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Google: Gemini 3.1 Flash Lite Preview vs Qwen: Qwen3.5-122B-A10B
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Last updated at: 2026-03-03
| Metric | Google: Gemini 3.1 Flash Lite Preview low Release: 2026-03-03 | Qwen: Qwen3.5-122B-A10B medium Release: 2026-02-24 |
|---|---|---|
| Rank | #8 | #21 |
| Avg Score | 7.84 | 6.77 |
| Consistency | 10.00 | 8.22 |
| Cost per result | 0.151 | 5.137 |
| Total Cost | $0.016 | $0.463 |
| Tests Correct | ||
| Attempt pass rate | 71.4% | 76.2% |
| Flaky tests | 0 | 3 |
| Output Tokens | 1,317 | 16,751 |
| Reasoning Tokens | 6,126 | 125,394 |
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 | 7.00 | 10.00 | 66.7% | 0 | 456 | 1,224 | |
| Qwen: Qwen3.5-122B-A10B | 10.00 | 10.00 | 100.0% | 0 | 248 | 10,486 |
| 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 | 291 | 696 | |
| Qwen: Qwen3.5-122B-A10B | 9.88 | 10.00 | 100.0% | 0 | 270 | 16,558 |
| 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 | 18 | 1,212 | |
| Qwen: Qwen3.5-122B-A10B | 1.00 | 7.21 | 11.1% | 1 | 15,537 | 64,889 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 8.50 | 10.00 | 50.0% | 0 | 72 | 753 | |
| Qwen: Qwen3.5-122B-A10B | 5.50 | 5.92 | 83.3% | 1 | 77 | 7,372 |
| 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 | 243 | 1,248 | |
| Qwen: Qwen3.5-122B-A10B | 7.00 | 7.21 | 88.9% | 1 | 297 | 24,863 |
| 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 | 237 | 993 | |
| Qwen: Qwen3.5-122B-A10B | 10.00 | 10.00 | 100.0% | 0 | 322 | 1,226 |
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