#2 Gemini 3 Flash Preview
medium- Cost
- $0.010
- Time
- 17.9s
- Tokens
- 3,236 tok
AI BENCHY Compare
Google: Gemini 3 Flash Preview vs Kwaipilot: KAT-Coder-Pro V2.5
Summary
Gemini 3 Flash Preview (medium) leads on average score with 9.6 vs 6.8. KAT-Coder-Pro V2.5 has the lower benchmark cost at $0.220 vs $0.667. KAT-Coder-Pro V2.5 is faster at 10.81s vs 18.64s, with pass rates of 98.4% vs 71.4%.
Recommended modelGemini 3 Flash Preview (medium)It has the strongest score in this comparison (9.6) and the best overall balance of cost and response time across all 2 models.
Last updated at: 2026-07-14
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview medium | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none |
|---|---|---|
| Score | 9.6 | 6.8 |
| Rank | #2 | #89 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 7.3 |
| Tests Correct | ||
| Attempt pass rate | 98.4% | 71.4% |
| Flaky tests | 1 | 7 |
| Total Runs | 63 | 63 |
| Cost per result | 3.335 | 1.992 |
| Total Cost | $0.667 | $0.220 |
| Input Price | $0.500 / 1M | $0.740 / 1M |
| Output Price | $3.000 / 1M | $2.960 / 1M |
| Total Input Tokens | 37,017 | 42,749 |
| Output Tokens | 2,006 | 63,338 |
| Reasoning Tokens | 214,153 | 0 |
| Response Time (avg) | 18.64s | 10.81s |
| Response Time (max) | 117.26s | 53.57s |
| Response Time (total) | 391.35s | 227.02s |
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#89 KAT-Coder-Pro V2.5
none- Cost
- $0.010
- Time
- 29.0s
- Tokens
- 3,439 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 Flash Preview | 8.6 | 7.6 | 88.9% | 1 | 84.40s | 8,122 | 462 | 161,084 | |
| KAT-Coder-Pro V2.5 | 6.1 | 4.7 | 66.7% | 2 | 22.52s | 7,893 | 22,440 | 0 |
Quick Compare
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