- Peringkat
- #282
- Total token output
- 66,576
- Waktu respons (rata-rata)
- 8.65s
- Total Biaya
- $0.048
KAT-Coder-Air V2.5 (medium) vs MiMo-V2.5-Pro
KAT-Coder-Air V2.5 (medium) unggul dalam skor rata-rata dengan 5.6 vs 5.4. KAT-Coder-Air V2.5 (medium) memiliki biaya benchmark lebih rendah di $0.048 vs $0.068. MiMo-V2.5-Pro lebih cepat di 4.24s vs 8.65s, dengan tingkat keberhasilan 45.5% vs 33.3%.
Model yang Dibandingkan
- Peringkat
- #295
- Total token output
- 15,362
- Waktu respons (rata-rata)
- 4.24s
- Total Biaya
- $0.068
Model yang direkomendasikan
KAT-Coder-Air V2.5 (medium)
It has the strongest score in this comparison (5.6) and the best overall balance of cost and response time across all 2 models.
Perbandingan terperinci
| Metrik | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium | MiMo-V2.5-Pro MiMo-V2.5-Pro none |
|---|---|---|
| Skor | 5.6 | 5.4 |
| Peringkat | #282 | #295 |
| Keandalan | 9.6 | 10.0 |
| Konsistensi | 8.9 | 8.6 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 45.5% | 33.3% |
| Tes tidak stabil | 3 | 4 |
| Total Run | 66 | 66 |
| Biaya per hasil | 0.596 | 1.808 |
| Total Biaya | $0.048 | $0.068 |
| Harga input | $0.150 / 1M | $0.435 / 1M |
| Harga output | $0.600 / 1M | $0.870 / 1M |
| Total token input | 51,369 | 124,808 |
| Token output | 8,008 | 15,362 |
| Token penalaran | 58,568 | 0 |
| Waktu respons (rata-rata) | 8.65s | 4.24s |
| Waktu respons (maks) | 48.19s | 53.13s |
| Waktu respons (total) | 190.35s | 93.28s |
| Parameter | ~35B total (~3B aktif) | 1.02T total (42B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#282 KAT-Coder-Air V2.5
medium- Biaya
- $0.003
- Waktu
- 23.7s
- Token
- 4,924 tok
#295 MiMo-V2.5-Pro
none- Biaya
- $0.004
- Waktu
- 46.4s
- Token
- 4,025 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 | |
| MiMo-V2.5-Pro | 3.3 | 8.1 | 8.3% | 1 | 2.67s | 645 | 994 | 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 | |
| MiMo-V2.5-Pro | 4.3 | 7.8 | 22.2% | 1 | 1.41s | 6,559 | 485 | 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 | |
| MiMo-V2.5-Pro | 3.0 | 10.0 | 0.0% | 0 | 28.33s | 98,770 | 12,915 | 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 | |
| MiMo-V2.5-Pro | 10.0 | 10.0 | 100.0% | 0 | 1.32s | 7,758 | 249 | 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 | |
| MiMo-V2.5-Pro | 3.0 | 10.0 | 0.0% | 0 | 1.79s | 762 | 27 | 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 | |
| MiMo-V2.5-Pro | 4.0 | 10.0 | 0.0% | 0 | 2.58s | 498 | 87 | 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 | |
| MiMo-V2.5-Pro | 6.4 | 10.0 | 50.0% | 0 | 1.03s | 684 | 66 | 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 | |
| MiMo-V2.5-Pro | 6.7 | 4.7 | 77.8% | 2 | 1.30s | 678 | 267 | 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 | |
| MiMo-V2.5-Pro | 10.0 | 10.0 | 100.0% | 0 | 3.30s | 8,238 | 258 | 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 | |
| MiMo-V2.5-Pro | 3.0 | 10.0 | 0.0% | 0 | 1.89s | 216 | 14 | 0 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Gemma 4 26B A4BnoneTersedia gratisvsKAT-Coder-Air V2.5mediumKAT-Coder-Air V2.5mediumvsNemotron 3.5 LightninghighTersedia gratisKAT-Coder-Air V2.5mediumvsGPT-6 LunanoneKAT-Coder-Air V2.5mediumvsHy4 previewlowKAT-Coder-Air V2.5lowvsMiMo-V2.5-PrononeLaguna S 2.1highTersedia gratisvsMiMo-V2.5-PrononeLaguna S 2.1mediumTersedia gratisvsMiMo-V2.5-PrononeKAT-Coder-Air V2.5mediumvsQwen3.6 27BnoneKAT-Coder-Air V2.5mediumvsQwen3.8 27BnoneKAT-Coder-Air V2.5mediumvsQwen3.5-122B-A10BnoneKAT-Coder-Air V2.5mediumvsKimi K2.6noneKAT-Coder-Air V2.5mediumvsGLM 5.1none