#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
DeepSeek V4 Flash leads on average score with 5.5 vs 4.9. DeepSeek V4 Flash has the lower benchmark cost at $0.007 vs $0.037. KAT-Coder-Air V2.5 is faster at 6.99s vs 26.75s, with pass rates of 30.2% vs 38.1%.
Recommended modelDeepSeek V4 FlashIt has the best score here (5.5), while costing about 5.2x less than KAT-Coder-Air V2.5.
Last updated at: 2026-07-14
| Metric | DeepSeek V4 Flash DeepSeek V4 Flash none | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none |
|---|---|---|
| Score | 5.5 | 4.9 |
| Rank | #142 | #168 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.9 | 7.1 |
| Tests Correct | ||
| Attempt pass rate | 30.2% | 38.1% |
| Flaky tests | 3 | 7 |
| Total Runs | 63 | 63 |
| Cost per result | 0.203 | 0.724 |
| Total Cost | $0.007 | $0.037 |
| Input Price | $0.090 / 1M | $0.150 / 1M |
| Output Price | $0.180 / 1M | $0.600 / 1M |
| Total Input Tokens | 50,127 | 41,328 |
| Output Tokens | 13,710 | 49,933 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 26.75s | 6.99s |
| Response Time (max) | 111.96s | 24.94s |
| Response Time (total) | 561.82s | 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash | 4.2 | 7.4 | 11.1% | 1 | 17.13s | 7,279 | 9,717 | 0 | |
| KAT-Coder-Air V2.5 | 3.3 | 9.6 | 0.0% | 0 | 14.31s | 6,472 | 16,918 | 0 |
Quick Compare
Switch Comparison Pair
CobuddymediumvsKAT-Coder-Air V2.5noneKAT-Coder-Air V2.5nonevsMiniMax M2.5mediumKAT-Coder-Air V2.5nonevsMistral Small 4mediumKAT-Coder-Air V2.5nonevsQwen3 Coder NextmediumKAT-Coder-Air V2.5nonevsMiniMax M2.7mediumNorth Mini CodemediumFree AvailablevsDeepSeek V4 FlashnoneDeepSeek V4 FlashnonevsMiniMax M2.7mediumDeepSeek V4 FlashnonevsKAT-Coder-Air V2.5lowDeepSeek V4 FlashnonevsMistral Small 4mediumDeepSeek V4 FlashnonevsGemini 3.1 Flash LiteminimalDeepSeek V4 FlashnonevsKAT-Coder-Air V2.5mediumKAT-Coder-Air V2.5nonevsGLM 4.7 Flashmedium