- Rank
- #273
- Total Output Tokens
- 1,818,271
- Response Time (avg)
- 140.39s
- Total Cost
- $0.000
North Mini Code (medium) vs GPT-6 Luna
GPT-6 Luna leads on average score with 5.5 vs 5.4. North Mini Code (medium) has the lower benchmark cost at $0.000 vs $0.026. GPT-6 Luna is faster at 20.48s vs 140.39s, with pass rates of 42.0% vs 40.6%.
Compared models
- Rank
- #267
- Total Output Tokens
- 6,855
- Response Time (avg)
- 20.48s
- Total Cost
- $0.026
Recommended model
GPT-6 Luna
It has the best score here (5.5), while responding about 6.9x faster than North Mini Code (medium).
Detailed comparison
| Metric | North Mini Code North Mini Code medium Free Available | GPT-6 Luna GPT-6 Luna none |
|---|---|---|
| Score | 5.4 | 5.5 |
| Rank | #273 | #267 |
| Reliability | 8.9 | 9.9 |
| Consistency | 8.6 | 8.2 |
| Attempts | 61/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 42.0% | 40.6% |
| Flaky tests | 4 | 5 |
| Total Runs | 61 | 69 |
| Cost per result | 0.000 | 0.367 |
| Total Cost | $0.000 | $0.026 |
| Input Price | $0.000 / 1M | $0.100 / 1M |
| Output Price | $0.000 / 1M | $0.500 / 1M |
| Total Input Tokens | 166,347 | 222,357 |
| Output Tokens | 423,884 | 6,855 |
| Reasoning Tokens | 1,394,387 | 0 |
| Response Time (avg) | 140.39s | 20.48s |
| Response Time (max) | 786.72s | 98.62s |
| Response Time (total) | 3229.07s | 470.96s |
| Parameters | 30B total (3B active) | ~400B total (~17B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#273 North Mini Code
medium- Cost
- $0.000
- Time
- 51.8s
- Tokens
- 12,460 tok
#267 GPT-6 Luna
none- Cost
- $0.002
- Time
- 26.0s
- Tokens
- 3,235 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 |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 3.9 | 9.6 | 0.0% | 0 | 105.20s | 84,605 | 0 | 53,480 | |
| GPT-6 Luna | 5.0 | 10.0 | 0.0% | 0 | 51.13s | 135,141 | 1,347 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 8.4 | 10.0 | 75.0% | 0 | 64.79s | 324 | 64,441 | 68,535 | |
| GPT-6 Luna | 4.8 | 10.0 | 25.0% | 0 | 9.82s | 606 | 131 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 4.5 | 4.9 | 33.3% | 2 | 320.43s | 7,119 | 219,891 | 561,569 | |
| GPT-6 Luna | 5.5 | 10.0 | 33.3% | 0 | 8.04s | 7,302 | 376 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 2.9 | 5.8 | 16.7% | 1 | 554.89s | 63,682 | 0 | 472,040 | |
| GPT-6 Luna | 3.8 | 5.8 | 33.3% | 1 | 50.92s | 65,645 | 4,054 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 10.0 | 10.0 | 100.0% | 0 | 24.06s | 6,819 | 240 | 2,659 | |
| GPT-6 Luna | 7.3 | 5.9 | 83.3% | 1 | 9.34s | 5,503 | 189 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 2.9 | 7.2 | 11.1% | 1 | 107.19s | 550 | 7,595 | 102,957 | |
| GPT-6 Luna | 5.3 | 7.2 | 44.4% | 1 | 8.24s | 732 | 54 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 5.1 | 10.0 | 0.0% | 0 | 25.08s | 444 | 1,546 | 1,635 | |
| GPT-6 Luna | 5.1 | 10.0 | 0.0% | 0 | 1.08s | 477 | 95 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 9.8 | 10.0 | 100.0% | 0 | 15.43s | 379 | 909 | 1,339 | |
| GPT-6 Luna | 6.2 | 5.8 | 66.7% | 1 | 16.97s | 660 | 100 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 3.3 | 10.0 | 0.0% | 0 | 19.70s | 543 | 2,215 | 2,485 | |
| GPT-6 Luna | 5.4 | 7.2 | 44.4% | 1 | 25.95s | 642 | 222 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 10.0 | 10.0 | 100.0% | 0 | 3.93s | 1,776 | 41 | 563 | |
| GPT-6 Luna | 10.0 | 10.0 | 100.0% | 0 | 71.15s | 5,454 | 257 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 3.0 | 10.0 | 0.0% | 0 | 305.02s | 106 | 127,006 | 127,125 | |
| GPT-6 Luna | 3.0 | 10.0 | 0.0% | 0 | 27.10s | 195 | 30 | 0 |
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