- Rank
- #67
- Total Output Tokens
- 40,577
- Response Time (avg)
- 5.30s
- Total Cost
- $0.047
Muse Ember (minimal) vs GLM 5.3 FlashX Legal (max)
Muse Ember (minimal) leads on average score with 8.9 vs 7.9. Muse Ember (minimal) has the lower benchmark cost at $0.047 vs $0.819. Muse Ember (minimal) is faster at 5.30s vs 65.28s, with pass rates of 76.8% vs 71.0%.
Compared models
- Rank
- #147
- Total Output Tokens
- 571,211
- Response Time (avg)
- 65.28s
- Total Cost
- $0.819
Recommended model
Muse Ember (minimal)
It has the best score here (8.9), while costing about 17.5x less than GLM 5.3 FlashX Legal (max).
Detailed comparison
| Metric | Muse Ember Muse Ember minimal | GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal max |
|---|---|---|
| Score | 8.9 | 7.9 |
| Rank | #67 | #147 |
| Reliability | 9.7 | 9.7 |
| Consistency | 9.6 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 76.8% | 71.0% |
| Flaky tests | 1 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.276 | 5.846 |
| Total Cost | $0.047 | $0.819 |
| Input Price | $0.100 / 1M | $0.370 / 1M |
| Output Price | $0.500 / 1M | $1.250 / 1M |
| Cache Read Price | $0.004 / 1M | $0.075 / 1M |
| Cache Write Price | $0.125 / 1M | N/A |
| Total Input Tokens | 265,844 | 282,144 |
| Output Tokens | 10,584 | 6,078 |
| Reasoning Tokens | 29,993 | 565,133 |
| Response Time (avg) | 5.30s | 65.28s |
| Response Time (max) | 48.15s | 516.19s |
| Response Time (total) | 121.82s | 1501.49s |
| Parameters | ~150B total (~10B 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.
#67 Muse Ember
minimal- Cost
- $0.002
- Time
- 4.5s
- Tokens
- 2,690 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 10.0 | 10.0 | 100.0% | 0 | 48.15s | 147,537 | 2,489 | 1,109 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 10.0 | 10.0 | 100.0% | 0 | 2.03s | 798 | 330 | 1,076 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 10.0 | 10.0 | 100.0% | 0 | 2.66s | 7,410 | 577 | 6,099 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 7.3 | 5.8 | 83.3% | 1 | 9.58s | 89,458 | 5,369 | 4,624 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 10.0 | 10.0 | 100.0% | 0 | 1.57s | 7,215 | 234 | 570 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 5.3 | 10.0 | 33.3% | 0 | 3.96s | 873 | 344 | 7,621 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 10.0 | 10.0 | 100.0% | 0 | 1.65s | 522 | 109 | 567 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 9.8 | 10.0 | 100.0% | 0 | 2.10s | 759 | 111 | 824 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 5.3 | 10.0 | 33.3% | 0 | 3.33s | 786 | 412 | 5,631 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 10.0 | 10.0 | 100.0% | 0 | 4.67s | 10,258 | 539 | 175 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Ember | 3.0 | 10.0 | 0.0% | 0 | 2.88s | 228 | 70 | 1,697 | |
| GLM 5.3 FlashX Legal | 3.0 | 10.0 | 0.0% | 0 | 59.00s | 207 | 20 | 17,939 |
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