- Rank
- #16
- Total Output Tokens
- 13,138
- Response Time (avg)
- 7.15s
- Total Cost
- $0.460
GPT-6.1 Sol (low) vs Qwen3.8 Max (0902) (medium)
GPT-6.1 Sol (low) leads on average score with 9.6 vs 9.0. GPT-6.1 Sol (low) has the lower benchmark cost at $0.460 vs $1.096. GPT-6.1 Sol (low) is faster at 7.15s vs 30.42s, with pass rates of 92.8% vs 84.1%.
Compared models
- Rank
- #47
- Total Output Tokens
- 92,998
- Response Time (avg)
- 30.42s
- Total Cost
- $1.096
Recommended model
GPT-6.1 Sol (low)
It has the best score here (9.6), while costing about 2.4x less than Qwen3.8 Max (0902) (medium).
Detailed comparison
| Metric | GPT-6.1 Sol GPT-6.1 Sol low | Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium |
|---|---|---|
| Score | 9.6 | 9.0 |
| Rank | #16 | #47 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 92.8% | 84.1% |
| Flaky tests | 1 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 2.187 | 6.084 |
| Total Cost | $0.460 | $1.096 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $10.000 / 1M | $6.000 / 1M |
| Cache Read Price | $0.100 / 1M | $0.250 / 1M |
| Cache Write Price | $2.500 / 1M | $2.500 / 1M |
| Total Input Tokens | 163,900 | 268,540 |
| Output Tokens | 4,958 | 7,499 |
| Reasoning Tokens | 8,180 | 85,499 |
| Response Time (avg) | 7.15s | 30.42s |
| Response Time (max) | 46.57s | 168.09s |
| Response Time (total) | 164.47s | 699.68s |
| Parameters | ~2T total (~150B active) | 2.4T total (~100B active) |
| Availability | Closed | Closed |
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.
#16 GPT-6.1 Sol
low- Cost
- $0.028
- Time
- 44.6s
- Tokens
- 2,881 tok
#47 Qwen3.8 Max (0902)
medium- Cost
- $0.036
- Time
- 108.3s
- Tokens
- 5,980 tok
Category Breakdown
| Agentic | 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 | 46.57s | 85,882 | 798 | 461 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 127.50s | 172,217 | 1,538 | 10,782 |
| 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 | 2.14s | 606 | 147 | 226 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.03s | 672 | 295 | 2,003 |
| 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 | 4.48s | 7,302 | 388 | 1,286 | |
| Qwen3.8 Max (0902) | 8.4 | 7.4 | 88.9% | 1 | 45.74s | 7,893 | 551 | 20,628 |
| 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 | 10.94s | 54,810 | 2,619 | 370 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 94.38s | 68,852 | 3,895 | 24,303 |
| 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 | 1.94s | 7,140 | 222 | 0 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 10.54s | 7,782 | 261 | 2,591 |
| 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 | 15.39s | 732 | 69 | 5,195 | |
| Qwen3.8 Max (0902) | 3.6 | 7.2 | 22.2% | 1 | 49.45s | 780 | 44 | 19,572 |
| 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 | 3.66s | 477 | 114 | 142 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 7.56s | 516 | 202 | 689 |
| 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 | 2.21s | 660 | 93 | 115 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.24s | 699 | 90 | 886 |
| 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 | 2.19s | 642 | 232 | 88 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.89s | 696 | 353 | 1,599 |
| 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 | 5.53s | 5,454 | 246 | 0 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.93s | 8,229 | 249 | 194 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6.1 Sol | 2.8 | 1.6 | 33.3% | 1 | 3.80s | 195 | 30 | 297 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 17.01s | 204 | 21 | 2,252 |
Quick Compare
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