Model Comparison
North Mini Code
vs. Qwen3 Coder Next
Comparing 2 AI models · 7 benchmarks · Cohere, Alibaba
Recommended Pick
Strongest on: Input price, Output price, Throughput
Lowest Price
North Mini Code
$0.00/1M input price
Best Reasoning
North Mini Code
35.4 reasoning score
Blends available reasoning benchmarks
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
North Mini Code is ∞x cheaper on input tokens than Qwen3 Coder Next.
Speed gap
North Mini Code generates about 1.1x as many tokens per second as Qwen3 Coder Next.
Reasoning gap
North Mini Code leads Qwen3 Coder Next by 0.7 points on reasoning.
Top-pick rationale
North Mini Code wins 10 measurable categories, including Input price, Output price, Throughput, TTFT.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
North Mini Code
Cohere
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Qwen3 Coder Next
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | Top Pick Co North Mini Code | Al Qwen3 Coder Next |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.35/1M |
| Output Cost | $0.00/1M | $1.20/1M |
| Blended (3:1) | — | $0.56/1M |
| Specifications | ||
| Organization | Cohere | Alibaba |
| Release Date | Jun 9, 2026 | Feb 3, 2026 |
| Performance & Speed | ||
| Throughput | 121.5 tok/s | 109.4 tok/s |
| TTFT | 219ms | 1049ms |
| Latency | 16682ms | 1049ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 35.4 | 34.7 |
| Intelligence | 20.6 | 21.2 |
| Standard Benchmarks | ||
| GPQA | 75.7% | 73.7% |
| HLE | 9.9% | 9.3% |
| SciCode | 38.2% | 32.3% |
| LCR | 32.3% | 40.0% |
| IFBench | 57.6% | 35.2% |
| TAU-bench v2 | 37.4% | 79.5% |
| TerminalBench Hard | 31.1% | 18.2% |
Key Takeaways
North Mini Code offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
North Mini Code has the strongest reasoning profile with a 35.4 reasoning score, combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
North Mini Code
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
Qwen3 Coder Next
- General-purpose AI
- Versatile applications