#116 Gemini 3.1 Flash Lite
minimal- Biaya
- $0.001
- Waktu
- 3.7s
- Token
- 635 tok
AI BENCHY Compare
Google: Gemini 3.1 Flash Lite vs Kwaipilot: KAT-Coder-Air V2.5
Ringkasan
Gemini 3.1 Flash Lite (minimal) unggul dalam skor rata-rata dengan 6.1 vs 6.0. Gemini 3.1 Flash Lite (minimal) memiliki biaya benchmark lebih rendah di $0.013 vs $0.030. Gemini 3.1 Flash Lite (minimal) lebih cepat di 1.33s vs 6.47s, dengan tingkat keberhasilan 54.0% vs 46.0%.
Model yang direkomendasikanGemini 3.1 Flash Lite (minimal)It has the best score here (6.1), while costing about 2.3x less than KAT-Coder-Air V2.5 (low).
Benchmark dihasilkan dari suite pengujian AI BENCHY pada: 2026-07-14
| Metrik | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite minimal | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low |
|---|---|---|
| Skor | 6.1 | 6.0 |
| Peringkat | #116 | #124 |
| Keandalan | 10.0 | 9.7 |
| Konsistensi | 8.8 | 7.6 |
| Tes benar | ||
| Tingkat lulus per percobaan | 54.0% | 46.0% |
| Tes tidak stabil | 3 | 6 |
| Total Run | 63 | 63 |
| Biaya per hasil | 0.130 | 0.427 |
| Total Biaya | $0.013 | $0.030 |
| Harga input | $0.250 / 1M | $0.150 / 1M |
| Harga output | $1.500 / 1M | $0.600 / 1M |
| Total token input | 36,973 | 42,464 |
| Token output | 2,487 | 4,227 |
| Token penalaran | 0 | 34,864 |
| Waktu respons (rata-rata) | 1.33s | 6.47s |
| Waktu respons (maks) | 4.49s | 25.49s |
| Waktu respons (total) | 27.91s | 135.80s |
Showcase generasi
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#124 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
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 831ms | 8,126 | 666 | 0 | |
| KAT-Coder-Air V2.5 | 3.5 | 7.3 | 11.1% | 1 | 11.06s | 7,893 | 2,001 | 13,623 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
KAT-Coder-Air V2.5lowvsGPT-5.6 TerranoneKAT-Coder-Air V2.5lowvsQwen3.6 Max PreviewnoneGemini 3.1 Flash LiteminimalvsKAT-Coder-Air V2.5mediumKAT-Coder-Air V2.5lowvsGLM 5noneKAT-Coder-Air V2.5lowvsQwen3.6 FlashnoneGemini 3.1 Flash LiteminimalvsQwen3.5-FlashnoneKAT-Coder-Air V2.5lowvsQwen3.5-35B-A3BnoneGemini 3.1 Flash LiteminimalvsGPT-5.6 LunalowSeed-2.0-LitenonevsGemini 3.1 Flash LiteminimalKAT-Coder-Air V2.5lowvsNemotron 3 Ultra 550b A55bnoneTersedia gratisGemini 3.1 Flash LiteminimalvsNemotron 3 Ultra 550b A55bnoneTersedia gratisKAT-Coder-Air V2.5lowvsQwen3.5-27Bnone