- Rank
- #316
- Total Output Tokens
- 26,954
- Response Time (avg)
- 29.47s
- Total Cost
- $0.000
North Mini Code vs Granite 4.2 8B (high)
The average score is effectively tied at 4.7 vs 4.7. North Mini Code has the lower benchmark cost at $0.000 vs $0.161. North Mini Code is faster at 29.47s vs 235.35s, with pass rates of 17.4% vs 37.7%.
Compared models
- Rank
- #318
- Total Output Tokens
- 661,367
- Response Time (avg)
- 235.35s
- Total Cost
- $0.161
Recommended model
North Mini Code
It has the best score here (4.7), while responding about 8.0x faster than Granite 4.2 8B (high).
Detailed comparison
| Metric | North Mini Code North Mini Code none Free Available | Granite 4.2 8B Granite 4.2 8B high |
|---|---|---|
| Score | 4.7 | 4.7 |
| Rank | #316 | #318 |
| Reliability | 8.9 | 8.2 |
| Consistency | 9.9 | 6.4 |
| Attempts | 63/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 17.4% | 37.7% |
| Flaky tests | 0 | 10 |
| Total Runs | 63 | 69 |
| Cost per result | 0.000 | 2.751 |
| Total Cost | $0.000 | $0.161 |
| Input Price | $0.000 / 1M | $0.060 / 1M |
| Output Price | $0.000 / 1M | $0.250 / 1M |
| Total Input Tokens | 177,989 | 282,658 |
| Output Tokens | 26,954 | 198,563 |
| Reasoning Tokens | 0 | 462,804 |
| Response Time (avg) | 29.47s | 235.35s |
| Response Time (max) | 159.85s | 685.87s |
| Response Time (total) | 677.70s | 5413.09s |
| Parameters | 30B total (3B active) | 8B |
| 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
#318 IBM: Granite 4.2 8B
high
Provider returned error
- Cost
- $0.000
- Time
- 0.2s
- 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 | |
| Granite 4.2 8B | 5.0 | 10.0 | 0.0% | 0 | 223.46s | 239,380 | 17,480 | 31,672 |
| 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 | |
| Granite 4.2 8B | 6.9 | 5.8 | 75.0% | 2 | 205.31s | 507 | 8,350 | 12,250 |
| 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 | |
| Granite 4.2 8B | 3.8 | 4.3 | 33.3% | 2 | 515.34s | 7,047 | 42,438 | 154,749 |
| 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 | |
| Granite 4.2 8B | 5.0 | 6.8 | 33.3% | 1 | 570.43s | 18,410 | 16,478 | 60,329 |
| 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 | |
| Granite 4.2 8B | 3.8 | 5.8 | 33.3% | 1 | 56.55s | 6,779 | 1,368 | 3,999 |
| 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 | |
| Granite 4.2 8B | 2.9 | 7.2 | 11.1% | 1 | 167.15s | 498 | 81,004 | 122,013 |
| 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 | |
| Granite 4.2 8B | 5.5 | 10.0 | 0.0% | 0 | 16.37s | 534 | 5,762 | 5,800 |
| 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 | |
| Granite 4.2 8B | 6.4 | 5.8 | 66.7% | 1 | 87.47s | 483 | 2,191 | 13,223 |
| 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 | |
| Granite 4.2 8B | 2.9 | 4.4 | 22.2% | 2 | 202.69s | 467 | 14,348 | 19,827 |
| 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 | |
| Granite 4.2 8B | 10.0 | 10.0 | 100.0% | 0 | 15.08s | 8,331 | 893 | 4,841 |
| 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 | |
| Granite 4.2 8B | 3.0 | 10.0 | 0.0% | 0 | 252.49s | 222 | 8,251 | 34,101 |
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