- Rank
- #316
- Total Output Tokens
- 26,954
- Response Time (avg)
- 29.47s
- Total Cost
- $0.000
North Mini Code vs Qwen3 Coder Next (medium)
The average score is effectively tied at 4.7 vs 4.7. North Mini Code has the lower benchmark cost at $0.000 vs $0.069. Qwen3 Coder Next (medium) is faster at 16.97s vs 29.47s, with pass rates of 17.4% vs 24.6%.
Compared models
- Rank
- #319
- Total Output Tokens
- 40,395
- Response Time (avg)
- 16.97s
- Total Cost
- $0.069
Recommended model
Qwen3 Coder Next (medium)
It has the best score here (4.7), while responding about 1.7x faster than North Mini Code.
Detailed comparison
| Metric | North Mini Code North Mini Code none Free Available | Qwen3 Coder Next Qwen3 Coder Next medium |
|---|---|---|
| Score | 4.7 | 4.7 |
| Rank | #316 | #319 |
| Reliability | 8.9 | 10.0 |
| Consistency | 9.9 | 8.7 |
| Attempts | 63/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 17.4% | 24.6% |
| Flaky tests | 0 | 4 |
| Total Runs | 63 | 69 |
| Cost per result | 0.000 | 2.280 |
| Total Cost | $0.000 | $0.069 |
| Input Price | $0.000 / 1M | $0.120 / 1M |
| Output Price | $0.000 / 1M | $0.800 / 1M |
| Total Input Tokens | 177,989 | 311,647 |
| Output Tokens | 26,954 | 40,395 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 29.47s | 16.97s |
| Response Time (max) | 159.85s | 151.35s |
| Response Time (total) | 677.70s | 305.55s |
| Parameters | 30B total (3B active) | 80B total (3B active) |
| Availability | Open source | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#316 North Mini Code
none- Cost
- $0.000
- Time
- 266.1s
- Tokens
- 63,551 tok
#319 Qwen3 Coder Next
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 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 | 3.0 | 10.0 | 0.0% | 0 | 18.87s | 47,488 | 168 | 0 | |
| Qwen3 Coder Next | 5.0 | 10.0 | 0.0% | 0 | 151.35s | 163,444 | 21,326 | 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 | 3.0 | 10.0 | 0.0% | 0 | 22.48s | 402 | 4,075 | 0 | |
| Qwen3 Coder Next | 3.5 | 8.1 | 16.7% | 1 | 8.64s | 645 | 1,252 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 3.9 | 10.0 | 0.0% | 0 | 21.96s | 7,119 | 504 | 0 | |
| Qwen3 Coder Next | 3.7 | 7.2 | 22.2% | 1 | 924ms | 7,185 | 336 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 3.2 | 9.3 | 0.0% | 0 | 96.20s | 111,493 | 21,428 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 14.65s | 121,413 | 16,067 | 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 | 28.00s | 6,819 | 183 | 0 | |
| Qwen3 Coder Next | 6.5 | 10.0 | 50.0% | 0 | 81.80s | 7,758 | 246 | 0 |
| Domain specific | 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 | 14.73s | 630 | 14 | 0 | |
| Qwen3 Coder Next | 3.6 | 7.2 | 22.2% | 1 | 570ms | 762 | 25 | 0 |
| General Intelligence | 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 | 34.77s | 444 | 115 | 0 | |
| Qwen3 Coder Next | 6.3 | 3.4 | 66.7% | 1 | 1.39s | 498 | 142 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 6.5 | 10.0 | 50.0% | 0 | 30.68s | 597 | 57 | 0 | |
| Qwen3 Coder Next | 6.3 | 10.0 | 50.0% | 0 | 7.49s | 684 | 63 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 3.5 | 10.0 | 0.0% | 0 | 24.43s | 435 | 353 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 1.25s | 678 | 671 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| North Mini Code | 9.5 | 10.0 | 100.0% | 0 | 3.64s | 2,403 | 51 | 0 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 2.64s | 8,364 | 255 | 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 | 37.37s | 159 | 6 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 399ms | 216 | 12 | 0 |
Quick Compare
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