#124 KAT-Coder-Air V2.5
low- Cost
- $0.004
- Time
- 29.9s
- Tokens
- 6,008 tok
AI BENCHY Compare
Kwaipilot: KAT-Coder-Air V2.5 vs MoonshotAI: Kimi K2.5
Summary
KAT-Coder-Air V2.5 (low) leads on average score with 6.0 vs 5.5. Kimi K2.5 has the lower benchmark cost at $0.027 vs $0.030. KAT-Coder-Air V2.5 (low) is faster at 6.47s vs 13.18s, with pass rates of 46.0% vs 34.9%.
Recommended modelKAT-Coder-Air V2.5 (low)It has the best score here (6.0), while responding about 2.0x faster than Kimi K2.5.
Last updated at: 2026-07-14
| Metric | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low | Kimi K2.5 Kimi K2.5 none |
|---|---|---|
| Score | 6.0 | 5.5 |
| Rank | #124 | #143 |
| Reliability | 9.7 | 10.0 |
| Consistency | 7.6 | 8.9 |
| Tests Correct | ||
| Attempt pass rate | 46.0% | 34.9% |
| Flaky tests | 6 | 3 |
| Total Runs | 63 | 63 |
| Cost per result | 0.427 | 0.442 |
| Total Cost | $0.030 | $0.027 |
| Input Price | $0.150 / 1M | $0.375 / 1M |
| Output Price | $0.600 / 1M | $2.025 / 1M |
| Total Input Tokens | 42,464 | 36,034 |
| Output Tokens | 4,227 | 6,657 |
| Reasoning Tokens | 34,864 | 0 |
| Response Time (avg) | 6.47s | 13.18s |
| Response Time (max) | 25.49s | 42.13s |
| Response Time (total) | 135.80s | 184.47s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#143 MoonshotAI: Kimi K2.5
none- Cost
- $0.015
- Time
- 89.1s
- Tokens
- 5,421 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 | 3.5 | 7.3 | 11.1% | 1 | 11.06s | 7,893 | 2,001 | 13,623 | |
| Kimi K2.5 | 5.5 | 10.0 | 33.3% | 0 | 24.56s | 7,311 | 4,708 | 0 |
Quick Compare
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