- Rank
- #137
- Total Output Tokens
- 110,910
- Response Time (avg)
- 15.95s
- Total Cost
- $0.235
GPT-5.4 Nano (medium) vs GLM 5.3 FlashX Legal (max)
GPT-5.4 Nano (medium) leads on average score with 8.0 vs 7.9. GPT-5.4 Nano (medium) has the lower benchmark cost at $0.235 vs $0.819. GPT-5.4 Nano (medium) is faster at 15.95s vs 65.28s, with pass rates of 66.7% 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 Nano (medium)
It has the best score here (8.0), while costing about 3.5x less than GLM 5.3 FlashX Legal (max).
Detailed comparison
| Metric | GPT-5.4 Nano GPT-5.4 Nano medium | GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal max |
|---|---|---|
| Score | 8.0 | 7.9 |
| Rank | #137 | #147 |
| Reliability | 10.0 | 9.7 |
| Consistency | 8.6 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 66.7% | 71.0% |
| Flaky tests | 4 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 1.432 | 5.846 |
| Total Cost | $0.235 | $0.819 |
| Input Price | $0.200 / 1M | $0.370 / 1M |
| Output Price | $1.250 / 1M | $1.250 / 1M |
| Cache Read Price | $0.020 / 1M | $0.075 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 237,088 | 282,144 |
| Output Tokens | 8,235 | 6,078 |
| Reasoning Tokens | 102,675 | 565,133 |
| Response Time (avg) | 15.95s | 65.28s |
| Response Time (max) | 94.06s | 516.19s |
| Response Time (total) | 366.93s | 1501.49s |
| Parameters | ~120B total (~5B 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.
#137 GPT-5.4 Nano
medium- Cost
- $0.007
- Time
- 24.6s
- Tokens
- 4,943 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 Nano | 10.0 | 10.0 | 100.0% | 0 | 73.96s | 154,260 | 1,135 | 9,894 | |
| 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 Nano | 8.3 | 10.0 | 75.0% | 0 | 4.52s | 606 | 683 | 2,254 | |
| 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 Nano | 6.1 | 4.7 | 66.7% | 2 | 19.12s | 7,305 | 516 | 20,778 | |
| 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 Nano | 9.9 | 10.0 | 100.0% | 0 | 32.24s | 59,730 | 4,435 | 19,221 | |
| 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 Nano | 10.0 | 10.0 | 100.0% | 0 | 2.54s | 7,140 | 234 | 516 | |
| 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 Nano | 5.9 | 7.2 | 55.6% | 1 | 38.72s | 628 | 60 | 46,084 | |
| 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 Nano | 4.5 | 10.0 | 0.0% | 0 | 4.15s | 477 | 179 | 443 | |
| 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 Nano | 9.8 | 10.0 | 100.0% | 0 | 1.88s | 660 | 95 | 521 | |
| 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 Nano | 4.1 | 7.2 | 22.2% | 1 | 3.79s | 642 | 594 | 1,408 | |
| 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 Nano | 10.0 | 10.0 | 100.0% | 0 | 7.71s | 5,445 | 234 | 382 | |
| 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 Nano | 3.0 | 10.0 | 0.0% | 0 | 4.81s | 195 | 70 | 1,174 | |
| GLM 5.3 FlashX Legal | 3.0 | 10.0 | 0.0% | 0 | 59.00s | 207 | 20 | 17,939 |
Quick Compare
Switch Comparison Pair
Gemini 3.5 FlashmediumvsGLM 5.3 FlashX LegalmaxQwen3.8 2.4T A95BhighvsGLM 5.3 FlashX LegalmaxGPT-5.4 NanomediumvsQwen3.8 Flash NextlowMiMo-V2.6-FlashmediumvsGLM 5.3 FlashX LegalmaxLing 3.1 FlashhighvsGLM 5.3 FlashX LegalmaxDeepSeek V4.1 Flash 1017highvsGLM 5.3 FlashX LegalmaxQwen3.7 MaxnonevsGLM 5.3 FlashX LegalmaxGrok 4.5mediumvsGLM 5.3 FlashX LegalmaxGPT-5.4 NanomediumvsGLM 5.3 FlashXmaxGPT-5.4 MinimediumvsGLM 5.3 FlashX LegalmaxClaude Fable 5.1highvsGPT-5.4 NanomediumClaude Fable 5.1highvsGLM 5.3 FlashX Legalmax