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Inception: Mercury 2 vs Qwen: Qwen3.5-35B-A3B
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Last updated at: 2026-03-05
| Metric | Inception: Mercury 2 none Release: 2026-02-24 | Qwen: Qwen3.5-35B-A3B medium Release: 2026-02-24 |
|---|---|---|
| Rank | #50 | #33 |
| Avg Score | 34 | 58 |
| Consistency | 89 | 67 |
| Cost per result | 0.147 | 4.189 |
| Total Cost | $0.006 | $0.336 |
| Response Time (avg) | 594ms | 44.84s |
| Response Time (max) | 1.27s | 106.00s |
| Response Time (total) | 8.91s | 672.55s |
| Tests Correct | ||
| Attempt pass rate | 33.3% | 80.0% |
| Flaky tests | 2 | 6 |
| Output Tokens | 1,144 | 5,475 |
| Reasoning Tokens | 0 | 165,513 |
Response Time (avg)
Score vs Total Cost
Avg Score vs Response Time (avg)
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 0.0% | 0 | 466ms | 274 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 100 | 100 | 100.0% | 0 | 21.75s | 429 | 36,235 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 0.0% | 0 | 606ms | 131 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 100 | 16 | 66.7% | 1 | 75.34s | 775 | 12,485 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 55 | 59 | 83.3% | 1 | 667ms | 180 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 55 | 59 | 83.3% | 1 | 59.33s | 235 | 19,493 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 40 | 72 | 44.4% | 1 | 534ms | 46 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 100 | 44 | 44.5% | 2 | 88.34s | 41 | 46,368 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 55 | 100 | 50.0% | 0 | 551ms | 82 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 100 | 100 | 100.0% | 0 | 24.45s | 97 | 17,361 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 0.0% | 0 | 533ms | 234 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 40 | 44 | 77.8% | 2 | 31.58s | 3,589 | 32,206 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 100.0% | 0 | 1.27s | 197 | 0 | |
| Qwen: Qwen3.5-35B-A3B | 100 | 100 | 100.0% | 0 | 4.65s | 309 | 1,365 |
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