#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
North Mini Code (medium) leads on average score with 5.8 vs 4.9. North Mini Code (medium) has the lower benchmark cost at $0.000 vs $0.037. KAT-Coder-Air V2.5 is faster at 6.99s vs 106.18s, with pass rates of 50.8% vs 38.1%.
Recommended modelNorth Mini Code (medium)It has the strongest score in this comparison (5.8) and the best overall balance of cost and response time across all 2 models.
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 none |
|---|---|---|
| Score | 5.8 | 4.9 |
| Rank | #131 | #168 |
| Reliability | 8.5 | 10.0 |
| Consistency | 8.5 | 7.1 |
| Tests Correct | ||
| Attempt pass rate | 50.8% | 38.1% |
| Flaky tests | 4 | 7 |
| Total Runs | 55 | 63 |
| Cost per result | 0.000 | 0.724 |
| Total Cost | $0.000 | $0.037 |
| Input Price | $0.000 / 1M | $0.150 / 1M |
| Output Price | $0.000 / 1M | $0.600 / 1M |
| Total Input Tokens | 32,891 | 41,328 |
| Output Tokens | 424,772 | 49,933 |
| Reasoning Tokens | 1,021,489 | 0 |
| Response Time (avg) | 106.18s | 6.99s |
| Response Time (max) | 357.05s | 24.94s |
| Response Time (total) | 2229.70s | 146.78s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#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 |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 4.5 | 4.9 | 33.3% | 2 | 320.43s | 7,119 | 219,891 | 561,569 | |
| KAT-Coder-Air V2.5 | 3.3 | 9.6 | 0.0% | 0 | 14.31s | 6,472 | 16,918 | 0 |
Quick Compare
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