| Signal | MiniMax M2.1 | Delta | Qwen3 VL 235B A22B Instruct |
|---|---|---|---|
Capabilities | 67 | -- | |
Benchmarks | 70 | +2 | |
Pricing | 99 | -- | |
Context window size | 84 | -2 | |
Recency | 100 | +3 | |
Output Capacity | 88 | +68 | |
| Overall Result | 3 wins | of 6 | 1 wins |
Score History
69.9
current score
MiniMax M2.1
right now
69.6
current score
MiniMax
Alibaba
Qwen3 VL 235B A22B Instruct saves you $12.50/month
That's $150.00/year compared to MiniMax M2.1 at your current usage level of 100K calls/month.
| Metric | MiniMax M2.1 | Qwen3 VL 235B A22B Instruct | Winner |
|---|---|---|---|
| Overall Score | 70 | 70 | MiniMax M2.1 |
| Rank | #92 | #93 | MiniMax M2.1 |
| Quality Rank | #92 | #93 | MiniMax M2.1 |
| Adoption Rank | #92 | #93 | MiniMax M2.1 |
| Parameters | -- | 235B | -- |
| Context Window | 197K | 262K | Qwen3 VL 235B A22B Instruct |
| Pricing | $0.29/$0.95/M | $0.20/$0.88/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 67 | MiniMax M2.1 |
| Benchmarks | 70 | 69 | MiniMax M2.1 |
| Pricing | 99 | 99 | MiniMax M2.1 |
| Context window size | 84 | 86 | Qwen3 VL 235B A22B Instruct |
| Recency | 100 | 97 | MiniMax M2.1 |
| Output Capacity | 88 | 20 | MiniMax M2.1 |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 70/100 (rank #92), placing it in the top 69% of all 290 models tracked.
Scores 70/100 (rank #93), placing it in the top 68% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Qwen3 VL 235B A22B Instruct offers 13% better value per quality point. At 1M tokens/day, you'd spend $16.20/month with Qwen3 VL 235B A22B Instruct vs $18.60/month with MiniMax M2.1 - a $2.40 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Qwen3 VL 235B A22B Instruct also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.88/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (70/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
MiniMax M2.1 and Qwen3 VL 235B A22B Instruct are extremely close in overall performance (only 0.30000000000001137 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
MiniMax M2.1
Marginally better benchmark scores; both are excellent
Best for Cost
Qwen3 VL 235B A22B Instruct
13% lower pricing; better value at scale
Best for Reliability
MiniMax M2.1
Higher uptime and faster response speeds
Best for Prototyping
MiniMax M2.1
Stronger community support and better developer experience
Best for Production
MiniMax M2.1
Wider enterprise adoption and proven at scale
by MiniMax
| Capability | MiniMax M2.1 | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
MiniMax
Alibaba
Qwen3 VL 235B A22B Instruct saves you $0.2460/month
That's 15% cheaper than MiniMax M2.1 at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | MiniMax M2.1 | Qwen3 VL 235B A22B Instruct |
|---|---|---|
| Context Window | 197K | 262K |
| Max Output Tokens | 196,608 | -- |
| Open Source | Yes | Yes |
| Created | Dec 23, 2025 | Sep 23, 2025 |