#114 Gemini 2.5 Flash
none
Invalid SVG
- Cost
- $0.164
- Time
- 215.5s
- Tokens
- 65,659 tok
AI BENCHY Compare
Google: Gemini 2.5 Flash vs Kwaipilot: KAT-Coder-Air V2.5
Summary
KAT-Coder-Air V2.5 (high) leads on average score with 6.2 vs 6.2. Gemini 2.5 Flash has the lower benchmark cost at $0.016 vs $0.064. Gemini 2.5 Flash is faster at 875ms vs 11.02s, with pass rates of 46.0% vs 46.0%.
Recommended modelGemini 2.5 FlashIts score stays close to the best score here (6.2 vs 6.2), while costing about 4.2x less than KAT-Coder-Air V2.5 (high).
Last updated at: 2026-07-14
| Metric | Gemini 2.5 Flash Gemini 2.5 Flash none | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high |
|---|---|---|
| Score | 6.2 | 6.2 |
| Rank | #114 | #110 |
| Reliability | 10.0 | 9.7 |
| Consistency | 9.6 | 7.6 |
| Tests Correct | ||
| Attempt pass rate | 46.0% | 46.0% |
| Flaky tests | 1 | 6 |
| Total Runs | 63 | 63 |
| Cost per result | 0.169 | 0.910 |
| Total Cost | $0.016 | $0.064 |
| Input Price | $0.300 / 1M | $0.150 / 1M |
| Output Price | $2.500 / 1M | $0.600 / 1M |
| Total Input Tokens | 35,926 | 41,748 |
| Output Tokens | 1,770 | 3,894 |
| Reasoning Tokens | 0 | 91,773 |
| Response Time (avg) | 875ms | 11.02s |
| Response Time (max) | 4.39s | 104.98s |
| Response Time (total) | 18.37s | 231.37s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#110 KAT-Coder-Air V2.5
high
Invalid SVG
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 5.5 | 10.0 | 33.3% | 0 | 736ms | 8,122 | 483 | 0 | |
| KAT-Coder-Air V2.5 | 4.3 | 7.3 | 11.1% | 1 | 39.07s | 6,948 | 1,166 | 55,883 |
Quick Compare
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