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Google: Gemma 4 26B A4B vs Kwaipilot: KAT-Coder-Air V2.5

Summary

Gemma 4 26B A4B leads on average score with 5.5 vs 4.9. Gemma 4 26B A4B has the lower benchmark cost at $0.004 vs $0.037. Gemma 4 26B A4B is faster at 5.91s vs 6.99s, with pass rates of 44.4% vs 38.1%.

Recommended modelGemma 4 26B A4BIt has the best score here (5.5), while costing about 12.0x less than KAT-Coder-Air V2.5.

Last updated at: 2026-07-14

Metric Gemma 4 26B A4B Gemma 4 26B A4B none Release: 2026-04-03 Free Available KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none Release: 2026-07-14
Score 5.5 4.9
Rank #146 #168
Reliability 10.0 10.0
Consistency 9.2 7.1
Tests Correct
Attempt pass rate 44.4% 38.1%
Flaky tests 2 7
Total Runs 63 63
Cost per result 0.068 0.724
Total Cost $0.004 $0.037
Input Price $0.060 / 1M $0.150 / 1M
Output Price $0.330 / 1M $0.600 / 1M
Total Input Tokens 40,038 41,328
Output Tokens 1,824 49,933
Reasoning Tokens 0 0
Response Time (avg) 5.91s 6.99s
Response Time (max) 57.10s 24.94s
Response Time (total) 124.05s 146.78s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#146 Gemma 4 26B A4B

none
Cost
$0.001
Time
39.5s
Tokens
790 tok

#168 KAT-Coder-Air V2.5

none
Cost
$0.002
Time
14.5s
Tokens
2,619 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Gemma 4 26B A4B 3.7 7.2 22.2% 1 4.16s 7,736 476 0
KAT-Coder-Air V2.5 3.3 9.6 0.0% 0 14.31s 6,472 16,918 0

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