- Rank
- #153
- Total Output Tokens
- 911,334
- Response Time (avg)
- 58.56s
- Total Cost
- $0.589
DeepSeek V4.1 Flash 1017 (high) vs GLM 5.3 FlashX Legal (max)
The average score is effectively tied at 7.8 vs 7.9. DeepSeek V4.1 Flash 1017 (high) has the lower benchmark cost at $0.589 vs $0.819. DeepSeek V4.1 Flash 1017 (high) is faster at 58.56s vs 65.28s, with pass rates of 71.0% vs 71.0%.
Compared models
- Rank
- #147
- Total Output Tokens
- 571,211
- Response Time (avg)
- 65.28s
- Total Cost
- $0.819
Recommended model
DeepSeek V4.1 Flash 1017 (high)
It has the strongest score in this comparison (7.8) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 high | GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal max |
|---|---|---|
| Score | 7.8 | 7.9 |
| Rank | #153 | #147 |
| Reliability | 10.0 | 9.7 |
| Consistency | 7.8 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 71.0% |
| Flaky tests | 6 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 4.530 | 5.846 |
| Total Cost | $0.589 | $0.819 |
| Input Price | $0.150 / 1M | $0.370 / 1M |
| Output Price | $0.600 / 1M | $1.250 / 1M |
| Cache Read Price | $0.003 / 1M | $0.075 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 279,873 | 282,144 |
| Output Tokens | 7,049 | 6,078 |
| Reasoning Tokens | 904,285 | 565,133 |
| Response Time (avg) | 58.56s | 65.28s |
| Response Time (max) | 440.77s | 516.19s |
| Response Time (total) | 1346.87s | 1501.49s |
| Parameters | ~748B total (~16B active) | ~320B total (~18B active) |
| Availability | Open source | 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.
#153 DeepSeek V4.1 Flash 1017
high- Cost
- $0.004
- Time
- 27.2s
- Tokens
- 7,593 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 43.53s | 144,680 | 1,907 | 4,293 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 8.3 | 10.0 | 75.0% | 0 | 2.10s | 627 | 137 | 2,440 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 4.5 | 1.4 | 66.7% | 3 | 196.67s | 7,434 | 217 | 446,179 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 37.28s | 107,806 | 3,862 | 41,936 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.20s | 7,446 | 207 | 1,450 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.5 | 4.4 | 33.3% | 2 | 186.02s | 909 | 11 | 382,250 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.02s | 549 | 120 | 570 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 1.12s | 708 | 69 | 866 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 5.5 | 7.4 | 44.4% | 1 | 5.70s | 828 | 235 | 7,784 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.28s | 8,625 | 267 | 305 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.0 | 10.0 | 0.0% | 0 | 44.26s | 261 | 17 | 16,212 | |
| GLM 5.3 FlashX Legal | 3.0 | 10.0 | 0.0% | 0 | 59.00s | 207 | 20 | 17,939 |
Quick Compare
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