- Rank
- #124
- Total Output Tokens
- 414,035
- Response Time (avg)
- 88.15s
- Total Cost
- $0.307
DeepSeek V4 Flash 0731 (low) vs Qwen3.6 Flash (medium)
The average score is effectively tied at 7.4 vs 7.4. DeepSeek V4 Flash 0731 (low) has the lower benchmark cost at $0.307 vs $0.858. Qwen3.6 Flash (medium) is faster at 45.45s vs 88.15s, with pass rates of 71.0% vs 68.1%.
Compared models
- Rank
- #123
- Total Output Tokens
- 652,280
- Response Time (avg)
- 45.45s
- Total Cost
- $0.858
Recommended model
DeepSeek V4 Flash 0731 (low)
It has the best score here (7.4), while costing about 2.8x less than Qwen3.6 Flash (medium).
Detailed comparison
| Metric | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 low | Qwen3.6 Flash Qwen3.6 Flash medium |
|---|---|---|
| Score | 7.4 | 7.4 |
| Rank | #124 | #123 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 68.1% |
| Flaky tests | 6 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.840 | 6.594 |
| Total Cost | $0.307 | $0.858 |
| Input Price | $0.010 / 1M | $0.188 / 1M |
| Output Price | $1.280 / 1M | $1.125 / 1M |
| Total Input Tokens | 231,356 | 258,760 |
| Output Tokens | 43,054 | 22,221 |
| Reasoning Tokens | 370,981 | 630,059 |
| Response Time (avg) | 88.15s | 45.45s |
| Response Time (max) | 438.65s | 578.13s |
| Response Time (total) | 2027.36s | 1045.45s |
| Parameters | 284B total (13B active) | ~35B total (~3B 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
#123 Qwen3.6 Flash
medium
Invalid SVG
- Cost
- $0.008
- Time
- 29.9s
- Tokens
- 6,784 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 | |
| Qwen3.6 Flash | 10.0 | 10.0 | 100.0% | 0 | 56.13s | 129,710 | 2,195 | 13,136 |
| 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 | |
| Qwen3.6 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.10s | 672 | 624 | 14,024 |
| 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 | |
| Qwen3.6 Flash | 5.0 | 5.1 | 44.5% | 2 | 42.85s | 7,895 | 495 | 67,967 |
| 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 | |
| Qwen3.6 Flash | 6.5 | 10.0 | 50.0% | 0 | 299.21s | 101,613 | 17,514 | 382,793 |
| 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 | |
| Qwen3.6 Flash | 10.0 | 10.0 | 100.0% | 0 | 9.65s | 7,782 | 270 | 13,155 |
| 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 | |
| Qwen3.6 Flash | 2.9 | 4.4 | 22.2% | 2 | 16.98s | 780 | 60 | 27,020 |
| 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 | |
| Qwen3.6 Flash | 4.8 | 9.9 | 0.0% | 0 | 9.88s | 516 | 140 | 5,445 |
| 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 | |
| Qwen3.6 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.05s | 699 | 102 | 7,423 |
| 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 | |
| Qwen3.6 Flash | 8.2 | 7.2 | 88.9% | 1 | 6.29s | 696 | 460 | 10,860 |
| 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 | |
| Qwen3.6 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.00s | 8,193 | 335 | 1,188 |
| 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 | |
| Qwen3.6 Flash | 3.0 | 10.0 | 0.0% | 0 | 122.87s | 204 | 26 | 87,048 |
Quick Compare
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