AI BENCHY Compare
Inception: Mercury 2 vs MoonshotAI: Kimi K2.5
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Last updated at: 2026-03-05
| Metric | Inception: Mercury 2 none Release: 2026-02-24 | MoonshotAI: Kimi K2.5 none Release: 2026-01-27 |
|---|---|---|
| Rank | #50 | #48 |
| Avg Score | 34 | 37 |
| Consistency | 89 | 85 |
| Cost per result | 0.147 | 0.359 |
| Total Cost | $0.006 | $0.015 |
| Tests Correct | ||
| Attempt pass rate | 33.3% | 35.6% |
| Flaky tests | 2 | 3 |
| Output Tokens | 1,144 | 1,924 |
| Reasoning Tokens | 0 | 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 | 100 | 100 | 0.0% | 0 | 274 | 0 | |
| MoonshotAI: Kimi K2.5 | 27 | 79 | 11.1% | 1 | 363 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 0.0% | 0 | 131 | 0 | |
| MoonshotAI: Kimi K2.5 | 100 | 21 | 33.3% | 1 | 748 | 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 | 180 | 0 | |
| MoonshotAI: Kimi K2.5 | 54 | 58 | 83.3% | 1 | 187 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 40 | 72 | 44.4% | 1 | 46 | 0 | |
| MoonshotAI: Kimi K2.5 | 40 | 100 | 33.3% | 0 | 29 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 55 | 100 | 50.0% | 0 | 82 | 0 | |
| MoonshotAI: Kimi K2.5 | 55 | 100 | 50.0% | 0 | 60 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 0.0% | 0 | 234 | 0 | |
| MoonshotAI: Kimi K2.5 | 100 | 100 | 0.0% | 0 | 317 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Inception: Mercury 2 | 100 | 100 | 100.0% | 0 | 197 | 0 | |
| MoonshotAI: Kimi K2.5 | 100 | 100 | 100.0% | 0 | 220 | 0 |
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