- Peringkat
- #215
- Total token output
- 66,576
- Waktu respons (rata-rata)
- 8.65s
- Total Biaya
- $0.048
KAT-Coder-Air V2.5 (medium) vs Qwen3.5-122B-A10B
Qwen3.5-122B-A10B unggul dalam skor rata-rata dengan 5.7 vs 5.6. KAT-Coder-Air V2.5 (medium) memiliki biaya benchmark lebih rendah di $0.048 vs $0.283. KAT-Coder-Air V2.5 (medium) lebih cepat di 8.65s vs 12.93s, dengan tingkat keberhasilan 45.5% vs 33.3%.
- Peringkat
- #207
- Total token output
- 88,459
- Waktu respons (rata-rata)
- 12.93s
- Total Biaya
- $0.283
Model yang direkomendasikan
KAT-Coder-Air V2.5 (medium)
Its score stays close to the best score here (5.6 vs 5.7), while costing about 5.9x less than Qwen3.5-122B-A10B.
Perbandingan terperinci
| Metrik | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium | Qwen3.5-122B-A10B Qwen3.5-122B-A10B none |
|---|---|---|
| Skor | 5.6 | 5.7 |
| Peringkat | #215 | #207 |
| Keandalan | 9.6 | 10.0 |
| Konsistensi | 8.9 | 9.3 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 45.5% | 33.3% |
| Tes tidak stabil | 3 | 2 |
| Total Run | 66 | 66 |
| Biaya per hasil | 0.596 | 4.182 |
| Total Biaya | $0.048 | $0.283 |
| Harga input | $0.150 / 1M | $0.290 / 1M |
| Harga output | $0.600 / 1M | $2.400 / 1M |
| Total token input | 51,369 | 241,575 |
| Token output | 8,008 | 88,459 |
| Token penalaran | 58,568 | 0 |
| Waktu respons (rata-rata) | 8.65s | 12.93s |
| Waktu respons (maks) | 48.19s | 212.63s |
| Waktu respons (total) | 190.35s | 284.39s |
| Parameter | ~35B total (~3B aktif) | 122B total (10B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#215 KAT-Coder-Air V2.5
medium- Biaya
- $0.003
- Waktu
- 23.7s
- Token
- 4,924 tok
#207 Qwen3.5-122B-A10B
none- Biaya
- $0.016
- Waktu
- 44.5s
- Token
- 6,431 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 |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Air V2.5 | 8.7 | 8.0 | 91.7% | 1 | 3.79s | 672 | 549 | 4,194 | |
| Qwen3.5-122B-A10B | 4.8 | 10.0 | 25.0% | 0 | 1.59s | 696 | 312 | 0 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Air V2.5 | 3.6 | 7.0 | 22.2% | 1 | 23.37s | 7,893 | 5,199 | 29,973 | |
| Qwen3.5-122B-A10B | 3.7 | 7.0 | 22.2% | 1 | 2.77s | 7,913 | 693 | 0 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 19.56s | 23,854 | 435 | 6,811 | |
| Qwen3.5-122B-A10B | 5.2 | 6.9 | 33.3% | 1 | 129.31s | 214,006 | 86,212 | 0 |
| 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-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 3.65s | 7,776 | 268 | 1,881 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 1.01s | 7,794 | 243 | 0 |
| 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-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 6.58s | 668 | 673 | 4,670 | |
| Qwen3.5-122B-A10B | 5.3 | 10.0 | 33.3% | 0 | 523ms | 798 | 16 | 0 |
| 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-Air V2.5 | 5.0 | 10.0 | 0.0% | 0 | 9.81s | 516 | 189 | 557 | |
| Qwen3.5-122B-A10B | 5.0 | 10.0 | 0.0% | 0 | 1.12s | 522 | 66 | 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-Air V2.5 | 10.0 | 10.0 | 100.0% | 0 | 1.50s | 699 | 93 | 730 | |
| Qwen3.5-122B-A10B | 6.3 | 10.0 | 50.0% | 0 | 513ms | 711 | 69 | 0 |
| 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-Air V2.5 | 3.6 | 7.2 | 22.2% | 1 | 1.87s | 696 | 265 | 1,184 | |
| Qwen3.5-122B-A10B | 3.8 | 10.0 | 0.0% | 0 | 1.00s | 714 | 575 | 0 |
| 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-Air V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.77s | 8,391 | 317 | 906 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 2.04s | 8,211 | 264 | 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-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 15.74s | 204 | 20 | 7,662 | |
| Qwen3.5-122B-A10B | 3.0 | 10.0 | 0.0% | 0 | 295ms | 210 | 9 | 0 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
KAT-Coder-Air V2.5highvsQwen3.5-122B-A10BnoneGemma 4 26B A4BnoneTersedia gratisvsKAT-Coder-Air V2.5mediumKAT-Coder-Air V2.5mediumvsNemotron 3.5 LightninghighTersedia gratisKAT-Coder-Air V2.5mediumvsHy4 previewlowKAT-Coder-Air V2.5mediumvsQwen3.6 27BnoneKAT-Coder-Air V2.5mediumvsQwen3.8 27BnoneQwen3.5-122B-A10BnonevsInkling SmalllowNemotron 3 SupermediumTersedia gratisvsQwen3.5-122B-A10BnoneNorth Mini CodemediumTersedia gratisvsQwen3.5-122B-A10BnoneNemotron 3.5 LightninghighTersedia gratisvsQwen3.5-122B-A10BnoneQwen3.5-122B-A10BnonevsHy4 previewlowKAT-Coder-Air V2.5mediumvsKimi K2.6none