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OpenAI: GPT-5 Mini vs Z.ai: GLM 4.7 Flash
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Last updated at: 2026-03-05
| Metric | OpenAI: GPT-5 Mini medium Release: 2025-08-07 | Z.ai: GLM 4.7 Flash none Release: 2026-01-19 |
|---|---|---|
| Rank | #31 | #47 |
| Avg Score | 61 | 39 |
| Consistency | 89 | 83 |
| Cost per result | 1.401 | 0.064 |
| Total Cost | $0.113 | $0.003 |
| Response Time (avg) | 25.92s | 3.16s |
| Response Time (max) | 88.15s | 7.05s |
| Response Time (total) | 388.79s | 25.31s |
| Tests Correct | ||
| Attempt pass rate | 62.2% | 37.8% |
| Flaky tests | 2 | 3 |
| Output Tokens | 5,477 | 1,721 |
| Reasoning Tokens | 46,912 | 0 |
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 |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 70 | 96 | 66.7% | 0 | 16.45s | 1,645 | 5,824 | |
| Z.ai: GLM 4.7 Flash | 100 | 72 | 22.2% | 1 | 6.59s | 430 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 100 | 100 | 100.0% | 0 | 88.15s | 754 | 11,520 | |
| Z.ai: GLM 4.7 Flash | 100 | 100 | 0.0% | 0 | 3.22s | 704 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 99 | 100 | 100.0% | 0 | 12.58s | 453 | 3,200 | |
| Z.ai: GLM 4.7 Flash | 54 | 58 | 83.3% | 1 | 4.82s | 196 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 100 | 72 | 22.2% | 1 | 44.63s | 293 | 14,016 | |
| Z.ai: GLM 4.7 Flash | 70 | 100 | 66.7% | 0 | 744ms | 19 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 75 | 66 | 83.3% | 1 | 15.66s | 318 | 4,992 | |
| Z.ai: GLM 4.7 Flash | 55 | 100 | 50.0% | 0 | 888ms | 62 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 43 | 98 | 33.3% | 0 | 14.09s | 1,527 | 5,760 | |
| Z.ai: GLM 4.7 Flash | 37 | 100 | 0.0% | 0 | 1.00s | 98 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini | 100 | 100 | 100.0% | 0 | 18.64s | 487 | 1,600 | |
| Z.ai: GLM 4.7 Flash | 100 | 16 | 33.3% | 1 | 7.05s | 212 | 0 |
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