- Rank
- #63
- Total Output Tokens
- 88,923
- Response Time (avg)
- 29.07s
- Total Cost
- $1.131
Qwen3.8 Max (0902) (low) vs Grok 4.6 (high)
The average score is effectively tied at 8.6 vs 8.5. Qwen3.8 Max (0902) (low) has the lower benchmark cost at $1.131 vs $2.629. Qwen3.8 Max (0902) (low) is faster at 29.07s vs 87.48s, with pass rates of 85.5% vs 82.6%.
Compared models
- Rank
- #64
- Total Output Tokens
- 312,614
- Response Time (avg)
- 87.48s
- Total Cost
- $2.629
Recommended model
Qwen3.8 Max (0902) (low)
It has the best score here (8.6), while costing about 2.3x less than Grok 4.6 (high).
Detailed comparison
| Metric | Qwen3.8 Max (0902) Qwen3.8 Max (0902) low | Grok 4.6 Grok 4.6 high |
|---|---|---|
| Score | 8.6 | 8.5 |
| Rank | #63 | #64 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.0 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 85.5% | 82.6% |
| Flaky tests | 3 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 6.283 | 13.833 |
| Total Cost | $1.131 | $2.629 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $6.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 298,682 | 376,233 |
| Output Tokens | 8,374 | 6,687 |
| Reasoning Tokens | 80,549 | 305,927 |
| Response Time (avg) | 29.07s | 87.48s |
| Response Time (max) | 207.79s | 618.49s |
| Response Time (total) | 668.66s | 2012.15s |
| Parameters | 2.4T total (~100B active) | ~1.7T total (~170B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#63 Qwen3.8 Max (0902)
low- Cost
- $0.014
- Time
- 41.2s
- Tokens
- 2,421 tok
#64 SpaceXAI: Grok 4.6
high- Cost
- $0.107
- Time
- 265.1s
- Tokens
- 18,001 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 136.04s | 194,728 | 2,052 | 11,006 | |
| Grok 4.6 | 5.0 | 10.0 | 0.0% | 0 | 160.89s | 268,958 | 1,593 | 28,804 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.72s | 984 | 212 | 1,854 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 14.44s | 2,991 | 79 | 6,805 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 37.42s | 8,127 | 485 | 17,404 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 102.20s | 9,579 | 379 | 51,829 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 113.88s | 74,767 | 4,562 | 29,335 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 91.77s | 68,548 | 3,931 | 34,529 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 9.94s | 7,938 | 261 | 2,254 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 16.08s | 8,937 | 225 | 6,590 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 5.3 | 7.2 | 44.4% | 1 | 34.93s | 1,014 | 45 | 13,881 | |
| Grok 4.6 | 5.3 | 10.0 | 33.3% | 0 | 369.95s | 2,523 | 14 | 154,471 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 8.91s | 594 | 120 | 820 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 19.51s | 1,077 | 56 | 2,448 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 855 | 90 | 866 | |
| Grok 4.6 | 9.8 | 10.0 | 100.0% | 0 | 13.82s | 1,857 | 57 | 4,318 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.49s | 930 | 275 | 1,248 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 15.56s | 2,430 | 122 | 5,706 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 8,463 | 249 | 126 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 13.30s | 8,544 | 216 | 1,505 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 13.28s | 282 | 23 | 1,755 | |
| Grok 4.6 | 3.0 | 10.0 | 0.0% | 0 | 54.22s | 789 | 15 | 8,922 |
Quick Compare
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