- Rank
- #124
- Total Output Tokens
- 414,035
- Response Time (avg)
- 88.15s
- Total Cost
- $0.307
DeepSeek V4 Flash 0731 (low) vs GLM 5.3 FlashX (high)
The average score is effectively tied at 7.4 vs 7.4. GLM 5.3 FlashX (high) has the lower benchmark cost at $0.210 vs $0.307. GLM 5.3 FlashX (high) is faster at 14.94s vs 88.15s, with pass rates of 71.0% vs 69.6%.
Compared models
- Rank
- #126
- Total Output Tokens
- 97,728
- Response Time (avg)
- 14.94s
- Total Cost
- $0.210
Recommended model
GLM 5.3 FlashX (high)
It has the best score here (7.4), while responding about 5.9x faster than DeepSeek V4 Flash 0731 (low).
Detailed comparison
| Metric | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 low | GLM 5.3 FlashX GLM 5.3 FlashX high |
|---|---|---|
| Score | 7.4 | 7.4 |
| Rank | #124 | #126 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 8.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 69.6% |
| Flaky tests | 6 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.840 | 1.612 |
| Total Cost | $0.307 | $0.210 |
| Input Price | $0.010 / 1M | $0.370 / 1M |
| Output Price | $1.280 / 1M | $1.250 / 1M |
| Total Input Tokens | 231,356 | 235,914 |
| Output Tokens | 43,054 | 8,147 |
| Reasoning Tokens | 370,981 | 89,581 |
| Response Time (avg) | 88.15s | 14.94s |
| Response Time (max) | 438.65s | 91.16s |
| Response Time (total) | 2027.36s | 343.65s |
| Parameters | 284B total (13B active) | 320B total (18B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#124 DeepSeek V4 Flash 0731
low
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 78.1s
- Tokens
- 8,090 tok
#126 GLM 5.3 FlashX
high- Cost
- $0.030
- Time
- 169.4s
- Tokens
- 23,950 tok
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 4.7 | 1.6 | 66.7% | 1 | 321.18s | 138,011 | 7,331 | 20,715 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 78.03s | 154,549 | 1,326 | 12,503 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.2 | 7.9 | 83.3% | 1 | 10.08s | 540 | 1,833 | 6,605 | |
| GLM 5.3 FlashX | 8.2 | 7.9 | 83.3% | 1 | 1.98s | 639 | 425 | 606 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 7.3 | 5.1 | 77.8% | 2 | 163.31s | 5,953 | 782 | 86,028 | |
| GLM 5.3 FlashX | 8.2 | 7.2 | 88.9% | 1 | 8.06s | 7,317 | 374 | 9,267 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 9.8 | 10.0 | 100.0% | 0 | 54.25s | 68,913 | 8,230 | 22,729 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 27.73s | 56,585 | 4,123 | 15,563 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 4.35s | 7,290 | 305 | 995 | |
| GLM 5.3 FlashX | 7.3 | 5.8 | 83.3% | 1 | 1.82s | 7,149 | 298 | 285 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 255.51s | 657 | 20,100 | 171,883 | |
| GLM 5.3 FlashX | 3.6 | 7.2 | 22.2% | 1 | 50.04s | 759 | 506 | 48,992 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.5 | 3.4 | 66.7% | 1 | 7.63s | 471 | 81 | 1,181 | |
| GLM 5.3 FlashX | 6.1 | 3.1 | 66.7% | 1 | 2.28s | 498 | 169 | 229 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 9.9 | 10.0 | 100.0% | 0 | 3.01s | 627 | 94 | 644 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 1.72s | 678 | 72 | 177 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.0 | 7.6 | 77.8% | 1 | 9.08s | 594 | 414 | 4,808 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 2.06s | 672 | 462 | 434 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 4.44s | 8,178 | 367 | 186 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 7.09s | 6,861 | 231 | 84 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 246.86s | 122 | 3,517 | 55,207 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 5.34s | 207 | 161 | 1,441 |
Quick Compare
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