#142 DeepSeek V4 Flash
none- Cost
- $0.004
- Time
- 157.6s
- Tokens
- 11,297 tok
AI BENCHY Compare
DeepSeek: DeepSeek V4 Flash vs Kwaipilot: KAT-Coder-Air V2.5
Summary
KAT-Coder-Air V2.5 (medium) leads on average score with 6.2 vs 5.5. DeepSeek V4 Flash has the lower benchmark cost at $0.007 vs $0.045. KAT-Coder-Air V2.5 (medium) is faster at 8.28s vs 26.75s, with pass rates of 30.2% vs 47.6%.
Recommended modelKAT-Coder-Air V2.5 (medium)It has the best score here (6.2), while responding about 3.2x faster than DeepSeek V4 Flash.
Last updated at: 2026-07-14
| Metric | DeepSeek V4 Flash DeepSeek V4 Flash none | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium |
|---|---|---|
| Score | 5.5 | 6.2 |
| Rank | #142 | #115 |
| Reliability | 10.0 | 9.7 |
| Consistency | 8.9 | 8.8 |
| Tests Correct | ||
| Attempt pass rate | 30.2% | 47.6% |
| Flaky tests | 3 | 3 |
| Total Runs | 63 | 63 |
| Cost per result | 0.203 | 0.562 |
| Total Cost | $0.007 | $0.045 |
| Input Price | $0.090 / 1M | $0.150 / 1M |
| Output Price | $0.180 / 1M | $0.600 / 1M |
| Total Input Tokens | 50,127 | 42,750 |
| Output Tokens | 13,710 | 7,759 |
| Reasoning Tokens | 0 | 56,357 |
| Response Time (avg) | 26.75s | 8.28s |
| Response Time (max) | 111.96s | 48.19s |
| Response Time (total) | 561.82s | 173.80s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#115 KAT-Coder-Air V2.5
medium- Cost
- $0.003
- Time
- 23.7s
- Tokens
- 4,924 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash | 4.2 | 7.4 | 11.1% | 1 | 17.13s | 7,279 | 9,717 | 0 | |
| KAT-Coder-Air V2.5 | 3.6 | 7.0 | 22.2% | 1 | 23.37s | 7,893 | 5,199 | 29,973 |
Quick Compare
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