AI BENCHY Compare
Google: Gemini 3.1 Flash Lite Preview vs Qwen: Qwen3.5-27B
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Last updated at: 2026-03-03
| Metric | Google: Gemini 3.1 Flash Lite Preview medium Release: 2026-03-03 | Qwen: Qwen3.5-27B none Release: 2026-02-24 |
|---|---|---|
| Rank | #20 | #40 |
| Avg Score | 6.91 | 4.70 |
| Consistency | 10.00 | 9.93 |
| Cost per result | 0.392 | 0.190 |
| Total Cost | $0.032 | $0.010 |
| Tests Correct | ||
| Attempt pass rate | 57.1% | 35.7% |
| Flaky tests | 0 | 0 |
| Output Tokens | 1,308 | 1,600 |
| Reasoning Tokens | 16,986 | 0 |
Score vs Total Cost
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 9.00 | 9.99 | 66.7% | 0 | 564 | 3,780 | |
| Qwen: Qwen3.5-27B | 4.00 | 10.00 | 33.3% | 0 | 264 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 9.88 | 10.00 | 100.0% | 0 | 279 | 2,952 | |
| Qwen: Qwen3.5-27B | 9.88 | 10.00 | 100.0% | 0 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 1.00 | 10.00 | 0.0% | 0 | 18 | 5,325 | |
| Qwen: Qwen3.5-27B | 1.00 | 10.00 | 0.0% | 0 | 15 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 8.00 | 9.99 | 50.0% | 0 | 72 | 2,121 | |
| Qwen: Qwen3.5-27B | 4.00 | 10.00 | 0.0% | 0 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 7.00 | 10.00 | 66.7% | 0 | 141 | 1,896 | |
| Qwen: Qwen3.5-27B | 4.33 | 9.68 | 33.3% | 0 | 706 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 234 | 912 | |
| Qwen: Qwen3.5-27B | 10.00 | 10.00 | 100.0% | 0 | 303 | 0 |
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