- Peringkat
- #221
- Total token output
- 100,726
- Waktu respons (rata-rata)
- 36.17s
- Total Biaya
- $0.036
DeepSeek V4 Flash 0423 vs KAT-Coder-Air V2.5 (low)
Skor rata-rata hampir imbang di 5.4 vs 5.4. DeepSeek V4 Flash 0423 memiliki biaya benchmark lebih rendah di $0.036 vs $0.046. KAT-Coder-Air V2.5 (low) lebih cepat di 10.63s vs 36.17s, dengan tingkat keberhasilan 27.3% vs 43.9%.
- Peringkat
- #223
- Total token output
- 60,414
- Waktu respons (rata-rata)
- 10.63s
- Total Biaya
- $0.046
Model yang direkomendasikan
KAT-Coder-Air V2.5 (low)
It has the best score here (5.4), while responding about 3.4x faster than DeepSeek V4 Flash 0423.
Perbandingan terperinci
| Metrik | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 none | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low |
|---|---|---|
| Skor | 5.4 | 5.4 |
| Peringkat | #221 | #223 |
| Keandalan | 10.0 | 9.9 |
| Konsistensi | 8.5 | 7.8 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 27.3% | 43.9% |
| Tes tidak stabil | 4 | 6 |
| Total Run | 66 | 66 |
| Biaya per hasil | 1.146 | 0.649 |
| Total Biaya | $0.036 | $0.046 |
| Harga input | $0.082 / 1M | $0.150 / 1M |
| Harga output | $0.163 / 1M | $0.600 / 1M |
| Total token input | 240,230 | 61,094 |
| Token output | 100,726 | 6,532 |
| Token penalaran | 0 | 53,882 |
| Waktu respons (rata-rata) | 36.17s | 10.63s |
| Waktu respons (maks) | 247.27s | 86.23s |
| Waktu respons (total) | 795.83s | 233.77s |
| Parameter | 284B total (13B aktif) | ~35B total (~3B aktif) |
| Ketersediaan | Sumber terbuka | Tertutup |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#221 DeepSeek V4 Flash 0423
none- Biaya
- $0.004
- Waktu
- 157.6s
- Token
- 11,297 tok
#223 KAT-Coder-Air V2.5
low- Biaya
- $0.004
- Waktu
- 29.9s
- Token
- 6,008 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 0423 | 3.0 | 10.0 | 0.0% | 0 | 20.18s | 540 | 174 | 0 | |
| KAT-Coder-Air V2.5 | 7.3 | 5.8 | 83.3% | 2 | 3.50s | 672 | 422 | 1,548 |
| 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 0423 | 4.2 | 7.4 | 11.1% | 1 | 17.13s | 7,279 | 9,717 | 0 | |
| KAT-Coder-Air V2.5 | 3.5 | 7.3 | 11.1% | 1 | 11.06s | 7,893 | 2,001 | 13,623 |
| 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 0423 | 4.6 | 1.8 | 66.7% | 2 | 179.61s | 214,492 | 89,681 | 0 | |
| KAT-Coder-Air V2.5 | 6.4 | 5.8 | 66.7% | 1 | 55.86s | 33,753 | 2,046 | 17,833 |
| 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 0423 | 10.0 | 10.0 | 100.0% | 0 | 23.79s | 7,290 | 195 | 0 | |
| KAT-Coder-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 2.82s | 7,776 | 261 | 1,069 |
| 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 0423 | 3.0 | 10.0 | 0.0% | 0 | 15.31s | 675 | 17 | 0 | |
| KAT-Coder-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 8.91s | 562 | 937 | 10,224 |
| 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 0423 | 4.2 | 9.9 | 0.0% | 0 | 23.74s | 471 | 67 | 0 | |
| KAT-Coder-Air V2.5 | 5.0 | 10.0 | 0.0% | 0 | 10.11s | 516 | 142 | 596 |
| 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 0423 | 6.5 | 10.0 | 50.0% | 0 | 17.54s | 627 | 321 | 0 | |
| KAT-Coder-Air V2.5 | 9.8 | 10.0 | 100.0% | 0 | 1.64s | 699 | 89 | 640 |
| 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 0423 | 3.1 | 7.3 | 11.1% | 1 | 23.72s | 594 | 207 | 0 | |
| KAT-Coder-Air V2.5 | 3.1 | 4.6 | 22.2% | 2 | 1.57s | 696 | 294 | 796 |
| 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 0423 | 10.0 | 10.0 | 100.0% | 0 | 77.93s | 8,079 | 327 | 0 | |
| KAT-Coder-Air V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.47s | 8,391 | 330 | 1,065 |
| 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 0423 | 3.0 | 10.0 | 0.0% | 0 | 3.07s | 183 | 20 | 0 | |
| KAT-Coder-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 19.98s | 136 | 10 | 6,488 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
KAT-Coder-Air V2.5lowvsGPT-5.6 LunanoneKAT-Coder-Air V2.5lowvsLaguna S 2.1mediumTersedia gratisKAT-Coder-Air V2.5lowvsMiMo-V2.5-PrononeKAT-Coder-Air V2.5lowvsKimi K2.5noneDeepSeek V4 Flash 0423nonevsLaguna S 2.1mediumTersedia gratisDeepSeek V4 Flash 0731nonevsKAT-Coder-Air V2.5lowKAT-Coder-Air V2.5lowvsLaguna S 2.1highTersedia gratisKAT-Coder-Air V2.5lowvsInkling SmallnoneKAT-Coder-Air V2.5lowvsLaguna XS 2.1noneTersedia gratisDeepSeek V4 Flash 0423nonevsLaguna S 2.1highTersedia gratisSeed-2.0-CodenonevsKAT-Coder-Air V2.5lowLing-2.6-1TnonevsKAT-Coder-Air V2.5low