#60 KAT-Coder-Pro V2.5
medium- Cost
- $0.009
- Time
- 25.6s
- Tokens
- 2,939 tok
AI BENCHY Compare
Kwaipilot: KAT-Coder-Pro V2.5 vs xAI: Grok 4.5
Summary
Grok 4.5 (low) leads on average score with 7.8 vs 7.5. KAT-Coder-Pro V2.5 (medium) has the lower benchmark cost at $0.275 vs $0.760. KAT-Coder-Pro V2.5 (medium) is faster at 12.95s vs 15.48s, with pass rates of 65.1% vs 74.6%.
Recommended modelKAT-Coder-Pro V2.5 (medium)Its score stays close to the best score here (7.5 vs 7.8), while costing about 2.8x less than Grok 4.5 (low).
Last updated at: 2026-07-14
| Metric | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium | Grok 4.5 Grok 4.5 low |
|---|---|---|
| Score | 7.5 | 7.8 |
| Rank | #60 | #41 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.7 | 9.7 |
| Tests Correct | ||
| Attempt pass rate | 65.1% | 74.6% |
| Flaky tests | 6 | 1 |
| Total Runs | 63 | 63 |
| Cost per result | 2.498 | 5.061 |
| Total Cost | $0.275 | $0.760 |
| Input Price | $0.740 / 1M | $2.000 / 1M |
| Output Price | $2.960 / 1M | $6.000 / 1M |
| Total Input Tokens | 42,750 | 58,652 |
| Output Tokens | 2,098 | 1,735 |
| Reasoning Tokens | 80,027 | 105,233 |
| Response Time (avg) | 12.95s | 15.48s |
| Response Time (max) | 81.45s | 205.28s |
| Response Time (total) | 271.92s | 324.98s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#41 xAI: Grok 4.5
low- Cost
- $0.011
- Time
- 12.4s
- Tokens
- 2,018 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-Pro V2.5 | 7.8 | 10.0 | 66.7% | 0 | 33.10s | 7,893 | 416 | 33,658 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 13.72s | 9,579 | 303 | 15,641 |
Quick Compare
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