- Rank
- #116
- Total Output Tokens
- 24,880
- Response Time (avg)
- 23.23s
- Total Cost
- $0.033
GPT-6 Luna (low) vs Qwen3.5 Plus 2026-04-20 (medium)
Qwen3.5 Plus 2026-04-20 (medium) leads on average score with 7.7 vs 7.6. GPT-6 Luna (low) has the lower benchmark cost at $0.033 vs $0.488. GPT-6 Luna (low) is faster at 23.23s vs 54.06s, with pass rates of 63.8% vs 65.2%.
Compared models
- Rank
- #113
- Total Output Tokens
- 200,348
- Response Time (avg)
- 54.06s
- Total Cost
- $0.488
Recommended model
GPT-6 Luna (low)
Its score stays close to the best score here (7.6 vs 7.7), while costing about 15.2x less than Qwen3.5 Plus 2026-04-20 (medium).
Detailed comparison
| Metric | GPT-6 Luna GPT-6 Luna low | Qwen3.5 Plus 2026-04-20 Qwen3.5 Plus 2026-04-20 medium |
|---|---|---|
| Score | 7.6 | 7.7 |
| Rank | #116 | #113 |
| Reliability | 9.7 | 9.7 |
| Consistency | 8.5 | 9.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 63.8% | 65.2% |
| Flaky tests | 4 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 0.267 | 3.481 |
| Total Cost | $0.033 | $0.488 |
| Input Price | $0.100 / 1M | $0.300 / 1M |
| Output Price | $0.500 / 1M | $1.800 / 1M |
| Total Input Tokens | 195,928 | 176,539 |
| Output Tokens | 5,728 | 4,419 |
| Reasoning Tokens | 19,152 | 195,929 |
| Response Time (avg) | 23.23s | 54.06s |
| Response Time (max) | 89.37s | 203.01s |
| Response Time (total) | 534.22s | 1189.36s |
| Parameters | ~400B total (~17B active) | ~397B total (~17B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#116 GPT-6 Luna
low- Cost
- $0.002
- Time
- 19.2s
- Tokens
- 2,598 tok
#113 Qwen3.5 Plus 2026-04-20
medium- Cost
- $0.008
- Time
- 76.7s
- Tokens
- 4,355 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-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 51.03s | 115,769 | 1,105 | 1,170 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 203.01s | 134,433 | 2,139 | 26,086 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 6.9 | 7.9 | 66.7% | 1 | 11.00s | 554 | 130 | 704 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 10.84s | 672 | 215 | 7,748 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 6.0 | 7.2 | 55.6% | 1 | 15.39s | 7,302 | 493 | 6,655 | |
| Qwen3.5 Plus 2026-04-20 | 6.2 | 8.7 | 33.3% | 0 | 125.25s | 7,630 | 308 | 58,682 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 7.3 | 5.8 | 83.3% | 1 | 49.77s | 57,227 | 3,023 | 2,271 | |
| Qwen3.5 Plus 2026-04-20 | 6.5 | 10.0 | 50.0% | 0 | 92.41s | 14,934 | 483 | 17,490 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 9.94s | 7,140 | 234 | 250 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 38.32s | 7,782 | 270 | 14,668 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 5.3 | 10.0 | 33.3% | 0 | 18.09s | 628 | 62 | 5,990 | |
| Qwen3.5 Plus 2026-04-20 | 2.9 | 7.2 | 11.1% | 1 | 57.36s | 780 | 63 | 31,644 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 4.4 | 9.9 | 0.0% | 0 | 1.46s | 477 | 102 | 0 | |
| Qwen3.5 Plus 2026-04-20 | 4.9 | 9.6 | 0.0% | 0 | 25.30s | 516 | 125 | 4,792 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 7.1 | 5.8 | 83.3% | 1 | 17.38s | 540 | 84 | 250 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 20.25s | 699 | 103 | 7,689 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 7.7 | 10.0 | 66.7% | 0 | 27.45s | 642 | 213 | 1,272 | |
| Qwen3.5 Plus 2026-04-20 | 8.2 | 7.2 | 88.9% | 1 | 17.67s | 696 | 338 | 9,800 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 71.65s | 5,454 | 254 | 152 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 14.72s | 8,193 | 348 | 2,164 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 3.0 | 10.0 | 0.0% | 0 | 29.10s | 195 | 28 | 438 | |
| Qwen3.5 Plus 2026-04-20 | 3.0 | 10.0 | 0.0% | 0 | 92.57s | 204 | 27 | 15,166 |
Quick Compare
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