- Peringkat
- #139
- Total token output
- 253,646
- Waktu respons (rata-rata)
- 104.93s
- Total Biaya
- $0.092
Gemma 4 26B A4B (medium) vs KAT-Coder-Pro V2.5
Skor rata-rata hampir imbang di 6.8 vs 6.7. Gemma 4 26B A4B (medium) memiliki biaya benchmark lebih rendah di $0.092 vs $0.487. KAT-Coder-Pro V2.5 lebih cepat di 26.01s vs 104.93s, dengan tingkat keberhasilan 69.7% vs 71.2%.
- Peringkat
- #141
- Total token output
- 139,572
- Waktu respons (rata-rata)
- 26.01s
- Total Biaya
- $0.487
Model yang direkomendasikan
Gemma 4 26B A4B (medium)
It has the best score here (6.8), while costing about 5.3x less than KAT-Coder-Pro V2.5.
Perbandingan terperinci
| Metrik | Gemma 4 26B A4B Gemma 4 26B A4B medium Tersedia gratis | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none |
|---|---|---|
| Skor | 6.8 | 6.7 |
| Peringkat | #139 | #141 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 9.6 | 7.0 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 69.7% | 71.2% |
| Tes tidak stabil | 1 | 8 |
| Total Run | 66 | 66 |
| Biaya per hasil | 0.623 | 4.419 |
| Total Biaya | $0.092 | $0.487 |
| Harga input | $0.070 / 1M | $0.740 / 1M |
| Harga output | $0.340 / 1M | $2.960 / 1M |
| Total token input | 77,528 | 98,508 |
| Token output | 26,048 | 139,572 |
| Token penalaran | 227,598 | 0 |
| Waktu respons (rata-rata) | 104.93s | 26.01s |
| Waktu respons (maks) | 912.19s | 335.41s |
| Waktu respons (total) | 2203.52s | 572.22s |
| Parameter | 25.2B total (3.8B aktif) | ~700B total (~72B aktif) |
| Ketersediaan | Sumber terbuka | Tertutup |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#139 Gemma 4 26B A4B
medium
SVG tidak valid
- Biaya
- $0.000
- Waktu
- 300.0s
- Token
- 0 tok
#141 KAT-Coder-Pro V2.5
none- Biaya
- $0.010
- Waktu
- 29.0s
- Token
- 3,439 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 6.20s | 816 | 1,142 | 3,045 | |
| KAT-Coder-Pro V2.5 | 8.7 | 7.9 | 91.7% | 1 | 4.58s | 672 | 3,998 | 0 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 2.9 | 10.0 | 0.0% | 0 | 272.54s | 5,062 | 14,838 | 44,567 | |
| KAT-Coder-Pro V2.5 | 6.1 | 4.7 | 66.7% | 2 | 22.52s | 7,893 | 22,440 | 0 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 6.3 | 10.0 | 50.0% | 0 | 492.87s | 54,390 | 5,451 | 132,113 | |
| KAT-Coder-Pro V2.5 | 4.1 | 5.0 | 33.3% | 1 | 183.08s | 70,881 | 77,889 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 16.51s | 8,334 | 1,567 | 2,827 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 5.07s | 7,776 | 2,361 | 0 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 5.3 | 7.2 | 44.4% | 1 | 35.14s | 494 | 481 | 15,212 | |
| KAT-Coder-Pro V2.5 | 4.1 | 4.4 | 44.5% | 2 | 24.90s | 780 | 24,683 | 0 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 29.76s | 567 | 25 | 5,075 | |
| KAT-Coder-Pro V2.5 | 4.8 | 3.2 | 33.3% | 1 | 5.16s | 516 | 1,067 | 0 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 17.54s | 777 | 887 | 4,470 | |
| KAT-Coder-Pro V2.5 | 9.8 | 10.0 | 100.0% | 0 | 2.61s | 699 | 1,084 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 5.79s | 801 | 410 | 2,128 | |
| KAT-Coder-Pro V2.5 | 8.2 | 7.2 | 88.9% | 1 | 3.03s | 696 | 1,929 | 0 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 9.01s | 6,096 | 450 | 1,256 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 5.93s | 8,391 | 1,103 | 0 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 3.0 | 10.0 | 0.0% | 0 | 180.87s | 191 | 797 | 16,905 | |
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 9.91s | 204 | 3,018 | 0 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Gemma 4 26B A4BmediumTersedia gratisvsGLM 5.2noneGemma 4 26B A4BmediumTersedia gratisvsGLM 5.3lowKAT-Coder-Pro V2.5nonevsMiMo-V2.5-PromediumKAT-Coder-Pro V2.5nonevsLongCat 2.0lowKAT-Coder-Pro V2.5nonevsGLM 5.3lowDeepSeek V4 PrononevsGemma 4 26B A4BmediumTersedia gratisGemini 3.5 FlashminimalvsKAT-Coder-Pro V2.5noneGemma 4 26B A4BmediumTersedia gratisvsLongCat 2.0lowGemma 4 26B A4BmediumTersedia gratisvsSolar Pro 4lowKAT-Coder-Pro V2.5nonevsLongCat 2.0highKAT-Coder-Pro V2.5nonevsSolar Pro 4mediumKAT-Coder-Pro V2.5nonevsSolar Pro 4low