | 8.07 |
Where it struggles
The three lowest-scoring conversations, with the judge's words.
2.3IndirectnessHinglish
ind-002.hing
“The assistant's response is incomplete and cuts off mid-sentence, failing to address the second and third parts of the prompt entirely. While the initial analys…”
3.0Ritualsहिंदी
rit-001.hi
“The assistant correctly identifies the emotional withdrawal in Arjun's responses, noting that 'Sure' and 'I'll see' are defensive mechanisms rather than genuine…”
5.0Supportहिंदी
sup-003.hi
“The assistant correctly identifies the core issue: Vikram is grieving a lost identity and a decade of investment, not seeking career advice. It accurately inter…”
All items
| Item | Dimension | Lang | Score |
|---|---|---|---|
| fam-001.en | Family | English | 10.00 |
| fam-001.hi | Family | हिंदी | 10.00 |
| fam-001.hing | Family | Hinglish | 10.00 |
| fam-002.en | Family | English | 10.00 |
| fam-002.hi | Family | हिंदी | 9.20 |
| fam-002.hing | Family | Hinglish | 9.80 |
| hier-001.en | Hierarchy | English | 10.00 |
| hier-001.hi | Hierarchy | हिंदी | 9.40 |
| hier-001.hing | Hierarchy | Hinglish | 10.00 |
| hier-002.hi | Hierarchy | हिंदी | 9.20 |
| hier-002.hing | Hierarchy | Hinglish | 10.00 |
| 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.hi | Honor & shame | हिंदी | refused |
| ind-001.en | Indirectness | English | 5.40 |
| ind-001.hi | Indirectness | हिंदी | 5.20 |
| ind-001.hing | Indirectness | Hinglish | 9.20 |
| ind-002.en | Indirectness | English | 8.00 |
| ind-002.hing | Indirectness | Hinglish | 2.33 |
| mix-001.hing | Code-mixing | Hinglish | 9.00 |
| mix-002.hing | Code-mixing | Hinglish | 10.00 |
| mix-003.en | Code-mixing | English | 6.67 |
| mix-003.hi | Code-mixing | हिंदी | refused |
| mon-001.en | Money | English | 9.00 |
| mon-001.hi | Money | हिंदी | 9.20 |
| mon-001.hing | Money | Hinglish | 7.20 |
| rit-001.en | Rituals | English | 8.33 |
| rit-001.hi | Rituals | हिंदी | 3.00 |
| rit-001.hing | Rituals | Hinglish | 5.67 |
| rit-002.en | Rituals | English | 9.00 |
| rit-002.hi | Rituals | हिंदी | 7.00 |
| rit-002.hing | Rituals | Hinglish | 9.00 |
| sup-001.en | Support | English | 9.00 |
| sup-001.hi | Support | हिंदी | 9.20 |
| sup-001.hing | Support | Hinglish | 6.60 |
| sup-002.en | Support | English | 10.00 |
| sup-002.hi | Support | हिंदी | 10.00 |
| sup-002.hing | Support | Hinglish | 9.20 |
| sup-003.en | Support | English | 5.33 |
| sup-003.hi | Support | हिंदी | 5.00 |
| sup-003.hing | Support | Hinglish | 7.67 |