AI BENCHY Compare
Google: Gemini 3.1 Flash Lite Preview vs MiniMax: MiniMax M2.5
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Last updated at: 2026-03-04
| Metric | Google: Gemini 3.1 Flash Lite Preview none Release: 2026-03-03 | MiniMax: MiniMax M2.5 medium Release: 2026-02-12 |
|---|---|---|
| Rank | #13 | #33 |
| Avg Score | 7.25 | 5.87 |
| Consistency | 9.57 | 6.38 |
| Cost per result | 0.134 | 3.511 |
| Total Cost | $0.013 | $0.246 |
| Tests Correct | ||
| Attempt pass rate | 64.4% | 66.7% |
| Flaky tests | 1 | 7 |
| Output Tokens | 4,674 | 121,433 |
| Reasoning Tokens | 0 | 205,339 |
Score vs Total Cost
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 6.00 | 7.85 | 55.6% | 1 | 1,086 | 0 | |
| MiniMax: MiniMax M2.5 | 9.33 | 7.89 | 88.9% | 1 | 286 | 45,112 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 1.00 | 10.00 | 0.0% | 0 | 367 | 0 | |
| MiniMax: MiniMax M2.5 | 9.00 | 10.00 | 100.0% | 0 | 136 | 1,826 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 9.88 | 10.00 | 100.0% | 0 | 399 | 0 | |
| MiniMax: MiniMax M2.5 | 5.50 | 5.81 | 83.3% | 1 | 369 | 4,952 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 4.00 | 10.00 | 33.3% | 0 | 568 | 0 | |
| MiniMax: MiniMax M2.5 | 1.00 | 4.41 | 22.2% | 2 | 111,023 | 139,533 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 9.00 | 10.00 | 50.0% | 0 | 574 | 0 | |
| MiniMax: MiniMax M2.5 | 7.00 | 6.41 | 66.7% | 1 | 1,121 | 2,521 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 898 | 0 | |
| MiniMax: MiniMax M2.5 | 4.33 | 4.79 | 55.6% | 2 | 8,229 | 10,458 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 10.00 | 10.00 | 100.0% | 0 | 782 | 0 | |
| MiniMax: MiniMax M2.5 | 10.00 | 10.00 | 100.0% | 0 | 269 | 937 |
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