- Rank
- #111
- Total Output Tokens
- 101,587
- Response Time (avg)
- 20.37s
- Total Cost
- $0.074
GPT-6 Luna (high) vs Qwen3.5 Plus 2026-04-20 (medium)
The average score is effectively tied at 7.7 vs 7.7. GPT-6 Luna (high) has the lower benchmark cost at $0.074 vs $0.488. GPT-6 Luna (high) is faster at 20.37s vs 54.06s, with pass rates of 73.9% 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 (high)
It has the best score here (7.7), while costing about 6.6x less than Qwen3.5 Plus 2026-04-20 (medium).
Detailed comparison
| Metric | GPT-6 Luna GPT-6 Luna high | Qwen3.5 Plus 2026-04-20 Qwen3.5 Plus 2026-04-20 medium |
|---|---|---|
| Score | 7.7 | 7.7 |
| Rank | #111 | #113 |
| Reliability | 10.0 | 9.7 |
| Consistency | 8.7 | 9.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 73.9% | 65.2% |
| Flaky tests | 4 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 0.492 | 3.481 |
| Total Cost | $0.074 | $0.488 |
| Input Price | $0.100 / 1M | $0.300 / 1M |
| Output Price | $0.500 / 1M | $1.800 / 1M |
| Total Input Tokens | 229,986 | 176,539 |
| Output Tokens | 6,037 | 4,419 |
| Reasoning Tokens | 95,550 | 195,929 |
| Response Time (avg) | 20.37s | 54.06s |
| Response Time (max) | 106.93s | 203.01s |
| Response Time (total) | 468.52s | 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.
#111 GPT-6 Luna
high- Cost
- $0.003
- Time
- 49.2s
- Tokens
- 5,231 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 | 5.2 | 3.2 | 33.3% | 1 | 82.78s | 149,545 | 1,276 | 8,906 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 2.64s | 606 | 159 | 1,358 | |
| 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 | 7.8 | 7.4 | 77.8% | 1 | 24.69s | 7,302 | 483 | 15,691 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 21.53s | 57,233 | 3,111 | 6,658 | |
| 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 | 24.50s | 7,140 | 234 | 352 | |
| 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 | 5.9 | 7.2 | 55.6% | 1 | 51.14s | 732 | 70 | 55,170 | |
| 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 | 5.1 | 10.0 | 0.0% | 0 | 17.40s | 477 | 96 | 373 | |
| 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 | 8.4 | 6.9 | 83.3% | 1 | 1.92s | 660 | 91 | 420 | |
| 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 | 7.8 | 10.0 | 66.7% | 0 | 7.51s | 642 | 231 | 4,988 | |
| 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 | 6.96s | 5,454 | 256 | 261 | |
| 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 | 4.90s | 195 | 30 | 1,373 | |
| 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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