#1 Gemini 3.5 Flash
high- Cost
- $0.208
- Time
- 118.2s
- Tokens
- 23,158 tok
AI BENCHY Compare
Google: Gemini 3.5 Flash vs Kwaipilot: KAT-Coder-Air V2.5
Summary
Gemini 3.5 Flash (high) leads on average score with 9.8 vs 6.2. KAT-Coder-Air V2.5 (medium) has the lower benchmark cost at $0.045 vs $1.115. KAT-Coder-Air V2.5 (medium) is faster at 8.28s vs 8.84s, with pass rates of 96.8% vs 47.6%.
Recommended modelGemini 3.5 Flash (high)It has the strongest score in this comparison (9.8) and the best overall balance of cost and response time across all 2 models.
Last updated at: 2026-07-14
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash high | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium |
|---|---|---|
| Score | 9.8 | 6.2 |
| Rank | #1 | #115 |
| Reliability | 10.0 | 9.7 |
| Consistency | 9.6 | 8.8 |
| Tests Correct | ||
| Attempt pass rate | 96.8% | 47.6% |
| Flaky tests | 1 | 3 |
| Total Runs | 63 | 63 |
| Cost per result | 5.575 | 0.562 |
| Total Cost | $1.115 | $0.045 |
| Input Price | $1.500 / 1M | $0.150 / 1M |
| Output Price | $9.000 / 1M | $0.600 / 1M |
| Total Input Tokens | 37,594 | 42,750 |
| Output Tokens | 1,975 | 7,759 |
| Reasoning Tokens | 115,638 | 56,357 |
| Response Time (avg) | 8.84s | 8.28s |
| Response Time (max) | 34.82s | 48.19s |
| Response Time (total) | 185.57s | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 22.96s | 8,118 | 456 | 47,129 | |
| 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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