AI BENCHY Compare
Inception: Mercury 2 vs MiniMax: MiniMax M2.5
Compare:
Last updated at: 2026-03-05
| Metric | Inception: Mercury 2 medium Release: 2026-02-24 | MiniMax: MiniMax M2.5 medium Release: 2026-02-12 |
|---|---|---|
| Rank | #35 | #42 |
| Avg Score | 54 | 48 |
| Consistency | 83 | 58 |
| Cost per result | 0.622 | 4.937 |
| Total Cost | $0.044 | $0.247 |
| Tests Correct | ||
| Attempt pass rate | 57.8% | 62.2% |
| Flaky tests | 3 | 8 |
| Output Tokens | 3,571 | 107,019 |
| Reasoning Tokens | 45,379 | 204,504 |
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 | |
| MiniMax: MiniMax M2.5 | 93 | 79 | 88.9% | 1 | 286 | 45,112 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 21 | 66.7% | 1 | 740 | 9,713 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 17 | 66.7% | 2 | 266 | 3,835 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 44 | 22.2% | 2 | 105,047 | 133,487 |
| 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 | |
| MiniMax: MiniMax M2.5 | 80 | 68 | 83.3% | 1 | 252 | 1,873 |
| 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 | |
| MiniMax: MiniMax M2.5 | 40 | 72 | 44.4% | 1 | 159 | 9,547 |
| 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 | |
| MiniMax: MiniMax M2.5 | 100 | 100 | 100.0% | 0 | 269 | 937 |
Quick Compare
Switch Comparison Pair
MiniMax M2.5mediumvsQwen3.5-27BnoneMiniMax M2.5mediumvsQwen3.5-35B-A3BnoneMiniMax M2.5mediumvsQwen3.5-FlashnoneGemini 2.5 FlashnonevsMercury 2mediumMiniMax M2.5mediumvsGPT-5.4noneDeepSeek V3.2nonevsMercury 2mediumMiniMax M2.5mediumvsQwen3.5-122B-A10BnoneMercury 2mediumvsQwen3.5-122B-A10BnoneMercury 2mediumvsGLM 5noneDeepSeek V3.2nonevsMiniMax M2.5mediumGemini 2.5 FlashnonevsMiniMax M2.5mediumTrinity Large Preview (free)noneFree AvailablevsMiniMax M2.5medium