- Rank
- #324
- Total Output Tokens
- 26,954
- Response Time (avg)
- 29.47s
- Total Cost
- $0.000
North Mini Code vs GLM 4.7 Flash
GLM 4.7 Flash leads on average score with 4.8 vs 4.7. North Mini Code has the lower benchmark cost at $0.000 vs $0.027. GLM 4.7 Flash is faster at 13.04s vs 29.47s, with pass rates of 17.4% vs 29.0%.
Compared models
- Rank
- #321
- Total Output Tokens
- 27,395
- Response Time (avg)
- 13.04s
- Total Cost
- $0.027
Recommended model
GLM 4.7 Flash
It has the best score here (4.8), while responding about 2.3x faster than North Mini Code.
Detailed comparison
| Metric | North Mini Code North Mini Code none Free Available | GLM 4.7 Flash GLM 4.7 Flash none |
|---|---|---|
| Score | 4.7 | 4.8 |
| Rank | #324 | #321 |
| Reliability | 8.9 | 10.0 |
| Consistency | 9.9 | 8.9 |
| Attempts | 63/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 17.4% | 29.0% |
| Flaky tests | 0 | 3 |
| Total Runs | 63 | 69 |
| Cost per result | 0.000 | 0.528 |
| Total Cost | $0.000 | $0.027 |
| Input Price | $0.000 / 1M | $0.061 / 1M |
| Output Price | $0.000 / 1M | $0.400 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 177,989 | 255,363 |
| Output Tokens | 26,954 | 27,395 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 29.47s | 13.04s |
| Response Time (max) | 159.85s | 97.15s |
| Response Time (total) | 677.70s | 221.61s |
| Parameters | 30B total (3B active) | 30B total (3B active) |
| Availability | Open source | Open source |
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.
#324 North Mini Code
none- Cost
- $0.000
- Time
- 266.1s
- Tokens
- 63,551 tok
#321 GLM 4.7 Flash
none
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 | |
| GLM 4.7 Flash | 5.0 | 10.0 | 0.0% | 0 | 80.73s | 153,850 | 4,403 | 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 | |
| GLM 4.7 Flash | 5.2 | 7.9 | 41.7% | 1 | 5.51s | 555 | 438 | 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 | |
| GLM 4.7 Flash | 4.3 | 10.0 | 0.0% | 0 | 2.54s | 7,256 | 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 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 50.18s | 77,084 | 21,175 | 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 | |
| GLM 4.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 4.82s | 7,107 | 196 | 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 | |
| GLM 4.7 Flash | 5.3 | 10.0 | 33.3% | 0 | 2.22s | 696 | 19 | 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 | |
| GLM 4.7 Flash | 4.0 | 10.0 | 0.0% | 0 | 1.59s | 477 | 134 | 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 | |
| GLM 4.7 Flash | 6.5 | 10.0 | 50.0% | 0 | 888ms | 636 | 62 | 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 | |
| GLM 4.7 Flash | 6.4 | 10.0 | 33.3% | 0 | 1.20s | 609 | 97 | 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 | |
| GLM 4.7 Flash | 2.8 | 1.6 | 33.3% | 1 | 7.05s | 6,907 | 212 | 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 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 692ms | 186 | 9 | 0 |
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