#118 Gemini 3.1 Flash Lite
none- Cost
- $0.001
- Time
- 4.5s
- Tokens
- 727 tok
AI BENCHY Compare
Google: Gemini 3.1 Flash Lite vs Kwaipilot: KAT-Coder-Air V2.5
Summary
Gemini 3.1 Flash Lite leads on average score with 6.1 vs 6.0. Gemini 3.1 Flash Lite has the lower benchmark cost at $0.013 vs $0.030. Gemini 3.1 Flash Lite is faster at 1.06s vs 6.47s, with pass rates of 52.4% vs 46.0%.
Recommended modelGemini 3.1 Flash LiteIt has the best score here (6.1), while costing about 2.3x less than KAT-Coder-Air V2.5 (low).
Last updated at: 2026-07-14
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite none | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low |
|---|---|---|
| Score | 6.1 | 6.0 |
| Rank | #118 | #124 |
| Reliability | 10.0 | 9.7 |
| Consistency | 8.6 | 7.6 |
| Tests Correct | ||
| Attempt pass rate | 52.4% | 46.0% |
| Flaky tests | 4 | 6 |
| Total Runs | 63 | 63 |
| Cost per result | 0.144 | 0.427 |
| Total Cost | $0.013 | $0.030 |
| Input Price | $0.250 / 1M | $0.150 / 1M |
| Output Price | $1.500 / 1M | $0.600 / 1M |
| Total Input Tokens | 36,710 | 42,464 |
| Output Tokens | 2,484 | 4,227 |
| Reasoning Tokens | 0 | 34,864 |
| Response Time (avg) | 1.06s | 6.47s |
| Response Time (max) | 2.97s | 25.49s |
| Response Time (total) | 22.35s | 135.80s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#124 KAT-Coder-Air V2.5
low- Cost
- $0.004
- Time
- 29.9s
- Tokens
- 6,008 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 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 938ms | 8,128 | 666 | 0 | |
| KAT-Coder-Air V2.5 | 3.5 | 7.3 | 11.1% | 1 | 11.06s | 7,893 | 2,001 | 13,623 |
Quick Compare
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