- Rank
- #144
- Total Output Tokens
- 184,172
- Response Time (avg)
- 29.94s
- Total Cost
- $1.102
GPT-5.4 Mini (medium) vs GLM 5.3 FlashX Legal (max)
The average score is effectively tied at 7.9 vs 7.9. GLM 5.3 FlashX Legal (max) has the lower benchmark cost at $0.819 vs $1.102. GPT-5.4 Mini (medium) is faster at 29.94s vs 65.28s, with pass rates of 69.6% vs 71.0%.
Compared models
- Rank
- #147
- Total Output Tokens
- 571,211
- Response Time (avg)
- 65.28s
- Total Cost
- $0.819
Recommended model
GPT-5.4 Mini (medium)
It has the best score here (7.9), while responding about 2.2x faster than GLM 5.3 FlashX Legal (max).
Detailed comparison
| Metric | GPT-5.4 Mini GPT-5.4 Mini medium | GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal max |
|---|---|---|
| Score | 7.9 | 7.9 |
| Rank | #144 | #147 |
| Reliability | 10.0 | 9.7 |
| Consistency | 8.2 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 69.6% | 71.0% |
| Flaky tests | 5 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 7.754 | 5.846 |
| Total Cost | $1.102 | $0.819 |
| Input Price | $0.750 / 1M | $0.370 / 1M |
| Output Price | $4.500 / 1M | $1.250 / 1M |
| Cache Read Price | $0.075 / 1M | $0.075 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 238,925 | 282,144 |
| Output Tokens | 7,109 | 6,078 |
| Reasoning Tokens | 177,063 | 565,133 |
| Response Time (avg) | 29.94s | 65.28s |
| Response Time (max) | 138.75s | 516.19s |
| Response Time (total) | 688.57s | 1501.49s |
| Parameters | ~400B total (~17B active) | ~320B total (~18B active) |
| Availability | Closed | Closed |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#144 GPT-5.4 Mini
medium- Cost
- $0.056
- Time
- 95.5s
- Tokens
- 12,464 tok
#147 GLM 5.3 FlashX Legal
max
OpenRouter returned no showcase content (finish_reason: length).
- Cost
- $0.082
- Time
- 408.0s
- Tokens
- 65,656 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 10.0 | 10.0 | 100.0% | 0 | 100.66s | 141,761 | 898 | 24,930 | |
| GLM 5.3 FlashX Legal | 6.1 | 3.1 | 66.7% | 1 | 93.32s | 168,647 | 1,383 | 19,414 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 8.6 | 7.9 | 91.7% | 1 | 4.05s | 606 | 296 | 2,876 | |
| GLM 5.3 FlashX Legal | 8.2 | 7.9 | 83.3% | 1 | 1.62s | 639 | 155 | 1,365 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 8.4 | 7.4 | 88.9% | 1 | 57.87s | 7,305 | 467 | 40,902 | |
| GLM 5.3 FlashX Legal | 10.0 | 10.0 | 100.0% | 0 | 47.87s | 7,317 | 385 | 62,514 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 6.9 | 5.9 | 66.7% | 1 | 59.64s | 74,058 | 4,347 | 40,924 | |
| GLM 5.3 FlashX Legal | 7.3 | 5.8 | 83.3% | 1 | 55.52s | 87,875 | 2,726 | 46,237 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 10.0 | 10.0 | 100.0% | 0 | 2.43s | 7,140 | 234 | 650 | |
| GLM 5.3 FlashX Legal | 10.0 | 10.0 | 100.0% | 0 | 4.09s | 7,149 | 247 | 3,168 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 3.6 | 7.2 | 22.2% | 1 | 71.05s | 628 | 60 | 49,875 | |
| GLM 5.3 FlashX Legal | 3.0 | 10.0 | 0.0% | 0 | 350.03s | 759 | 366 | 408,079 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 4.5 | 10.0 | 0.0% | 0 | 3.72s | 477 | 150 | 510 | |
| GLM 5.3 FlashX Legal | 4.7 | 3.1 | 33.3% | 1 | 3.28s | 498 | 165 | 965 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 9.8 | 10.0 | 100.0% | 0 | 2.13s | 660 | 96 | 1,185 | |
| GLM 5.3 FlashX Legal | 9.9 | 10.0 | 100.0% | 0 | 2.94s | 678 | 72 | 954 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 7.8 | 10.0 | 66.7% | 0 | 4.37s | 642 | 278 | 2,443 | |
| GLM 5.3 FlashX Legal | 8.2 | 7.7 | 77.8% | 1 | 4.83s | 672 | 328 | 3,897 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 4.7 | 1.6 | 66.7% | 1 | 9.62s | 5,453 | 251 | 2,594 | |
| GLM 5.3 FlashX Legal | 10.0 | 10.0 | 100.0% | 0 | 6.17s | 7,703 | 231 | 601 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 Mini | 3.0 | 10.0 | 0.0% | 0 | 30.10s | 195 | 32 | 10,174 | |
| GLM 5.3 FlashX Legal | 3.0 | 10.0 | 0.0% | 0 | 59.00s | 207 | 20 | 17,939 |
Quick Compare
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