MiniMax: MiniMax M2 vs Google: Nano Banana Pro (Gemini 3 Pro Image Preview): Which AI Model Is Better?
Updated March 24, 2026· Based on independent benchmark data
Quick Verdict
MiniMax: MiniMax M2 and Google: Nano Banana Pro (Gemini 3 Pro Image Preview) are virtually tied on intelligence (49.6 vs 48.4). MiniMax: MiniMax M2 is 7.8x cheaper at $0.26/1M tokens vs $2.00/1M. For speed, Google: Nano Banana Pro (Gemini 3 Pro Image Preview) wins at 119 tok/s vs 44 tok/s.
Head-to-Head Comparison
| Metric | MiniMax: MiniMax M2 | Google: Nano Banana Pro (Gemini 3 Pro Image Preview) |
|---|---|---|
| Intelligence Score | 49.6 | 48.4 |
| Coding Score | 41.9 | 46.5 |
| Math Score | N/A | 95.7 |
| Speed (tok/s) | 44 tok/s | 119 tok/s |
| Latency (TTFT) | 2.03s | 21.66s |
| Input Price / 1M tokens | $0.26 | $2.00 |
| Output Price / 1M tokens | $1.00 | $12 |
| Context Window | 197K | 66K |
| Max Output Tokens | 197K | 33K |
| Input Modalities | Text | Image + Text |
| Output Modalities | Text | Image + Text |
| Free Tier | No | No |
Detailed Analysis
Intelligence & Quality
MiniMax: MiniMax M2 and Google: Nano Banana Pro (Gemini 3 Pro Image Preview) perform similarly on overall intelligence, scoring 49.6 and 48.4 respectively. For coding tasks, Google: Nano Banana Pro (Gemini 3 Pro Image Preview) has the edge with a coding score of 46.5 vs 41.9.
Speed & Latency
Google: Nano Banana Pro (Gemini 3 Pro Image Preview) generates output significantly faster at 119 tok/s compared to MiniMax: MiniMax M2's 44 tok/s, making it 2.7x faster for streaming responses. Time to first token is 2.03s for MiniMax: MiniMax M2 vs 21.66s for Google: Nano Banana Pro (Gemini 3 Pro Image Preview), which affects perceived responsiveness in interactive applications.
Pricing
MiniMax: MiniMax M2 is more affordable at $0.26/1M input tokens ($1.00/1M output), while Google: Nano Banana Pro (Gemini 3 Pro Image Preview) costs $2.00/1M input ($12/1M output). That makes Google: Nano Banana Pro (Gemini 3 Pro Image Preview) 7.8x more expensive per token, which can add up significantly at scale. For a typical workload of 100 requests per day at 2,000 tokens each, MiniMax: MiniMax M2 would cost approximately $1.53/month vs $12.00/month for Google: Nano Banana Pro (Gemini 3 Pro Image Preview) in input costs alone.
Context Window
MiniMax: MiniMax M2 offers a larger context window at 197K tokens compared to Google: Nano Banana Pro (Gemini 3 Pro Image Preview)'s 66K. This means MiniMax: MiniMax M2 can process roughly 98 pages of text in a single request vs 33 pages for Google: Nano Banana Pro (Gemini 3 Pro Image Preview). For output length, MiniMax: MiniMax M2 can generate up to 197K tokens per response vs 33K for Google: Nano Banana Pro (Gemini 3 Pro Image Preview).
Best Use Cases
Choose MiniMax: MiniMax M2 when you need lower cost, larger context window (197K). Choose Google: Nano Banana Pro (Gemini 3 Pro Image Preview) when you need stronger coding performance (46.5), faster output (119 tok/s).
Choose MiniMax: MiniMax M2 if:
- ✓You need higher intelligence (score: 49.6 vs 48.4)
- ✓You want lower latency (2.03s vs 21.66s TTFT)
- ✓Budget is a concern ($0.26/1M vs $2.00/1M)
- ✓You need a larger context window (197K vs 66K)
Choose Google: Nano Banana Pro (Gemini 3 Pro Image Preview) if:
- ✓You prioritize coding performance (score: 46.5 vs 41.9)
- ✓You need faster throughput (119 tok/s vs 44 tok/s)
- ✓You need image understanding (Supports image input)
Frequently Asked Questions
Is MiniMax: MiniMax M2 better than Google: Nano Banana Pro (Gemini 3 Pro Image Preview) for coding?
Google: Nano Banana Pro (Gemini 3 Pro Image Preview) scores higher on coding benchmarks (46.5 vs 41.9), making it the better choice for programming tasks.
Which is cheaper, MiniMax: MiniMax M2 or Google: Nano Banana Pro (Gemini 3 Pro Image Preview)?
MiniMax: MiniMax M2 is cheaper at $0.26/1M input tokens vs $2.00/1M for Google: Nano Banana Pro (Gemini 3 Pro Image Preview).
Is MiniMax: MiniMax M2 faster than Google: Nano Banana Pro (Gemini 3 Pro Image Preview)?
Google: Nano Banana Pro (Gemini 3 Pro Image Preview) is faster, producing output at 119 tok/s compared to MiniMax: MiniMax M2's 44 tok/s.
Can MiniMax: MiniMax M2 process images?
No, MiniMax: MiniMax M2 does not support image input. However, Google: Nano Banana Pro (Gemini 3 Pro Image Preview) does support images.
Which has a larger context window, MiniMax: MiniMax M2 or Google: Nano Banana Pro (Gemini 3 Pro Image Preview)?
MiniMax: MiniMax M2 has a larger context window at 197K compared to Google: Nano Banana Pro (Gemini 3 Pro Image Preview)'s 66K.
Should I use MiniMax: MiniMax M2 or Google: Nano Banana Pro (Gemini 3 Pro Image Preview)?
Both models perform similarly on intelligence benchmarks. Choose based on specific needs: pricing, speed, context window, or provider ecosystem.
Related Comparisons
Benchmark data by Artificial Analysis
Data last synced: March 24, 2026