- Peringkat
- #236
- Total token output
- 139,572
- Waktu respons (rata-rata)
- 24.96s
- Total Biaya
- $0.487
KAT-Coder-Pro V2.5 vs GLM 5.3 FlashX (low)
KAT-Coder-Pro V2.5 unggul dalam skor rata-rata dengan 6.1 vs 6.0. GLM 5.3 FlashX (low) memiliki biaya benchmark lebih rendah di $0.157 vs $0.487. GLM 5.3 FlashX (low) lebih cepat di 9.69s vs 24.96s, dengan tingkat keberhasilan 68.1% vs 63.8%.
Model yang Dibandingkan
- Peringkat
- #238
- Total token output
- 43,203
- Waktu respons (rata-rata)
- 9.69s
- Total Biaya
- $0.157
Model yang direkomendasikan
GLM 5.3 FlashX (low)
Its score stays close to the best score here (6.0 vs 6.1), while costing about 3.1x less than KAT-Coder-Pro V2.5.
Perbandingan terperinci
| Metrik | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none | GLM 5.3 FlashX GLM 5.3 FlashX low |
|---|---|---|
| Skor | 6.1 | 6.0 |
| Peringkat | #236 | #238 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 7.1 | 6.8 |
| Percobaan | 69/69 | 69/69 |
| Tes benar | ||
| Tingkat lulus per percobaan | 68.1% | 63.8% |
| Tes tidak stabil | 8 | 9 |
| Total Run | 69 | 69 |
| Biaya per hasil | 4.419 | 1.423 |
| Total Biaya | $0.487 | $0.157 |
| Harga input | $0.740 / 1M | $0.370 / 1M |
| Harga output | $2.960 / 1M | $1.250 / 1M |
| Total token input | 98,508 | 277,028 |
| Token output | 139,572 | 11,965 |
| Token penalaran | 0 | 31,238 |
| Waktu respons (rata-rata) | 24.96s | 9.69s |
| Waktu respons (maks) | 335.41s | 77.99s |
| Waktu respons (total) | 574.12s | 222.83s |
| Parameter | ~700B total (~72B aktif) | 320B total (18B aktif) |
| Ketersediaan | Tertutup | Tertutup |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#236 KAT-Coder-Pro V2.5
none- Biaya
- $0.010
- Waktu
- 29.0s
- Token
- 3,439 tok
#238 GLM 5.3 FlashX
low- Biaya
- $0.002
- Waktu
- 8.4s
- Token
- 1,526 tok
Model teratas berdasarkan skor
Skor vs Total Biaya
Waktu respons (rata-rata)
Skor vs Waktu respons (rata-rata)
Total token output
Skor vs Total token output
Rincian Kategori
| Tugas agen | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 1.90s | 0 | 0 | 0 | |
| GLM 5.3 FlashX | 4.7 | 3.1 | 33.3% | 1 | 77.99s | 159,703 | 1,471 | 4,696 |
| Trik anti-AI | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 8.7 | 7.9 | 91.7% | 1 | 4.58s | 672 | 3,998 | 0 | |
| GLM 5.3 FlashX | 8.2 | 7.9 | 83.3% | 1 | 1.56s | 639 | 278 | 353 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 6.1 | 4.7 | 66.7% | 2 | 22.52s | 7,893 | 22,440 | 0 | |
| GLM 5.3 FlashX | 5.5 | 7.4 | 44.4% | 1 | 5.45s | 7,317 | 382 | 4,760 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 4.1 | 5.0 | 33.3% | 1 | 183.08s | 70,881 | 77,889 | 0 | |
| GLM 5.3 FlashX | 2.8 | 1.6 | 33.3% | 2 | 42.40s | 92,545 | 8,581 | 18,553 |
| Parsing dan ekstraksi data | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 5.07s | 7,776 | 2,361 | 0 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 1.59s | 7,149 | 210 | 81 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 4.1 | 4.4 | 44.5% | 2 | 24.90s | 780 | 24,683 | 0 | |
| GLM 5.3 FlashX | 3.5 | 4.4 | 33.3% | 2 | 3.87s | 759 | 36 | 2,040 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 4.8 | 3.2 | 33.3% | 1 | 5.16s | 516 | 1,067 | 0 | |
| GLM 5.3 FlashX | 4.7 | 1.6 | 66.7% | 1 | 2.07s | 498 | 137 | 0 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 9.8 | 10.0 | 100.0% | 0 | 2.61s | 699 | 1,084 | 0 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 1.34s | 678 | 72 | 84 |
| Pemecahan teka-teki | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 8.2 | 7.2 | 88.9% | 1 | 3.03s | 696 | 1,929 | 0 | |
| GLM 5.3 FlashX | 7.7 | 7.3 | 77.8% | 1 | 1.89s | 672 | 460 | 336 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 5.93s | 8,391 | 1,103 | 0 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 9.52s | 6,861 | 231 | 20 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 9.91s | 204 | 3,018 | 0 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 2.69s | 207 | 107 | 315 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
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