AI BENCHY Compare
Google: Gemini 3.1 Flash Lite Preview vs Qwen: Qwen3.5 Plus 2026-02-15
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Last updated at: 2026-03-03
| Metric | Google: Gemini 3.1 Flash Lite Preview none Release: 2026-03-03 | Qwen: Qwen3.5 Plus 2026-02-15 medium Release: 2026-02-15 |
|---|---|---|
| Rank | #10 | #4 |
| Avg Score | 7.70 | 8.64 |
| Consistency | 9.54 | 10.00 |
| Cost per result | 0.116 | 1.955 |
| Total Cost | $0.011 | $0.235 |
| Tests Correct | ||
| Attempt pass rate | 69.1% | 85.7% |
| Flaky tests | 1 | 0 |
| Output Tokens | 4,307 | 1,258 |
| Reasoning Tokens | 0 | 93,374 |
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 | 6.00 | 7.85 | 55.6% | 1 | 1,086 | 0 | |
| Qwen: Qwen3.5 Plus 2026-02-15 | 10.00 | 10.00 | 100.0% | 0 | 186 | 5,926 |
| 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 | 399 | 0 | |
| Qwen: Qwen3.5 Plus 2026-02-15 | 10.00 | 10.00 | 100.0% | 0 | 283 | 14,892 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 4.00 | 10.00 | 33.3% | 0 | 568 | 0 | |
| Qwen: Qwen3.5 Plus 2026-02-15 | 4.00 | 10.00 | 33.3% | 0 | 56 | 39,882 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 9.00 | 10.00 | 50.0% | 0 | 574 | 0 | |
| Qwen: Qwen3.5 Plus 2026-02-15 | 9.50 | 9.99 | 100.0% | 0 | 102 | 9,257 |
| Puzzle Solving | 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 | 898 | 0 | |
| Qwen: Qwen3.5 Plus 2026-02-15 | 10.00 | 10.00 | 100.0% | 0 | 322 | 22,508 |
| 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 | 782 | 0 | |
| Qwen: Qwen3.5 Plus 2026-02-15 | 10.00 | 10.00 | 100.0% | 0 | 309 | 909 |
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