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Ling-2.6-1T vs KAT-Coder-Air V2.5 (low)

KAT-Coder-Air V2.5 (low) unggul dalam skor rata-rata dengan 5.4 vs 5.3. Ling-2.6-1T memiliki biaya benchmark lebih rendah di $0.016 vs $0.046. Ling-2.6-1T lebih cepat di 8.59s vs 10.63s, dengan tingkat keberhasilan 18.2% vs 43.9%.

Benchmark dihasilkan dari suite pengujian AI BENCHY pada: 2026-09-02

Peringkat
#238
Total token output
11,555
Waktu respons (rata-rata)
8.59s
Total Biaya
$0.016
Peringkat
#229
Total token output
60,414
Waktu respons (rata-rata)
10.63s
Total Biaya
$0.046
Model yang direkomendasikan Ling-2.6-1T

Its score stays close to the best score here (5.3 vs 5.4), while costing about 3.0x less than KAT-Coder-Air V2.5 (low).

Perbandingan terperinci

Metrik Ling-2.6-1T Ling-2.6-1T none Rilis: 2026-04-23 KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low Rilis: 2026-07-14
Skor 5.3 5.4
Peringkat #238 #229
Keandalan 10.0 9.9
Konsistensi 10.0 7.8
Percobaan 66/66 66/66
Tes benar
Tingkat lulus per percobaan 18.2% 43.9%
Tes tidak stabil 0 6
Total Run 66 66
Biaya per hasil 0.278 0.649
Total Biaya $0.016 $0.046
Harga input $0.075 / 1M $0.150 / 1M
Harga output $0.625 / 1M $0.600 / 1M
Total token input 106,423 61,094
Token output 11,555 6,532
Token penalaran 0 53,882
Waktu respons (rata-rata) 8.59s 10.63s
Waktu respons (maks) 25.72s 86.23s
Waktu respons (total) 163.20s 233.77s
Parameter 1T total (63B 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.

#238 Ling-2.6-1T

none
Ling-2.6-1T is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ling-2.6-1t
Biaya
$0.000
Waktu
0.1s
Token
0 tok

#229 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
Ling-2.6-1T 3.8 10.0 0.0% 0 10.57s 813 381 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