- Rank
- #79
- Total Output Tokens
- 53,161
- Response Time (avg)
- 18.07s
- Total Cost
- $0.047
GPT-6 Luna (medium) vs Qwen3.5 Plus 2026-02-15
GPT-6 Luna (medium) leads on average score with 8.3 vs 6.3. GPT-6 Luna (medium) has the lower benchmark cost at $0.047 vs $0.176. GPT-6 Luna (medium) is faster at 18.07s vs 20.07s, with pass rates of 73.9% vs 52.2%.
Compared models
- Rank
- #221
- Total Output Tokens
- 53,060
- Response Time (avg)
- 20.07s
- Total Cost
- $0.176
Recommended model
GPT-6 Luna (medium)
It has the best score here (8.3), while costing about 3.7x less than Qwen3.5 Plus 2026-02-15.
Detailed comparison
| Metric | GPT-6 Luna GPT-6 Luna medium | Qwen3.5 Plus 2026-02-15 Qwen3.5 Plus 2026-02-15 none |
|---|---|---|
| Score | 8.3 | 6.3 |
| Rank | #79 | #221 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.9 | 9.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 73.9% | 52.2% |
| Flaky tests | 3 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 0.313 | 1.593 |
| Total Cost | $0.047 | $0.176 |
| Input Price | $0.100 / 1M | $0.260 / 1M |
| Output Price | $0.500 / 1M | $1.560 / 1M |
| Cache Read Price | $0.010 / 1M | N/A |
| Cache Write Price | $0.125 / 1M | N/A |
| Total Input Tokens | 203,193 | 346,064 |
| Output Tokens | 5,751 | 53,060 |
| Reasoning Tokens | 47,410 | 0 |
| Response Time (avg) | 18.07s | 20.07s |
| Response Time (max) | 66.44s | 183.50s |
| Response Time (total) | 415.53s | 341.27s |
| Parameters | ~400B total (~17B active) | ~397B total (~17B 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.
#79 GPT-6 Luna
medium- Cost
- $0.002
- Time
- 23.6s
- Tokens
- 2,966 tok
#221 Qwen3.5 Plus 2026-02-15
none- Cost
- $0.012
- Time
- 153.2s
- Tokens
- 7,787 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 | 66.44s | 124,247 | 1,116 | 6,891 | |
| Qwen3.5 Plus 2026-02-15 | 5.2 | 3.2 | 33.3% | 1 | 183.50s | 243,409 | 23,690 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 8.3 | 10.0 | 75.0% | 0 | 4.32s | 606 | 156 | 875 | |
| Qwen3.5 Plus 2026-02-15 | 4.8 | 10.0 | 25.0% | 0 | 1.91s | 696 | 517 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 6.6 | 4.6 | 77.8% | 2 | 23.63s | 7,302 | 438 | 10,222 | |
| Qwen3.5 Plus 2026-02-15 | 4.3 | 7.9 | 11.1% | 1 | 2.05s | 7,913 | 473 | 0 |
| 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 | 22.65s | 55,738 | 3,052 | 4,096 | |
| Qwen3.5 Plus 2026-02-15 | 6.5 | 10.0 | 50.0% | 0 | 64.83s | 75,086 | 27,204 | 0 |
| 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 | 26.09s | 7,140 | 234 | 268 | |
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 1.89s | 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-6 Luna | 5.9 | 7.2 | 55.6% | 1 | 22.71s | 732 | 70 | 19,191 | |
| Qwen3.5 Plus 2026-02-15 | 7.7 | 10.0 | 66.7% | 0 | 1.24s | 798 | 17 | 0 |
| 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 | 28.25s | 477 | 91 | 289 | |
| Qwen3.5 Plus 2026-02-15 | 4.4 | 3.0 | 33.3% | 1 | 2.26s | 522 | 117 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna | 9.8 | 10.0 | 100.0% | 0 | 13.24s | 660 | 89 | 409 | |
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 1.67s | 711 | 72 | 0 |
| 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 | 9.78s | 642 | 211 | 3,189 | |
| Qwen3.5 Plus 2026-02-15 | 7.7 | 10.0 | 66.7% | 0 | 2.71s | 714 | 494 | 0 |
| 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 | 4.84s | 5,454 | 264 | 249 | |
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 3.33s | 8,211 | 222 | 0 |
| 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 | 6.39s | 195 | 30 | 1,731 | |
| Qwen3.5 Plus 2026-02-15 | 3.0 | 10.0 | 0.0% | 0 | 1.11s | 210 | 11 | 0 |
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