#131 North Mini Code
medium- Cost
- $0.000
- Time
- 51.8s
- Tokens
- 12,460 tok
AI BENCHY Compare
North Mini Code vs Kwaipilot: KAT-Coder-Air V2.5
Summary
KAT-Coder-Air V2.5 (low) leads on average score with 6.0 vs 5.8. North Mini Code (medium) has the lower benchmark cost at $0.000 vs $0.030. KAT-Coder-Air V2.5 (low) is faster at 6.47s vs 106.18s, with pass rates of 50.8% vs 46.0%.
Recommended modelKAT-Coder-Air V2.5 (low)It has the best score here (6.0), while responding about 16.4x faster than North Mini Code (medium).
Last updated at: 2026-07-14
| Metric | North Mini Code North Mini Code medium Free Available | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low |
|---|---|---|
| Score | 5.8 | 6.0 |
| Rank | #131 | #124 |
| Reliability | 8.5 | 9.7 |
| Consistency | 8.5 | 7.6 |
| Tests Correct | ||
| Attempt pass rate | 50.8% | 46.0% |
| Flaky tests | 4 | 6 |
| Total Runs | 55 | 63 |
| Cost per result | 0.000 | 0.427 |
| Total Cost | $0.000 | $0.030 |
| Input Price | $0.000 / 1M | $0.150 / 1M |
| Output Price | $0.000 / 1M | $0.600 / 1M |
| Total Input Tokens | 32,891 | 42,464 |
| Output Tokens | 424,772 | 4,227 |
| Reasoning Tokens | 1,021,489 | 34,864 |
| Response Time (avg) | 106.18s | 6.47s |
| Response Time (max) | 357.05s | 25.49s |
| Response Time (total) | 2229.70s | 135.80s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#124 KAT-Coder-Air V2.5
low- Cost
- $0.004
- Time
- 29.9s
- Tokens
- 6,008 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 |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 4.5 | 4.9 | 33.3% | 2 | 320.43s | 7,119 | 219,891 | 561,569 | |
| KAT-Coder-Air V2.5 | 3.5 | 7.3 | 11.1% | 1 | 11.06s | 7,893 | 2,001 | 13,623 |
Quick Compare
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