- Rank
- #273
- Total Output Tokens
- 1,818,271
- Response Time (avg)
- 140.39s
- Total Cost
- $0.000
North Mini Code (medium) vs Qwen3.5-35B-A3B
Qwen3.5-35B-A3B leads on average score with 5.6 vs 5.4. North Mini Code (medium) has the lower benchmark cost at $0.000 vs $0.213. Qwen3.5-35B-A3B is faster at 18.31s vs 140.39s, with pass rates of 42.0% vs 37.7%.
Compared models
- Rank
- #263
- Total Output Tokens
- 135,768
- Response Time (avg)
- 18.31s
- Total Cost
- $0.213
Recommended model
Qwen3.5-35B-A3B
It has the best score here (5.6), while responding about 7.7x faster than North Mini Code (medium).
Detailed comparison
| Metric | North Mini Code North Mini Code medium Free Available | Qwen3.5-35B-A3B Qwen3.5-35B-A3B none |
|---|---|---|
| Score | 5.4 | 5.6 |
| Rank | #273 | #263 |
| Reliability | 8.9 | 10.0 |
| Consistency | 8.6 | 8.6 |
| Attempts | 61/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 42.0% | 37.7% |
| Flaky tests | 4 | 4 |
| Total Runs | 61 | 69 |
| Cost per result | 0.000 | 3.135 |
| Total Cost | $0.000 | $0.213 |
| Input Price | $0.000 / 1M | $0.163 / 1M |
| Output Price | $0.000 / 1M | $1.300 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 166,347 | 218,886 |
| Output Tokens | 423,884 | 135,768 |
| Reasoning Tokens | 1,394,387 | 0 |
| Response Time (avg) | 140.39s | 18.31s |
| Response Time (max) | 786.72s | 209.15s |
| Response Time (total) | 3229.07s | 421.19s |
| Parameters | 30B total (3B active) | 35B 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.
#273 North Mini Code
medium- Cost
- $0.000
- Time
- 51.8s
- Tokens
- 12,460 tok
#263 Qwen3.5-35B-A3B
none- Cost
- $0.005
- Time
- 28.4s
- Tokens
- 4,518 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 | |
| Qwen3.5-35B-A3B | 3.9 | 9.6 | 0.0% | 0 | 141.22s | 84,356 | 49,152 | 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 | |
| Qwen3.5-35B-A3B | 3.4 | 7.9 | 16.7% | 1 | 1.43s | 696 | 574 | 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 | |
| Qwen3.5-35B-A3B | 5.5 | 10.0 | 33.3% | 0 | 1.39s | 7,808 | 571 | 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 | |
| Qwen3.5-35B-A3B | 3.8 | 5.8 | 33.3% | 1 | 128.29s | 107,066 | 84,104 | 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 | |
| Qwen3.5-35B-A3B | 10.0 | 10.0 | 100.0% | 0 | 1.16s | 7,794 | 243 | 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 | |
| Qwen3.5-35B-A3B | 5.3 | 10.0 | 33.3% | 0 | 507ms | 798 | 17 | 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 | |
| Qwen3.5-35B-A3B | 6.5 | 3.4 | 66.7% | 1 | 1.19s | 522 | 114 | 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 | |
| Qwen3.5-35B-A3B | 6.3 | 10.0 | 50.0% | 0 | 809ms | 711 | 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 | 3.3 | 10.0 | 0.0% | 0 | 19.70s | 543 | 2,215 | 2,485 | |
| Qwen3.5-35B-A3B | 3.7 | 7.4 | 22.2% | 1 | 1.35s | 714 | 655 | 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 | |
| Qwen3.5-35B-A3B | 10.0 | 10.0 | 100.0% | 0 | 2.30s | 8,211 | 264 | 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 | |
| Qwen3.5-35B-A3B | 3.0 | 10.0 | 0.0% | 0 | 493ms | 210 | 11 | 0 |
Quick Compare
Switch Comparison Pair
North Mini CodemediumFree AvailablevsHy4 previewlowNemotron 3 SupermediumFree AvailablevsQwen3.5-35B-A3BnoneNorth Mini CodemediumFree AvailablevsQwen3.8 27BnoneFree AvailableNorth Mini CodemediumFree AvailablevsMiMo-V2.6-FlashnoneNorth Mini CodemediumFree AvailablevsEmber-1noneSeed-2.0-CodenonevsNorth Mini CodemediumFree AvailableNorth Mini CodemediumFree AvailablevsGPT-5.6 LunanoneNorth Mini CodemediumFree AvailablevsGemma 4 26B A4BnoneFree AvailableNorth Mini CodemediumFree AvailablevsGranite 4.2 8BlowNorth Mini CodemediumFree AvailablevsGPT-6 LunanoneNorth Mini CodemediumFree AvailablevsGemini 2.5 FlashnoneNorth Mini CodemediumFree AvailablevsKimi K2.5none