- Peringkat
- #126
- Total token output
- 550,855
- Waktu respons (rata-rata)
- 84.66s
- Total Biaya
- $0.066
DeepSeek V4 Flash 0731 (medium) vs KAT-Coder-Pro V2.5 (low)
KAT-Coder-Pro V2.5 (low) unggul dalam skor rata-rata dengan 7.3 vs 7.3. DeepSeek V4 Flash 0731 (medium) memiliki biaya benchmark lebih rendah di $0.066 vs $0.400. KAT-Coder-Pro V2.5 (low) lebih cepat di 20.20s vs 84.66s, dengan tingkat keberhasilan 71.2% vs 68.2%.
Model yang Dibandingkan
- Peringkat
- #122
- Total token output
- 113,193
- Waktu respons (rata-rata)
- 20.20s
- Total Biaya
- $0.400
Model yang direkomendasikan
DeepSeek V4 Flash 0731 (medium)
Its score stays close to the best score here (7.3 vs 7.3), while costing about 6.1x less than KAT-Coder-Pro V2.5 (low).
Perbandingan terperinci
| Metrik | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 medium | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low |
|---|---|---|
| Skor | 7.3 | 7.3 |
| Peringkat | #126 | #122 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 7.1 | 7.0 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 71.2% | 68.2% |
| Tes tidak stabil | 8 | 8 |
| Total Run | 66 | 66 |
| Biaya per hasil | 0.960 | 3.636 |
| Total Biaya | $0.066 | $0.400 |
| Harga input | $0.065 / 1M | $0.740 / 1M |
| Harga output | $0.180 / 1M | $2.960 / 1M |
| Total token input | 89,819 | 87,682 |
| Token output | 58,398 | 7,166 |
| Token penalaran | 492,457 | 106,027 |
| Waktu respons (rata-rata) | 84.66s | 20.20s |
| Waktu respons (maks) | 288.78s | 209.15s |
| Waktu respons (total) | 1862.46s | 444.35s |
| Parameter | 284B total (13B aktif) | ~700B total (~72B aktif) |
| Ketersediaan | Tertutup | Tertutup |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#126 DeepSeek V4 Flash 0731
medium- Biaya
- $0.004
- Waktu
- 93.3s
- Token
- 13,252 tok
#122 KAT-Coder-Pro V2.5
low- Biaya
- $0.016
- Waktu
- 47.6s
- Token
- 5,182 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
| Trik anti-AI | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.2 | 7.9 | 83.3% | 1 | 17.95s | 698 | 2,101 | 6,715 | |
| KAT-Coder-Pro V2.5 | 6.9 | 5.8 | 75.0% | 2 | 4.20s | 672 | 277 | 4,228 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.4 | 4.4 | 77.8% | 2 | 198.78s | 6,032 | 4,109 | 160,154 | |
| KAT-Coder-Pro V2.5 | 7.8 | 10.0 | 66.7% | 0 | 24.87s | 7,893 | 402 | 24,945 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 7.3 | 5.8 | 83.3% | 1 | 150.58s | 65,118 | 40,110 | 97,296 | |
| KAT-Coder-Pro V2.5 | 6.4 | 5.8 | 66.7% | 1 | 111.87s | 60,055 | 5,393 | 43,732 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 5.21s | 7,290 | 287 | 1,519 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.19s | 7,776 | 288 | 1,917 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 2.9 | 7.2 | 11.1% | 1 | 203.11s | 592 | 9,333 | 154,069 | |
| KAT-Coder-Pro V2.5 | 3.5 | 4.4 | 33.3% | 2 | 22.86s | 780 | 35 | 21,430 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.1 | 3.1 | 66.7% | 1 | 12.16s | 471 | 66 | 1,589 | |
| KAT-Coder-Pro V2.5 | 4.1 | 2.7 | 33.3% | 1 | 2.32s | 516 | 99 | 412 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.5 | 6.8 | 83.3% | 1 | 2.42s | 706 | 109 | 580 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 699 | 83 | 1,008 |
| Pemecahan teka-teki | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.2 | 7.3 | 88.9% | 1 | 65.12s | 594 | 1,530 | 66,970 | |
| KAT-Coder-Pro V2.5 | 6.4 | 4.4 | 77.8% | 2 | 3.11s | 696 | 289 | 1,820 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 4.41s | 8,178 | 374 | 152 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 18.45s | 8,391 | 282 | 834 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 56.64s | 140 | 379 | 3,413 | |
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 17.06s | 204 | 18 | 5,701 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
KAT-Coder-Pro V2.5lowvsGLM 5.3highClaude Sonnet 4.6nonevsKAT-Coder-Pro V2.5lowClaude Opus 4.8nonevsDeepSeek V4 Flash 0731mediumDeepSeek V4 Flash 0731mediumvsQwen3.7 PlusnoneDeepSeek V4 Flash 0731mediumvsGLM 5.3 FlashhighKAT-Coder-Pro V2.5lowvsGLM 5.3 FlashhighGemini 3.1 Flash LitemediumvsKAT-Coder-Pro V2.5lowKAT-Coder-Pro V2.5lowvsQwen3.7 PlusnoneDeepSeek V4 Flash 0731mediumvsKAT-Coder-Pro V2.5highKAT-Coder-Pro V2.5lowvsQwen3.8 2.4T A95BhighDeepSeek V4 Flash 0731mediumvsGLM 5.3highClaude Sonnet 4.6nonevsDeepSeek V4 Flash 0731medium