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Inception: Mercury 2 vs MiniMax: MiniMax M2.5
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Last updated at: 2026-03-05
| Metric | Inception: Mercury 2 none Release: 2026-02-24 | MiniMax: MiniMax M2.5 medium Release: 2026-02-12 |
|---|---|---|
| Rank | #50 | #42 |
| Avg Score | 34 | 48 |
| Consistency | 89 | 58 |
| Cost per result | 0.147 | 4.937 |
| Total Cost | $0.006 | $0.247 |
| Response Time (avg) | 594ms | 47.58s |
| Response Time (max) | 1.27s | 237.27s |
| Response Time (total) | 8.91s | 380.62s |
| Tests Correct | ||
| Attempt pass rate | 33.3% | 62.2% |
| Flaky tests | 2 | 8 |
| Output Tokens | 1,144 | 107,019 |
| Reasoning Tokens | 0 | 204,504 |
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 | |
| MiniMax: MiniMax M2.5 | 93 | 79 | 88.9% | 1 | 32.42s | 286 | 45,112 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 21 | 66.7% | 1 | 60.39s | 740 | 9,713 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 17 | 66.7% | 2 | 7.48s | 266 | 3,835 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 44 | 22.2% | 2 | 237.27s | 105,047 | 133,487 |
| 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 | |
| MiniMax: MiniMax M2.5 | 80 | 68 | 83.3% | 1 | 4.64s | 252 | 1,873 |
| 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 | |
| MiniMax: MiniMax M2.5 | 40 | 72 | 44.4% | 1 | 11.54s | 159 | 9,547 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 100 | 100.0% | 0 | 15.35s | 269 | 937 |
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