- Rank
- #273
- Total Output Tokens
- 1,818,271
- Response Time (avg)
- 140.39s
- Total Cost
- $0.000
North Mini Code (medium) vs Gemma 4 26B A4B
Gemma 4 26B A4B 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. Gemma 4 26B A4B is faster at 10.55s vs 140.39s, with pass rates of 42.0% vs 42.0%.
Compared models
- Rank
- #268
- Total Output Tokens
- 17,306
- Response Time (avg)
- 10.55s
- Total Cost
- $0.026
Recommended model
Gemma 4 26B A4B
It has the best score here (5.5), while responding about 13.3x faster than North Mini Code (medium).
Detailed comparison
| Metric | North Mini Code North Mini Code medium Free Available | Gemma 4 26B A4B Gemma 4 26B A4B none Free Available |
|---|---|---|
| Score | 5.4 | 5.5 |
| Rank | #273 | #268 |
| Reliability | 8.9 | 10.0 |
| Consistency | 8.6 | 9.6 |
| Attempts | 61/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 42.0% | 42.0% |
| Flaky tests | 4 | 1 |
| Total Runs | 61 | 69 |
| Cost per result | 0.000 | 0.339 |
| Total Cost | $0.000 | $0.026 |
| Input Price | $0.000 / 1M | $0.077 / 1M |
| Output Price | $0.000 / 1M | $0.255 / 1M |
| Total Input Tokens | 166,347 | 280,126 |
| Output Tokens | 423,884 | 17,306 |
| Reasoning Tokens | 1,394,387 | 0 |
| Response Time (avg) | 140.39s | 10.55s |
| Response Time (max) | 786.72s | 75.76s |
| Response Time (total) | 3229.07s | 242.57s |
| Parameters | 30B total (3B active) | 25.2B total (3.8B 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.
#273 North Mini Code
medium- Cost
- $0.000
- Time
- 51.8s
- Tokens
- 12,460 tok
#268 Gemma 4 26B A4B
none- Cost
- $0.001
- Time
- 39.5s
- Tokens
- 790 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 | |
| Gemma 4 26B A4B | 5.0 | 10.0 | 0.0% | 0 | 75.76s | 148,869 | 1,525 | 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 | |
| Gemma 4 26B A4B | 8.3 | 10.0 | 75.0% | 0 | 1.28s | 852 | 230 | 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 | |
| Gemma 4 26B A4B | 3.7 | 7.2 | 22.2% | 1 | 4.16s | 7,736 | 476 | 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 | |
| Gemma 4 26B A4B | 3.0 | 10.0 | 0.0% | 0 | 37.23s | 104,894 | 14,266 | 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 | |
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 1.70s | 8,352 | 285 | 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 | |
| Gemma 4 26B A4B | 5.3 | 10.0 | 33.3% | 0 | 2.10s | 878 | 27 | 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 | |
| Gemma 4 26B A4B | 4.0 | 10.0 | 0.0% | 0 | 3.54s | 576 | 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 | 9.8 | 10.0 | 100.0% | 0 | 15.43s | 379 | 909 | 1,339 | |
| Gemma 4 26B A4B | 6.3 | 10.0 | 50.0% | 0 | 690ms | 795 | 75 | 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 | |
| Gemma 4 26B A4B | 6.2 | 10.0 | 33.3% | 0 | 744ms | 828 | 114 | 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 | |
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 57.10s | 6,123 | 210 | 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 | |
| Gemma 4 26B A4B | 3.0 | 10.0 | 0.0% | 0 | 778ms | 223 | 13 | 0 |
Quick Compare
Switch Comparison Pair
North Mini CodemediumFree AvailablevsHy4 previewlowNorth Mini CodemediumFree AvailablevsQwen3.8 27BnoneFree AvailableNorth Mini CodemediumFree AvailablevsMiMo-V2.6-FlashnoneNorth Mini CodemediumFree AvailablevsEmber-1noneSeed-2.0-CodenonevsNorth Mini CodemediumFree AvailableGemma 4 26B A4BnoneFree AvailablevsNemotron 3 SupermediumFree AvailableNorth Mini CodemediumFree AvailablevsGPT-5.6 LunanoneNorth Mini CodemediumFree AvailablevsGranite 4.2 8BlowNorth Mini CodemediumFree AvailablevsGPT-6 LunanoneNorth Mini CodemediumFree AvailablevsGemini 2.5 FlashnoneGemma 4 26B A4BnoneFree AvailablevsHy4 previewlowNorth Mini CodemediumFree AvailablevsKimi K2.5none