AI BENCHY Compare
Google: Gemini 3.1 Flash Lite Preview vs Z.ai: GLM 5
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Last updated at: 2026-03-03
| Metric | Google: Gemini 3.1 Flash Lite Preview high Release: 2026-03-03 | Z.ai: GLM 5 medium Release: 2026-02-12 |
|---|---|---|
| Rank | #9 | #13 |
| Avg Score | 7.77 | 7.29 |
| Consistency | 9.99 | 8.18 |
| Cost per result | 17.286 | 1.196 |
| Total Cost | $1.729 | $0.120 |
| Tests Correct | ||
| Attempt pass rate | 71.4% | 83.3% |
| Flaky tests | 0 | 3 |
| Output Tokens | 831 | 15,923 |
| Reasoning Tokens | 1,148,955 | 42,557 |
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 | 10.00 | 10.00 | 100.0% | 0 | 144 | 193,077 | |
| Z.ai: GLM 5 | 10.00 | 10.00 | 100.0% | 0 | 420 | 4,992 |
| 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 | 279 | 6,186 | |
| Z.ai: GLM 5 | 5.00 | 5.62 | 83.3% | 1 | 567 | 3,734 |
| 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 | 18 | 566,202 | |
| Z.ai: GLM 5 | 1.00 | 4.41 | 33.3% | 2 | 14,404 | 24,570 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 8.00 | 9.96 | 50.0% | 0 | 69 | 190,053 | |
| Z.ai: GLM 5 | 9.50 | 9.99 | 100.0% | 0 | 140 | 2,740 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Flash Lite Preview | 7.00 | 10.00 | 66.7% | 0 | 87 | 190,953 | |
| Z.ai: GLM 5 | 10.00 | 10.00 | 100.0% | 0 | 159 | 5,527 |
| 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 | 234 | 2,484 | |
| Z.ai: GLM 5 | 10.00 | 10.00 | 100.0% | 0 | 233 | 994 |
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