Model Comparison
M1 40k
vs. Qwen3.7 Plus
Comparing 2 AI models · 12 benchmarks · MiniMax, Alibaba
Recommended Pick
Al Qwen3.7 Plus 11 metric wins Strongest on: Throughput, Reasoning, Intelligence
Lowest Price
M1 40k
$0.00/1M input price
Best Reasoning
Qwen3.7 Plus
58.9 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3.7 Plus
46.5 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
M1 40k is ∞x cheaper on input tokens than Qwen3.7 Plus.
Reasoning gap
Qwen3.7 Plus leads M1 40k by 15.7 points on reasoning.
Coding gap
Qwen3.7 Plus leads M1 40k by 32.4 points on coding.
Top-pick rationale
Qwen3.7 Plus wins 11 measurable categories, including Throughput, Reasoning, Intelligence, Coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
M1 40k
MiniMax
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Qwen3.7 Plus
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Mi M1 40k | Top Pick Al Qwen3.7 Plus |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.40/1M |
| Output Cost | $0.00/1M | $1.16/1M |
| Blended (3:1) | — | $0.59/1M |
| Specifications | ||
| Organization | MiniMax | Alibaba |
| Release Date | Jun 17, 2025 | Jun 1, 2026 |
| Performance & Speed | ||
| Throughput | — | 53.2 tok/s |
| TTFT | — | 1280ms |
| Latency | — | 38874ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 43.2 | 58.9 |
| Intelligence | 20.9 | 53.3 |
| Coding | 14.1 | 46.5 |
| Math | 13.7 | — |
| Standard Benchmarks | ||
| GPQA | 68.2% | 90.0% |
| MMLU Pro | 80.8% | — |
| HLE | 7.5% | 33.4% |
| LiveCodeBench | 65.7% | — |
| MATH 500 | 97.2% | — |
| AIME 2025 | 13.7% | — |
| AIME (Original) | 81.3% | — |
| SciCode | 37.8% | 45.5% |
| LCR | 51.7% | 65.0% |
| IFBench | 41.2% | 78.0% |
| TAU-bench v2 | 31.6% | 93.0% |
| TerminalBench Hard | 2.3% | 47.0% |
Key Takeaways
M1 40k offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3.7 Plus has the strongest reasoning profile with a 58.9 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3.7 Plus reaches a 46.5 coding index, making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
M1 40k
- Cost-sensitive applications
- High-volume processing
Qwen3.7 Plus
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
