- Rank
- #153
- Total Output Tokens
- 237,822
- Response Time (avg)
- 88.15s
- Total Cost
- $0.306
DeepSeek V4 Flash 0731 (low) vs DeepSeek V4 Pro 0423
The average score is effectively tied at 7.4 vs 7.4. DeepSeek V4 Pro 0423 has the lower benchmark cost at $0.083 vs $0.306. DeepSeek V4 Pro 0423 is faster at 14.05s vs 88.15s, with pass rates of 71.0% vs 49.3%.
Compared models
- Rank
- #158
- Total Output Tokens
- 46,004
- Response Time (avg)
- 14.05s
- Total Cost
- $0.083
Recommended model
DeepSeek V4 Pro 0423
It has the best score here (7.4), while costing about 3.7x less than DeepSeek V4 Flash 0731 (low).
Detailed comparison
| Metric | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 low | DeepSeek V4 Pro 0423 DeepSeek V4 Pro 0423 none |
|---|---|---|
| Score | 7.4 | 7.4 |
| Rank | #153 | #158 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 49.3% |
| Flaky tests | 6 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.840 | 2.341 |
| Total Cost | $0.306 | $0.083 |
| Input Price | $0.005 / 1M | $0.209 / 1M |
| Output Price | $1.280 / 1M | $0.418 / 1M |
| Cache Read Price | $0.005 / 1M | $0.018 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 231,356 | 304,186 |
| Output Tokens | 43,054 | 40,118 |
| Reasoning Tokens | 370,981 | 5,886 |
| Response Time (avg) | 88.15s | 14.05s |
| Response Time (max) | 438.65s | 119.44s |
| Response Time (total) | 2027.36s | 323.17s |
| Parameters | 284B total (13B active) | 1.6T total (49B active) |
| Availability | Closed | Open source |
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 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
#158 DeepSeek V4 Pro 0423
none
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
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 | |
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 65.50s | 156,108 | 10,457 | 0 |
| 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 | |
| DeepSeek V4 Pro 0423 | 3.2 | 6.1 | 16.7% | 2 | 4.02s | 540 | 944 | 224 |
| 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 | |
| DeepSeek V4 Pro 0423 | 5.6 | 10.0 | 33.3% | 0 | 13.38s | 7,275 | 1,436 | 4,064 |
| 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 | |
| DeepSeek V4 Pro 0423 | 7.9 | 6.9 | 66.7% | 1 | 71.59s | 122,040 | 26,362 | 0 |
| 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 | |
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 4.61s | 7,568 | 200 | 0 |
| 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 | |
| DeepSeek V4 Pro 0423 | 3.0 | 10.0 | 0.0% | 0 | 4.91s | 675 | 20 | 0 |
| 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 | |
| DeepSeek V4 Pro 0423 | 5.0 | 10.0 | 0.0% | 0 | 2.05s | 471 | 126 | 0 |
| 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 | |
| DeepSeek V4 Pro 0423 | 6.3 | 5.8 | 66.7% | 1 | 4.12s | 627 | 63 | 650 |
| 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 | |
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 3.61s | 594 | 167 | 275 |
| 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 | |
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 7.40s | 8,105 | 328 | 0 |
| 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 | |
| DeepSeek V4 Pro 0423 | 3.0 | 10.0 | 0.0% | 0 | 5.76s | 183 | 15 | 673 |
Quick Compare
Switch Comparison Pair
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