- Rank
- #12
- Total Output Tokens
- 38,258
- Response Time (avg)
- 13.68s
- Total Cost
- $0.542
GPT-6.1 Sol (high) vs Qwen3.8 Max (0902) (low)
GPT-6.1 Sol (high) leads on average score with 9.6 vs 9.1. GPT-6.1 Sol (high) has the lower benchmark cost at $0.542 vs $0.664. GPT-6.1 Sol (high) is faster at 13.68s vs 24.21s, with pass rates of 93.9% vs 86.4%.
Compared models
- Rank
- #32
- Total Output Tokens
- 75,865
- Response Time (avg)
- 24.21s
- Total Cost
- $0.664
Recommended model
GPT-6.1 Sol (high)
It has the best score here (9.6), while responding about 1.8x faster than Qwen3.8 Max (0902) (low).
Detailed comparison
| Metric | GPT-6.1 Sol GPT-6.1 Sol high | Qwen3.8 Max (0902) Qwen3.8 Max (0902) low |
|---|---|---|
| Score | 9.6 | 9.1 |
| Rank | #12 | #32 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 9.3 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 93.9% | 86.4% |
| Flaky tests | 1 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 2.708 | 3.684 |
| Total Cost | $0.542 | $0.664 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $10.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 79,492 | 103,954 |
| Output Tokens | 4,954 | 6,322 |
| Reasoning Tokens | 33,304 | 69,543 |
| Response Time (avg) | 13.68s | 24.21s |
| Response Time (max) | 139.76s | 207.79s |
| Response Time (total) | 301.03s | 532.62s |
| Parameters | ~2T total (~150B active) | 2.4T total (~100B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#12 GPT-6.1 Sol
high- Cost
- $0.079
- Time
- 149.5s
- Tokens
- 7,920 tok
#32 Qwen3.8 Max (0902)
low- Cost
- $0.014
- Time
- 41.2s
- Tokens
- 2,421 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.31s | 606 | 174 | 606 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.72s | 984 | 212 | 1,854 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 5.18s | 7,302 | 390 | 2,215 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 37.42s | 8,127 | 485 | 17,404 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 24.65s | 56,284 | 3,374 | 4,032 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 113.88s | 74,767 | 4,562 | 29,335 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.79s | 7,140 | 234 | 178 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 9.94s | 7,938 | 261 | 2,254 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 7.7 | 10.0 | 66.7% | 0 | 59.04s | 732 | 68 | 23,791 | |
| Qwen3.8 Max (0902) | 5.3 | 7.2 | 44.4% | 1 | 34.93s | 1,014 | 45 | 13,881 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 5.90s | 477 | 112 | 449 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 8.91s | 594 | 120 | 820 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.63s | 660 | 93 | 500 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 855 | 90 | 866 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.99s | 642 | 223 | 633 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.49s | 930 | 275 | 1,248 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 7.83s | 5,454 | 256 | 209 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 8,463 | 249 | 126 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 4.7 | 1.6 | 66.7% | 1 | 7.29s | 195 | 30 | 691 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 13.28s | 282 | 23 | 1,755 |
Quick Compare
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