- Rank
- #129
- Total Output Tokens
- 46,004
- Response Time (avg)
- 14.05s
- Total Cost
- $0.311
DeepSeek V4 Pro 0423 vs Grok 4.7 (low)
The average score is effectively tied at 7.4 vs 7.4. DeepSeek V4 Pro 0423 has the lower benchmark cost at $0.311 vs $2.263. DeepSeek V4 Pro 0423 is faster at 14.05s vs 63.19s, with pass rates of 49.3% vs 73.9%.
Compared models
- Rank
- #127
- Total Output Tokens
- 255,329
- Response Time (avg)
- 63.19s
- Total Cost
- $2.263
Recommended model
DeepSeek V4 Pro 0423
It has the best score here (7.4), while costing about 7.3x less than Grok 4.7 (low).
Detailed comparison
| Metric | DeepSeek V4 Pro 0423 DeepSeek V4 Pro 0423 none | Grok 4.7 Grok 4.7 low |
|---|---|---|
| Score | 7.4 | 7.4 |
| Rank | #129 | #127 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.7 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 49.3% | 73.9% |
| Flaky tests | 4 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 2.341 | 13.804 |
| Total Cost | $0.311 | $2.263 |
| Input Price | $0.783 / 1M | $2.000 / 1M |
| Output Price | $1.566 / 1M | $6.000 / 1M |
| Total Input Tokens | 304,186 | 365,119 |
| Output Tokens | 46,004 | 8,118 |
| Reasoning Tokens | 0 | 247,211 |
| Response Time (avg) | 14.05s | 63.19s |
| Response Time (max) | 119.44s | 389.63s |
| Response Time (total) | 323.17s | 1453.28s |
| Parameters | 1.6T total (49B active) | ~1.7T total (~170B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#129 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
#127 SpaceXAI: Grok 4.7
low- Cost
- $0.007
- Time
- 15.2s
- Tokens
- 1,537 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 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 65.50s | 156,108 | 10,457 | 0 | |
| Grok 4.7 | 5.0 | 10.0 | 0.0% | 0 | 154.86s | 236,287 | 1,278 | 22,203 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 3.2 | 6.1 | 16.7% | 2 | 4.02s | 540 | 1,168 | 0 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 9.92s | 2,991 | 94 | 7,306 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 5.6 | 10.0 | 33.3% | 0 | 13.38s | 7,275 | 5,500 | 0 | |
| Grok 4.7 | 8.4 | 7.4 | 88.9% | 1 | 189.08s | 9,579 | 346 | 99,053 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 7.9 | 6.9 | 66.7% | 1 | 71.59s | 122,040 | 26,362 | 0 | |
| Grok 4.7 | 7.3 | 5.8 | 83.3% | 1 | 31.17s | 90,114 | 5,684 | 6,430 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 4.61s | 7,568 | 200 | 0 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 4.88s | 8,937 | 225 | 2,050 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 3.0 | 10.0 | 0.0% | 0 | 4.91s | 675 | 20 | 0 | |
| Grok 4.7 | 5.3 | 10.0 | 33.3% | 0 | 159.09s | 2,523 | 17 | 84,957 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 5.0 | 10.0 | 0.0% | 0 | 2.05s | 471 | 126 | 0 | |
| Grok 4.7 | 4.1 | 2.7 | 33.3% | 1 | 11.32s | 1,077 | 75 | 2,060 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 6.3 | 5.8 | 66.7% | 1 | 4.12s | 627 | 713 | 0 | |
| Grok 4.7 | 8.4 | 6.9 | 83.3% | 1 | 6.19s | 1,857 | 57 | 2,559 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 3.61s | 594 | 442 | 0 | |
| Grok 4.7 | 8.2 | 7.2 | 88.9% | 1 | 12.45s | 2,430 | 151 | 6,628 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 10.0 | 10.0 | 100.0% | 0 | 7.40s | 8,105 | 328 | 0 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 4.26s | 8,535 | 174 | 336 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Pro 0423 | 3.0 | 10.0 | 0.0% | 0 | 5.76s | 183 | 688 | 0 | |
| Grok 4.7 | 3.0 | 10.0 | 0.0% | 0 | 76.84s | 789 | 17 | 13,629 |
Quick Compare
Switch Comparison Pair
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