Nano Banana 2 (Gemini 3.1 Flash Image) vs Nano Banana 2 (Gemini 3.1 Flash Image Preview)
| Signal | Nano Banana 2 (Gemini 3.1 Flash Image) | Delta | Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
|---|---|---|---|
Capabilities | 86 | -- | |
Pricing | 97 | -- | |
Context window size | 91 | +5 | |
Recency | 100 | -- | |
Output Capacity | 88 | -6 | |
| Overall Result | 1 wins | of 5 | 1 wins |
Score History
40
current score
Tied
right now
40
current score
Nano Banana 2 (Gemini 3.1 Flash Image)
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
| Metric | Nano Banana 2 (Gemini 3.1 Flash Image) | Nano Banana 2 (Gemini 3.1 Flash Image Preview) | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #5 | #7 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Quality Rank | #5 | #7 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Adoption Rank | #5 | #7 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Parameters | -- | -- | -- |
| Context Window | 131K | 66K | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Pricing | $0.50/$3.00/M | $0.50/$3.00/M | -- |
| Signal Scores | |||
| Capabilities | 86 | 86 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Pricing | 97 | 97 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Context window size | 91 | 86 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Recency | 100 | 100 | Nano Banana 2 (Gemini 3.1 Flash Image) |
| Output Capacity | 88 | 94 | Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
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 40/100 (rank #5), placing it in the top 99% of all 290 models tracked.
Scores 40/100 (rank #7), placing it in the top 98% 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.
Choose Nano Banana 2 (Gemini 3.1 Flash Image) when you need:
- Processing long documents or large codebases (131K token context)
- Step-by-step reasoning and chain-of-thought problem solving
Choose Nano Banana 2 (Gemini 3.1 Flash Image Preview) when you need:
- Step-by-step reasoning and chain-of-thought problem solving
Both models are priced similarly, so the decision comes down to quality and features rather than cost.
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
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Nano Banana 2 (Gemini 3.1 Flash Image) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (131K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($3.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) 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
Nano Banana 2 (Gemini 3.1 Flash Image) and Nano Banana 2 (Gemini 3.1 Flash Image Preview) are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
Nano Banana 2 (Gemini 3.1 Flash Image)
Marginally better benchmark scores; both are excellent
Best for Cost
Nano Banana 2 (Gemini 3.1 Flash Image)
0% lower pricing; better value at scale
Best for Reliability
Nano Banana 2 (Gemini 3.1 Flash Image)
Higher uptime and faster response speeds
Best for Prototyping
Nano Banana 2 (Gemini 3.1 Flash Image)
Stronger community support and better developer experience
Best for Production
Nano Banana 2 (Gemini 3.1 Flash Image)
Wider enterprise adoption and proven at scale
by Google
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 0% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Nano Banana 2 (Gemini 3.1 Flash Image) | Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Nano Banana 2 (Gemini 3.1 Flash Image)
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Nano Banana 2 (Gemini 3.1 Flash Image) | Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
|---|---|---|
| Context Window | 131K | 66K |
| Max Output Tokens | 32,768 | 65,536 |
| Open Source | No | No |
| Created | Jun 18, 2026 | Feb 26, 2026 |