- Peringkat
- #190
- Total token output
- 113,193
- Waktu respons (rata-rata)
- 19.40s
- Total Biaya
- $0.400
KAT-Coder-Pro V2.5 (low) vs Qwen3.6 35B A3B (medium)
Skor rata-rata hampir imbang di 6.5 vs 6.5. KAT-Coder-Pro V2.5 (low) memiliki biaya benchmark lebih rendah di $0.400 vs $0.812. KAT-Coder-Pro V2.5 (low) lebih cepat di 19.40s vs 59.92s, dengan tingkat keberhasilan 65.2% vs 58.0%.
Model yang Dibandingkan
- Peringkat
- #192
- Total token output
- 776,174
- Waktu respons (rata-rata)
- 59.92s
- Total Biaya
- $0.812
Model yang direkomendasikan
KAT-Coder-Pro V2.5 (low)
It has the best score here (6.5), while costing about 2.0x less than Qwen3.6 35B A3B (medium).
Perbandingan terperinci
| Metrik | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low | Qwen3.6 35B A3B Qwen3.6 35B A3B medium |
|---|---|---|
| Skor | 6.5 | 6.5 |
| Peringkat | #190 | #192 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 7.1 | 9.0 |
| Percobaan | 69/69 | 69/69 |
| Tes benar | ||
| Tingkat lulus per percobaan | 65.2% | 58.0% |
| Tes tidak stabil | 8 | 3 |
| Total Run | 69 | 69 |
| Biaya per hasil | 3.636 | 6.732 |
| Total Biaya | $0.400 | $0.812 |
| Harga input | $0.740 / 1M | $0.150 / 1M |
| Harga output | $2.960 / 1M | $1.000 / 1M |
| Total token input | 87,682 | 282,192 |
| Token output | 7,166 | 75,306 |
| Token penalaran | 106,027 | 700,868 |
| Waktu respons (rata-rata) | 19.40s | 59.92s |
| Waktu respons (maks) | 209.15s | 817.57s |
| Waktu respons (total) | 446.11s | 1258.32s |
| Parameter | ~700B total (~72B aktif) | 35B total (3B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#190 KAT-Coder-Pro V2.5
low- Biaya
- $0.016
- Waktu
- 47.6s
- Token
- 5,182 tok
#192 Qwen3.6 35B A3B
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Biaya
- $0.000
- Waktu
- 300.0s
- Token
- 0 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 | 1.75s | 0 | 0 | 0 | |
| Qwen3.6 35B A3B | 6.1 | 3.1 | 66.7% | 1 | 88.48s | 197,044 | 13,570 | 19,312 |
| 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 | 6.9 | 5.8 | 75.0% | 2 | 4.20s | 672 | 277 | 4,228 | |
| Qwen3.6 35B A3B | 10.0 | 10.0 | 100.0% | 0 | 6.02s | 672 | 1,154 | 12,385 |
| 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 | 7.8 | 10.0 | 66.7% | 0 | 24.87s | 7,893 | 402 | 24,945 | |
| Qwen3.6 35B A3B | 7.7 | 10.0 | 66.7% | 0 | 50.55s | 5,051 | 7,929 | 37,223 |
| 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 | 6.4 | 5.8 | 66.7% | 1 | 111.87s | 60,055 | 5,393 | 43,732 | |
| Qwen3.6 35B A3B | 3.0 | 10.0 | 0.0% | 0 | 817.57s | 68,754 | 42,187 | 548,547 |
| 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 | 4.19s | 7,776 | 288 | 1,917 | |
| Qwen3.6 35B A3B | 10.0 | 10.0 | 100.0% | 0 | 12.99s | 7,776 | 2,591 | 9,968 |
| 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 | 3.5 | 4.4 | 33.3% | 2 | 22.86s | 780 | 35 | 21,430 | |
| Qwen3.6 35B A3B | 2.9 | 4.4 | 22.2% | 2 | 25.39s | 780 | 6,110 | 41,906 |
| 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 | 4.1 | 2.7 | 33.3% | 1 | 2.32s | 516 | 99 | 412 | |
| Qwen3.6 35B A3B | 4.4 | 9.9 | 0.0% | 0 | 8.66s | 516 | 129 | 4,569 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 699 | 83 | 1,008 | |
| Qwen3.6 35B A3B | 10.0 | 10.0 | 100.0% | 0 | 7.50s | 699 | 219 | 7,404 |
| 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 | 6.4 | 4.4 | 77.8% | 2 | 3.11s | 696 | 289 | 1,820 | |
| Qwen3.6 35B A3B | 8.0 | 10.0 | 66.7% | 0 | 5.95s | 696 | 655 | 9,228 |
| 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 | 18.45s | 8,391 | 282 | 834 | |
| Qwen3.6 35B A3B | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| 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 | 17.06s | 204 | 18 | 5,701 | |
| Qwen3.6 35B A3B | 3.0 | 10.0 | 0.0% | 0 | 32.90s | 204 | 762 | 10,326 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Mercury 2.5 PreviewhighvsQwen3.6 35B A3BmediumKAT-Coder-Pro V2.5lowvsStep 3.7 FlashhighMercury 2.5highvsQwen3.6 35B A3BmediumMercury 2mediumvsKAT-Coder-Pro V2.5lowQwen3.6 35B A3BmediumvsGLM 5.3lowClaude Sonnet 5.5mediumvsKAT-Coder-Pro V2.5lowQwen3.6 35B A3BmediumvsGLM 5.1noneQwen3.6 35B A3BmediumvsGLM 5.2noneKAT-Coder-Pro V2.5highvsQwen3.6 35B A3BmediumMercury 2.5 PreviewhighvsKAT-Coder-Pro V2.5lowKAT-Coder-Pro V2.5lowvsQwen3.7 FlashmediumQwen3.6 35B A3BmediumvsStep 3.7 Flashhigh