- Rank
- #91
- Total Output Tokens
- 139,395
- Response Time (avg)
- 18.39s
- Total Cost
- $0.207
GPT-5.6 Luna (high) vs Qwen3.7 Max
GPT-5.6 Luna (high) leads on average score with 8.0 vs 7.9. GPT-5.6 Luna (high) has the lower benchmark cost at $0.207 vs $0.492. Qwen3.7 Max is faster at 7.85s vs 18.39s, with pass rates of 71.0% vs 69.6%.
Compared models
- Rank
- #100
- Total Output Tokens
- 20,670
- Response Time (avg)
- 7.85s
- Total Cost
- $0.492
Recommended model
GPT-5.6 Luna (high)
It has the best score here (8.0), while costing about 2.4x less than Qwen3.7 Max.
Detailed comparison
| Metric | GPT-5.6 Luna GPT-5.6 Luna high | Qwen3.7 Max Qwen3.7 Max none |
|---|---|---|
| Score | 8.0 | 7.9 |
| Rank | #91 | #100 |
| Reliability | 10.0 | 9.9 |
| Consistency | 8.6 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 69.6% |
| Flaky tests | 4 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 5.882 | 3.070 |
| Total Cost | $0.207 | $0.492 |
| Input Price | $0.200 / 1M | $1.475 / 1M |
| Output Price | $1.200 / 1M | $4.425 / 1M |
| Total Input Tokens | 197,896 | 243,553 |
| Output Tokens | 6,211 | 20,670 |
| Reasoning Tokens | 133,184 | 0 |
| Response Time (avg) | 18.39s | 7.85s |
| Response Time (max) | 111.09s | 80.34s |
| Response Time (total) | 422.93s | 180.65s |
| Parameters | ~400B total (~17B active) | ~1T total (~40B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#91 GPT-5.6 Luna
high- Cost
- $0.033
- Time
- 34.2s
- Tokens
- 5,484 tok
#100 Qwen3.7 Max
none- Cost
- $0.046
- Time
- 195.0s
- Tokens
- 12,171 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 |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 60.15s | 116,969 | 1,123 | 2,957 | |
| Qwen3.7 Max | 10.0 | 10.0 | 100.0% | 0 | 80.34s | 147,561 | 8,224 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 8.3 | 10.0 | 75.0% | 0 | 2.99s | 606 | 162 | 1,265 | |
| Qwen3.7 Max | 6.5 | 10.0 | 50.0% | 0 | 1.08s | 696 | 242 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 5.5 | 4.7 | 55.6% | 2 | 15.63s | 7,302 | 510 | 17,746 | |
| Qwen3.7 Max | 5.5 | 10.0 | 33.3% | 0 | 1.35s | 7,911 | 582 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 19.05s | 57,719 | 3,366 | 8,005 | |
| Qwen3.7 Max | 6.5 | 10.0 | 50.0% | 0 | 37.23s | 68,425 | 10,623 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 2.18s | 7,140 | 234 | 470 | |
| Qwen3.7 Max | 10.0 | 10.0 | 100.0% | 0 | 1.35s | 7,794 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 5.3 | 7.2 | 44.4% | 1 | 62.87s | 732 | 69 | 75,712 | |
| Qwen3.7 Max | 7.7 | 10.0 | 66.7% | 0 | 1.24s | 798 | 15 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 5.0 | 10.0 | 0.0% | 0 | 3.65s | 477 | 117 | 563 | |
| Qwen3.7 Max | 10.0 | 10.0 | 100.0% | 0 | 1.04s | 522 | 120 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 9.9 | 10.0 | 100.0% | 0 | 1.79s | 660 | 97 | 481 | |
| Qwen3.7 Max | 10.0 | 10.0 | 100.0% | 0 | 943ms | 711 | 72 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 7.6 | 7.2 | 77.8% | 1 | 14.55s | 642 | 242 | 18,281 | |
| Qwen3.7 Max | 10.0 | 10.0 | 100.0% | 0 | 1.13s | 714 | 314 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 4.98s | 5,454 | 260 | 324 | |
| Qwen3.7 Max | 10.0 | 10.0 | 100.0% | 0 | 3.92s | 8,211 | 222 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 3.0 | 10.0 | 0.0% | 0 | 17.00s | 195 | 31 | 7,380 | |
| Qwen3.7 Max | 3.0 | 10.0 | 0.0% | 0 | 856ms | 210 | 13 | 0 |
Quick Compare
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