- Nafasi
- #25
- Jumla ya tokeni za matokeo
- 38,453
- Muda wa majibu (wastani)
- 6.24s
- Jumla ya gharama
- $0.183
Gemini 3.7 Flash (low) vs KAT-Coder-Pro V2.5 (medium)
Gemini 3.7 Flash (low) inaongoza kwa average score: 9.4 vs 6.2. Gemini 3.7 Flash (low) ina gharama ya chini ya benchmark: $0.183 vs $0.669. Gemini 3.7 Flash (low) ni ya haraka zaidi: 6.24s vs 23.94s, na pass rates 95.7% vs 62.3%.
Modeli zilizolinganishwa
- Nafasi
- #240
- Jumla ya tokeni za matokeo
- 139,375
- Muda wa majibu (wastani)
- 23.94s
- Jumla ya gharama
- $0.669
Muundo unaopendekezwa
Gemini 3.7 Flash (low)
It has the best score here (9.4), while costing about 3.7x less than KAT-Coder-Pro V2.5 (medium).
Ulinganisho wa kina
| Kipimo | Gemini 3.7 Flash Gemini 3.7 Flash low | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium |
|---|---|---|
| Alama | 9.4 | 6.2 |
| Nafasi | #25 | #240 |
| Uaminifu | 10.0 | 10.0 |
| Uthabiti | 9.3 | 7.2 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 95.7% | 62.3% |
| Majaribio yasiyo thabiti | 2 | 8 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 0.868 | 4.342 |
| Jumla ya gharama | $0.183 | $0.669 |
| Bei ya ingizo | $0.750 / 1M | $0.740 / 1M |
| Bei ya toleo | $3.750 / 1M | $2.960 / 1M |
| Bei ya kusoma akiba | $0.075 / 1M | $0.150 / 1M |
| Bei ya kuandika akiba | $0.042 / 1M | Haipo |
| Jumla ya tokeni za ingizo | 188,519 | 87,916 |
| Tokeni za matokeo | 7,694 | 7,213 |
| Tokeni za hoja | 30,759 | 132,162 |
| Muda wa majibu (wastani) | 6.24s | 23.94s |
| Muda wa majibu (upeo) | 58.75s | 257.00s |
| Muda wa majibu (jumla) | 143.56s | 550.52s |
| Vigezo | ~500B jumla (~20B vinavyotumika) | ~700B jumla (~72B vinavyotumika) |
| Upatikanaji | Imefungwa | Imefungwa |
Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.
Onyesho la kizazi cha modeli
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#25 Gemini 3.7 Flash
low- Gharama
- $0.010
- Muda
- 23.5s
- Tokeni
- 5,210 tok
#240 KAT-Coder-Pro V2.5
medium- Gharama
- $0.009
- Muda
- 25.6s
- Tokeni
- 2,939 tok
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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 58.75s | 98,197 | 1,400 | 0 | |
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 3.38s | 0 | 0 | 0 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.54s | 492 | 99 | 1,398 | |
| KAT-Coder-Pro V2.5 | 8.2 | 7.9 | 83.3% | 1 | 3.90s | 672 | 208 | 3,868 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 7.6 | 7.2 | 77.8% | 1 | 6.20s | 8,118 | 461 | 11,508 | |
| KAT-Coder-Pro V2.5 | 7.8 | 10.0 | 66.7% | 0 | 33.10s | 7,893 | 416 | 33,658 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 13.00s | 66,250 | 4,873 | 8,108 | |
| KAT-Coder-Pro V2.5 | 6.4 | 5.8 | 66.7% | 1 | 135.75s | 60,289 | 5,478 | 51,591 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.15s | 7,548 | 278 | 1,093 | |
| KAT-Coder-Pro V2.5 | 7.3 | 5.9 | 83.3% | 1 | 4.70s | 7,776 | 275 | 2,122 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 8.2 | 7.2 | 88.9% | 1 | 3.09s | 642 | 12 | 3,029 | |
| KAT-Coder-Pro V2.5 | 2.9 | 4.4 | 22.2% | 2 | 35.11s | 780 | 36 | 33,495 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.76s | 486 | 81 | 1,043 | |
| KAT-Coder-Pro V2.5 | 4.7 | 3.1 | 33.3% | 1 | 2.35s | 516 | 92 | 381 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.47s | 615 | 72 | 1,778 | |
| KAT-Coder-Pro V2.5 | 9.9 | 10.0 | 100.0% | 0 | 2.58s | 699 | 83 | 971 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.92s | 558 | 166 | 1,580 | |
| KAT-Coder-Pro V2.5 | 5.9 | 4.5 | 66.7% | 2 | 3.20s | 696 | 325 | 1,867 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.10s | 5,457 | 241 | 160 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 19.02s | 8,391 | 282 | 1,010 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.92s | 156 | 11 | 1,062 | |
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 9.87s | 204 | 18 | 3,199 |
Ulinganisho wa haraka
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