- Rank
- #355
- Total Output Tokens
- 26,954
- Response Time (avg)
- 29.47s
- Total Cost
- $0.000
North Mini Code (default) vs Mercury 2.5 Preview (default)
The average score is effectively tied at 4.7 vs 4.7. North Mini Code (default) has the lower benchmark cost at $0.000 vs $0.023. Mercury 2.5 Preview (default) is faster at 7.05s vs 29.47s, with pass rates of 17.4% vs 29.0%.
Compared models
- Rank
- #353
- Total Output Tokens
- 86,367
- Response Time (avg)
- 7.05s
- Total Cost
- $0.023
Recommended model
Mercury 2.5 Preview (default)
It has the best score here (4.7), while responding about 4.2x faster than North Mini Code (default).
Detailed comparison
| Metric | North Mini Code North Mini Code default Free Available | Mercury 2.5 Preview Mercury 2.5 Preview default |
|---|---|---|
| Score | 4.7 | 4.7 |
| Rank | #355 | #353 |
| Reliability | 8.9 | 9.9 |
| Consistency | 9.9 | 8.3 |
| Attempts | 63/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 17.4% | 29.0% |
| Flaky tests | 0 | 5 |
| Total Runs | 63 | 69 |
| Cost per result | 0.000 | 0.559 |
| Total Cost | $0.000 | $0.023 |
| Input Price | $0.000 / 1M | $0.040 / 1M |
| Output Price | $0.000 / 1M | $0.150 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 177,989 | 250,541 |
| Output Tokens | 26,954 | 86,367 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 29.47s | 7.05s |
| Response Time (max) | 159.85s | 84.96s |
| Response Time (total) | 677.70s | 162.25s |
| Parameters | 30B total (3B active) | ~100B |
| Availability | Open source | 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.
#355 North Mini Code
default- Cost
- $0.000
- Time
- 266.1s
- Tokens
- 63,551 tok
#353 Mercury 2.5 Preview
default
Invalid SVG
- Cost
- $0.001
- Time
- 3.3s
- Tokens
- 3,122 tok
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 | |
| Mercury 2.5 Preview | 3.9 | 9.6 | 0.0% | 0 | 84.96s | 120,245 | 3,782 | 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 | |
| Mercury 2.5 Preview | 3.8 | 8.3 | 16.7% | 1 | 655ms | 812 | 256 | 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 | |
| Mercury 2.5 Preview | 4.7 | 7.9 | 22.2% | 1 | 459ms | 7,850 | 650 | 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 | |
| Mercury 2.5 Preview | 3.0 | 10.0 | 0.0% | 0 | 31.28s | 101,129 | 80,273 | 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 | |
| Mercury 2.5 Preview | 6.3 | 5.8 | 66.7% | 1 | 1.04s | 8,333 | 672 | 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 | |
| Mercury 2.5 Preview | 3.6 | 7.2 | 22.2% | 1 | 631ms | 875 | 40 | 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 | |
| Mercury 2.5 Preview | 5.0 | 10.0 | 0.0% | 0 | 482ms | 544 | 85 | 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 | |
| Mercury 2.5 Preview | 6.3 | 10.0 | 50.0% | 0 | 1.26s | 753 | 73 | 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 | |
| Mercury 2.5 Preview | 5.6 | 7.4 | 44.4% | 1 | 684ms | 796 | 292 | 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 | |
| Mercury 2.5 Preview | 10.0 | 10.0 | 100.0% | 0 | 1.29s | 8,969 | 229 | 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 | |
| Mercury 2.5 Preview | 3.0 | 10.0 | 0.0% | 0 | 419ms | 235 | 15 | 0 |
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