- Nafasi
- #198
- Jumla ya tokeni za matokeo
- 144,359
- Muda wa majibu (wastani)
- 21.21s
- Jumla ya gharama
- $0.506
KAT-Coder-Pro V2.5 (high) vs Solar Pro 4 (medium)
average score iko karibu sawa: 6.5 vs 6.4. Solar Pro 4 (medium) ina gharama ya chini ya benchmark: $0.174 vs $0.506. KAT-Coder-Pro V2.5 (high) ni ya haraka zaidi: 21.21s vs 133.93s, na pass rates 60.9% vs 60.9%.
Modeli zilizolinganishwa
- Nafasi
- #203
- Jumla ya tokeni za matokeo
- 408,067
- Muda wa majibu (wastani)
- 133.93s
- Jumla ya gharama
- $0.174
Muundo unaopendekezwa
KAT-Coder-Pro V2.5 (high)
It has the best score here (6.5), while responding about 6.3x faster than Solar Pro 4 (medium).
Ulinganisho wa kina
| Kipimo | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 high | Solar Pro 4 Solar Pro 4 medium |
|---|---|---|
| Alama | 6.5 | 6.4 |
| Nafasi | #198 | #203 |
| Uaminifu | 10.0 | 9.9 |
| Uthabiti | 7.9 | 8.4 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 60.9% | 60.9% |
| Majaribio yasiyo thabiti | 6 | 5 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 4.599 | 0.673 |
| Jumla ya gharama | $0.506 | $0.174 |
| Bei ya ingizo | $0.740 / 1M | $0.090 / 1M |
| Bei ya toleo | $2.960 / 1M | $0.360 / 1M |
| Jumla ya tokeni za ingizo | 106,085 | 299,558 |
| Tokeni za matokeo | 9,071 | 33,248 |
| Tokeni za hoja | 135,288 | 374,819 |
| Muda wa majibu (wastani) | 21.21s | 133.93s |
| Muda wa majibu (upeo) | 199.97s | 519.91s |
| Muda wa majibu (jumla) | 487.83s | 3080.36s |
| Vigezo | ~700B jumla (~72B vinavyotumika) | ~100B |
| Upatikanaji | Imefungwa | Imefungwa |
Onyesho la kizazi cha modeli
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#198 KAT-Coder-Pro V2.5
high- Gharama
- $0.009
- Muda
- 26.4s
- Tokeni
- 3,117 tok
#203 Solar Pro 4
medium
Hakuna matokeo ya onyesho yaliyozalishwa kwa modeli hii bado.
- Gharama
- Haipo
- Muda
- -
- Tokeni
- 0 tok
Modeli bora kwa alama
Alama dhidi ya gharama ya jumla
Muda wa majibu (wastani)
Alama vs Muda wa majibu (wastani)
Jumla ya tokeni za matokeo
Alama vs Jumla ya tokeni za matokeo
Mgawanyo wa kategoria
| Kazi za mawakala | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 1.52s | 0 | 0 | 0 | |
| Solar Pro 4 | 4.7 | 3.1 | 33.3% | 1 | 272.28s | 211,656 | 2,505 | 39,151 |
| Mbinu za kupinga AI | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 7.0 | 8.0 | 66.7% | 1 | 3.17s | 672 | 447 | 2,716 | |
| Solar Pro 4 | 8.2 | 7.9 | 83.3% | 1 | 53.37s | 1,104 | 581 | 35,551 |
| Uandishi wa msimbo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 6.4 | 7.9 | 44.4% | 1 | 22.00s | 7,893 | 422 | 20,461 | |
| Solar Pro 4 | 5.5 | 7.4 | 44.4% | 1 | 310.39s | 6,960 | 24,549 | 98,680 |
| Mchanganyiko | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 7.3 | 5.8 | 83.3% | 1 | 106.70s | 78,458 | 6,956 | 60,306 | |
| Solar Pro 4 | 6.4 | 5.8 | 66.7% | 1 | 294.82s | 60,774 | 4,412 | 64,360 |
| Uchanganuzi na uchimbaji wa data | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.13s | 7,776 | 278 | 1,960 | |
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 43.08s | 7,575 | 252 | 16,531 |
| Mahususi kwa domeni | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 2.9 | 4.4 | 22.2% | 2 | 44.66s | 780 | 33 | 43,896 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 201.85s | 1,007 | 25 | 59,990 |
| Akili ya jumla | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 5.1 | 10.0 | 0.0% | 0 | 3.27s | 516 | 139 | 647 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 48.00s | 609 | 136 | 8,755 |
| Ufuataji wa maagizo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 9.9 | 10.0 | 100.0% | 0 | 2.67s | 699 | 84 | 976 | |
| Solar Pro 4 | 9.8 | 10.0 | 100.0% | 0 | 40.08s | 909 | 76 | 12,588 |
| Utatuzi wa mafumbo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 8.2 | 7.2 | 88.9% | 1 | 3.38s | 696 | 428 | 1,936 | |
| Solar Pro 4 | 9.0 | 7.9 | 88.9% | 1 | 45.83s | 1,017 | 469 | 22,441 |
| Mwito wa zana | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 28.04s | 8,391 | 268 | 896 | |
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 7.86s | 7,620 | 225 | 768 |
| Maarifa ya jumla | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 5.22s | 204 | 16 | 1,494 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 108.62s | 327 | 18 | 16,004 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
KAT-Coder-Pro V2.5highvsGrok 4.3mediumKAT-Coder-Pro V2.5highvsGLM 5.1noneKAT-Coder-Pro V2.5highvsLaguna XS 2.1mediumInapatikana bureGemini 3 Flash PreviewnonevsSolar Pro 4mediumKAT-Coder-Pro V2.5highvsQwen3.5-122B-A10BnoneKAT-Coder-Pro V2.5highvsGLM 5.3lowQwen3.5-122B-A10BnonevsSolar Pro 4mediumGemini 3 Flash PreviewnonevsKAT-Coder-Pro V2.5highGemini 3.5 FlashminimalvsSolar Pro 4mediumSolar Pro 4mediumvsGLM 5.1noneKAT-Coder-Pro V2.5highvsQwen3.6 35B A3BmediumDots 3 Note PreviewhighInapatikana burevsSolar Pro 4medium