- Nafasi
- #226
- Jumla ya tokeni za matokeo
- 113,193
- Muda wa majibu (wastani)
- 19.40s
- Jumla ya gharama
- $0.568
KAT-Coder-Pro V2.5 (low) vs Laguna XS 2.1 (medium)
KAT-Coder-Pro V2.5 (low) inaongoza kwa average score: 6.5 vs 6.4. Laguna XS 2.1 (medium) ina gharama ya chini ya benchmark: $0.083 vs $0.568. KAT-Coder-Pro V2.5 (low) ni ya haraka zaidi: 19.40s vs 48.97s, na pass rates 65.2% vs 46.4%.
Modeli zilizolinganishwa
- Nafasi
- #237
- Jumla ya tokeni za matokeo
- 514,966
- Muda wa majibu (wastani)
- 48.97s
- Jumla ya gharama
- $0.083
Muundo unaopendekezwa
Laguna XS 2.1 (medium)
Its score stays close to the best score here (6.4 vs 6.5), while costing about 6.8x less than KAT-Coder-Pro V2.5 (low).
Ulinganisho wa kina
| Kipimo | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low | Laguna XS 2.1 Laguna XS 2.1 medium Inapatikana bure |
|---|---|---|
| Alama | 6.5 | 6.4 |
| Nafasi | #226 | #237 |
| Uaminifu | 10.0 | 10.0 |
| Uthabiti | 7.1 | 9.0 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 65.2% | 46.4% |
| Majaribio yasiyo thabiti | 8 | 3 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 3.636 | 0.922 |
| Jumla ya gharama | $0.568 | $0.083 |
| Bei ya ingizo | $0.740 / 1M | $0.060 / 1M |
| Bei ya toleo | $2.960 / 1M | $0.120 / 1M |
| Bei ya kusoma akiba | $0.150 / 1M | $0.030 / 1M |
| Bei ya kuandika akiba | Haipo | Haipo |
| Jumla ya tokeni za ingizo | 87,682 | 352,516 |
| Tokeni za matokeo | 7,166 | 33,786 |
| Tokeni za hoja | 106,027 | 504,506 |
| Muda wa majibu (wastani) | 19.40s | 48.97s |
| Muda wa majibu (upeo) | 209.15s | 422.72s |
| Muda wa majibu (jumla) | 446.11s | 1126.35s |
| Vigezo | ~700B jumla (~72B vinavyotumika) | 33B jumla (3B vinavyotumika) |
| Upatikanaji | Imefungwa | Uzani unapatikana |
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.
#226 KAT-Coder-Pro V2.5
low- Gharama
- $0.016
- Muda
- 47.6s
- Tokeni
- 5,182 tok
#237 Laguna XS 2.1
medium- Gharama
- $0.001
- Muda
- 30.6s
- Tokeni
- 4,678 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 |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 1.75s | 0 | 0 | 0 | |
| Laguna XS 2.1 | 6.1 | 3.1 | 66.7% | 1 | 66.42s | 233,518 | 3,036 | 12,776 |
| 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 | 6.9 | 5.8 | 75.0% | 2 | 4.20s | 672 | 277 | 4,228 | |
| Laguna XS 2.1 | 4.8 | 10.0 | 25.0% | 0 | 41.96s | 774 | 353 | 73,090 |
| 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 | 7.8 | 10.0 | 66.7% | 0 | 24.87s | 7,893 | 402 | 24,945 | |
| Laguna XS 2.1 | 5.5 | 10.0 | 33.3% | 0 | 70.35s | 7,995 | 23,767 | 83,258 |
| 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 | 6.4 | 5.8 | 66.7% | 1 | 111.87s | 60,055 | 5,393 | 43,732 | |
| Laguna XS 2.1 | 6.3 | 10.0 | 50.0% | 0 | 218.07s | 91,698 | 5,496 | 229,064 |
| 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 | 4.19s | 7,776 | 288 | 1,917 | |
| Laguna XS 2.1 | 10.0 | 10.0 | 100.0% | 0 | 4.50s | 7,734 | 234 | 3,129 |
| 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 | 3.5 | 4.4 | 33.3% | 2 | 22.86s | 780 | 35 | 21,430 | |
| Laguna XS 2.1 | 3.5 | 4.4 | 33.3% | 2 | 67.48s | 843 | 17 | 91,430 |
| 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 | 4.1 | 2.7 | 33.3% | 1 | 2.32s | 516 | 99 | 412 | |
| Laguna XS 2.1 | 5.0 | 10.0 | 0.0% | 0 | 4.15s | 537 | 119 | 1,375 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 699 | 83 | 1,008 | |
| Laguna XS 2.1 | 9.8 | 10.0 | 100.0% | 0 | 2.57s | 753 | 82 | 1,844 |
| 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 | 6.4 | 4.4 | 77.8% | 2 | 3.11s | 696 | 289 | 1,820 | |
| Laguna XS 2.1 | 5.3 | 10.0 | 33.3% | 0 | 3.43s | 771 | 357 | 3,355 |
| 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 | 18.45s | 8,391 | 282 | 834 | |
| Laguna XS 2.1 | 10.0 | 10.0 | 100.0% | 0 | 3.01s | 7,638 | 309 | 748 |
| 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 | 17.06s | 204 | 18 | 5,701 | |
| Laguna XS 2.1 | 3.0 | 10.0 | 0.0% | 0 | 10.88s | 255 | 16 | 4,437 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
KAT-Coder-Pro V2.5lowvsBeam 1.0 501B A23BmediumLaguna XS 2.1mediumInapatikana burevsQwen3.5-122B-A10BnoneKAT-Coder-Pro V2.5highvsLaguna XS 2.1mediumInapatikana bureGemini 3 Flash PreviewnonevsLaguna XS 2.1mediumInapatikana bureLaguna XS 2.1mediumInapatikana burevsBeam 1.0 501B A23BmaxKAT-Coder-Pro V2.5lowvsStep 3.7 FlashhighLaguna XS 2.1mediumInapatikana burevsGLM 5.1noneMercury 2mediumvsKAT-Coder-Pro V2.5lowLaguna XS 2.1mediumInapatikana burevsGLM 5.3lowClaude Sonnet 5.5mediumvsKAT-Coder-Pro V2.5lowLaguna XS 2.1mediumInapatikana burevsBeam 1.0 501B A23BxhighMercury 2.5highvsLaguna XS 2.1mediumInapatikana bure