- Nafasi
- #309
- Jumla ya tokeni za matokeo
- 60,414
- Muda wa majibu (wastani)
- 10.21s
- Jumla ya gharama
- $0.046
KAT Coder AIR V2.5 (low) vs GLM 4.7 Flash
KAT Coder AIR V2.5 (low) inaongoza kwa average score: 5.0 vs 4.8. GLM 4.7 Flash ina gharama ya chini ya benchmark: $0.027 vs $0.046. KAT Coder AIR V2.5 (low) ni ya haraka zaidi: 10.21s vs 13.04s, na pass rates 42.0% vs 29.0%.
Modeli zilizolinganishwa
- Nafasi
- #321
- Jumla ya tokeni za matokeo
- 27,395
- Muda wa majibu (wastani)
- 13.04s
- Jumla ya gharama
- $0.027
Muundo unaopendekezwa
KAT Coder AIR V2.5 (low)
It has the strongest score in this comparison (5.0) and the best overall balance of cost and response time across all 2 models.
Ulinganisho wa kina
| Kipimo | KAT Coder AIR V2.5 KAT Coder AIR V2.5 low | GLM 4.7 Flash GLM 4.7 Flash none |
|---|---|---|
| Alama | 5.0 | 4.8 |
| Nafasi | #309 | #321 |
| Uaminifu | 9.9 | 10.0 |
| Uthabiti | 7.8 | 8.9 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 42.0% | 29.0% |
| Majaribio yasiyo thabiti | 6 | 3 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 0.649 | 0.528 |
| Jumla ya gharama | $0.046 | $0.027 |
| Bei ya ingizo | $0.150 / 1M | $0.061 / 1M |
| Bei ya toleo | $0.600 / 1M | $0.400 / 1M |
| Bei ya kusoma akiba | Haipo | Haipo |
| Bei ya kuandika akiba | Haipo | Haipo |
| Jumla ya tokeni za ingizo | 61,094 | 255,363 |
| Tokeni za matokeo | 6,532 | 27,395 |
| Tokeni za hoja | 53,882 | 0 |
| Muda wa majibu (wastani) | 10.21s | 13.04s |
| Muda wa majibu (upeo) | 86.23s | 97.15s |
| Muda wa majibu (jumla) | 234.86s | 221.61s |
| Vigezo | ~35B jumla (~3B vinavyotumika) | 30B jumla (3B vinavyotumika) |
| Upatikanaji | Imefungwa | Chanzo huria |
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.
#309 KAT Coder AIR V2.5
low- Gharama
- $0.004
- Muda
- 29.9s
- Tokeni
- 6,008 tok
#321 GLM 4.7 Flash
none
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Gharama
- $0.000
- Muda
- 300.0s
- 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 AIR V2.5 | 3.0 | 10.0 | 0.0% | 0 | 1.08s | 0 | 0 | 0 | |
| GLM 4.7 Flash | 5.0 | 10.0 | 0.0% | 0 | 80.73s | 153,850 | 4,403 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| KAT Coder AIR V2.5 | 7.3 | 5.8 | 83.3% | 2 | 3.50s | 672 | 422 | 1,548 | |
| GLM 4.7 Flash | 5.2 | 7.9 | 41.7% | 1 | 5.51s | 555 | 438 | 0 |
| 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 AIR V2.5 | 3.5 | 7.3 | 11.1% | 1 | 11.06s | 7,893 | 2,001 | 13,623 | |
| GLM 4.7 Flash | 4.3 | 10.0 | 0.0% | 0 | 2.54s | 7,256 | 650 | 0 |
| 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 AIR V2.5 | 6.4 | 5.8 | 66.7% | 1 | 55.86s | 33,753 | 2,046 | 17,833 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 50.18s | 77,084 | 21,175 | 0 |
| 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 AIR V2.5 | 6.5 | 10.0 | 50.0% | 0 | 2.82s | 7,776 | 261 | 1,069 | |
| GLM 4.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 4.82s | 7,107 | 196 | 0 |
| 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 AIR V2.5 | 3.0 | 10.0 | 0.0% | 0 | 8.91s | 562 | 937 | 10,224 | |
| GLM 4.7 Flash | 5.3 | 10.0 | 33.3% | 0 | 2.22s | 696 | 19 | 0 |
| 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 AIR V2.5 | 5.0 | 10.0 | 0.0% | 0 | 10.11s | 516 | 142 | 596 | |
| GLM 4.7 Flash | 4.0 | 10.0 | 0.0% | 0 | 1.59s | 477 | 134 | 0 |
| 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 AIR V2.5 | 9.8 | 10.0 | 100.0% | 0 | 1.64s | 699 | 89 | 640 | |
| GLM 4.7 Flash | 6.5 | 10.0 | 50.0% | 0 | 888ms | 636 | 62 | 0 |
| 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 AIR V2.5 | 3.1 | 4.6 | 22.2% | 2 | 1.57s | 696 | 294 | 796 | |
| GLM 4.7 Flash | 6.4 | 10.0 | 33.3% | 0 | 1.20s | 609 | 97 | 0 |
| 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 AIR V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.47s | 8,391 | 330 | 1,065 | |
| GLM 4.7 Flash | 2.8 | 1.6 | 33.3% | 1 | 7.05s | 6,907 | 212 | 0 |
| 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 AIR V2.5 | 3.0 | 10.0 | 0.0% | 0 | 19.98s | 136 | 10 | 6,488 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 692ms | 186 | 9 | 0 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
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