#110 KAT-Coder-Air V2.5
high
Invalid SVG
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
AI BENCHY Compare
Kwaipilot: KAT-Coder-Air V2.5 vs OpenAI: GPT-5.6 Luna
Summary
The average score is effectively tied at 6.2 vs 6.2. KAT-Coder-Air V2.5 (high) has the lower benchmark cost at $0.064 vs $0.141. GPT-5.6 Luna (low) is faster at 4.35s vs 11.02s, with pass rates of 46.0% vs 57.1%.
Recommended modelKAT-Coder-Air V2.5 (high)It has the best score here (6.2), while costing about 2.2x less than GPT-5.6 Luna (low).
Last updated at: 2026-07-14
| Metric | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high | GPT-5.6 Luna GPT-5.6 Luna low |
|---|---|---|
| Score | 6.2 | 6.2 |
| Rank | #110 | #113 |
| Reliability | 9.7 | 10.0 |
| Consistency | 7.6 | 8.5 |
| Tests Correct | ||
| Attempt pass rate | 46.0% | 57.1% |
| Flaky tests | 6 | 4 |
| Total Runs | 63 | 63 |
| Cost per result | 0.910 | 1.404 |
| Total Cost | $0.064 | $0.141 |
| Input Price | $0.150 / 1M | $1.000 / 1M |
| Output Price | $0.600 / 1M | $6.000 / 1M |
| Total Input Tokens | 41,748 | 34,218 |
| Output Tokens | 3,894 | 2,110 |
| Reasoning Tokens | 91,773 | 15,571 |
| Response Time (avg) | 11.02s | 4.35s |
| Response Time (max) | 104.98s | 18.06s |
| Response Time (total) | 231.37s | 91.45s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#113 GPT-5.6 Luna
low- Cost
- $0.011
- Time
- 10.2s
- Tokens
- 1,897 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 |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Air V2.5 | 4.3 | 7.3 | 11.1% | 1 | 39.07s | 6,948 | 1,166 | 55,883 | |
| GPT-5.6 Luna | 5.5 | 10.0 | 33.3% | 0 | 4.61s | 7,302 | 557 | 3,535 |
Quick Compare
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