AI BENCHY Compare
Inception: Mercury 2 vs Qwen: Qwen3.5-122B-A10B
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Last updated at: 2026-03-05
| Metric | Inception: Mercury 2 medium Release: 2026-02-24 | Qwen: Qwen3.5-122B-A10B none Release: 2026-02-24 |
|---|---|---|
| Rank | #35 | #39 |
| Avg Score | 54 | 51 |
| Consistency | 83 | 96 |
| Cost per result | 0.622 | 0.328 |
| Total Cost | $0.044 | $0.020 |
| Tests Correct | ||
| Attempt pass rate | 57.8% | 42.2% |
| Flaky tests | 3 | 1 |
| Output Tokens | 3,571 | 2,613 |
| Reasoning Tokens | 45,379 | 0 |
Score vs Total Cost
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 73 | 98 | 66.7% | 0 | 2,531 | 2,410 | |
| Qwen: Qwen3.5-122B-A10B | 40 | 100 | 33.3% | 0 | 309 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 100.0% | 0 | 268 | 4,887 | |
| Qwen: Qwen3.5-122B-A10B | 100 | 100 | 0.0% | 0 | 1,137 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 55 | 59 | 83.3% | 1 | 183 | 1,656 | |
| Qwen: Qwen3.5-122B-A10B | 99 | 100 | 100.0% | 0 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 72 | 11.1% | 1 | 41 | 30,754 | |
| Qwen: Qwen3.5-122B-A10B | 40 | 100 | 33.3% | 0 | 15 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 100.0% | 0 | 14 | 958 | |
| Qwen: Qwen3.5-122B-A10B | 45 | 68 | 16.7% | 1 | 70 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 17 | 75 | 22.2% | 1 | 354 | 2,758 | |
| Qwen: Qwen3.5-122B-A10B | 40 | 100 | 33.3% | 0 | 575 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 100.0% | 0 | 180 | 1,956 | |
| Qwen: Qwen3.5-122B-A10B | 100 | 100 | 100.0% | 0 | 264 | 0 |
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