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GPT-5 Image Mini vs Nano Banana Pro (Gemini 3 Pro Image Preview)

Signal-by-Signal Comparison
SignalGPT-5 Image MiniDeltaNano Banana Pro (Gemini 3 Pro Image Preview)
Capabilities
86
--
86
Benchmarks
88
+88
0
Pricing
98
+10
88
Context window size
100
+14
86
Recency
79
-6
85
Output Capacity
100
+12
88
Overall Result
4 wins
of 6
1 wins
GPT-5 Image Mini wins 4 of 6 signals

Score History

Score History (25 data points)
GPT-5 Image MiniNano Banana Pro (Gemini 3 Pro Image Preview)
GPT-5 Image Mini

88.5

current score

Leader

GPT-5 Image Mini

right now

Nano Banana Pro (Gemini 3 Pro Image Preview)

40

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

GPT-5 Image Mini

OpenAI

Best Value
Per request$0.003500
Daily$11.67
Monthly$350.00
Annual$4200.00

Nano Banana Pro (Gemini 3 Pro Image Preview)

Google

Per request$0.008000
Daily$26.67
Monthly$800.00
Annual$9600.00

GPT-5 Image Mini saves you $450.00/month

That's $5400.00/year compared to Nano Banana Pro (Gemini 3 Pro Image Preview) at your current usage level of 100K calls/month.

56% cheaper
Choose GPT-5 Image Mini for cost optimization

GPT-5 Image Mini pricing:
Input:$2.50/M tokens
Output:$2.00/M tokens
Nano Banana Pro (Gemini 3 Pro Image Preview) pricing:
Input:$2.00/M tokens
Output:$12.00/M tokens
Winner
GPT-5 Image Mini

OpenAI

89

Composite Score

Signal-by-Signal Comparison
MetricGPT-5 Image MiniNano Banana Pro (Gemini 3 Pro Image Preview)Winner
Overall Score
89
40
GPT-5 Image Mini
Rank#2#8
GPT-5 Image Mini
Quality Rank#2#8
GPT-5 Image Mini
Adoption Rank#2#8
GPT-5 Image Mini
Parameters------
Context Window400K66K
GPT-5 Image Mini
Pricing$2.50/$2.00/M$2.00/$12.00/M--
Signal Scores
Capabilities
86
86
GPT-5 Image Mini
Benchmarks
88
--
GPT-5 Image Mini
Pricing
98
88
GPT-5 Image Mini
Context window size
100
86
GPT-5 Image Mini
Recency
79
85
Nano Banana Pro (Gemini 3 Pro Image Preview)
Output Capacity
100
88
GPT-5 Image Mini
Benchmark Head-to-Head(11 benchmarks)
GPT-5 Image: 0Nano Banana: 0
GPT-5 Image
Nano Banana
Normalized 0-100%
MMLU
93%-
MMLU-Pro
84.5%-
GPQA Diamond
85%-
MATH-500
92.5%-
HumanEval
96.5%-
SWE-bench Verified
75%-
IFEval
92%-
BBH
90.5%-
Arena Elo
1465-
LiveBench
76%-
HLE
35%-
Benchmark Interpretation

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.

GPT-5 Image MiniElite Tier

Scores 89/100 (rank #2), placing it in the top 100% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Nano Banana Pro (Gemini 3 Pro Image Preview)Entry Level

Scores 40/100 (rank #8), placing it in the top 98% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

GPT-5 Image Mini has a 49-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose GPT-5 Image Mini when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (400K token context)
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Nano Banana Pro (Gemini 3 Pro Image Preview) when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
GPT-5 Image MiniBest Value
Input cost$2.50/M tokens
Output cost$2.00/M tokens
Cost per quality point$0.051
Est. monthly (1M tokens/day)$67.50
Nano Banana Pro (Gemini 3 Pro Image Preview)
Input cost$2.00/M tokens
Output cost$12.00/M tokens
Cost per quality point$0.350
Est. monthly (1M tokens/day)$210.00

GPT-5 Image Mini offers 68% better value per quality point. At 1M tokens/day, you'd spend $67.50/month with GPT-5 Image Mini vs $210.00/month with Nano Banana Pro (Gemini 3 Pro Image Preview) - a $142.50 monthly difference.

Latency & Speed
GPT-5 Image MiniFaster
Speed score0/100
Nano Banana Pro (Gemini 3 Pro Image Preview)
Speed score0/100

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.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

GPT-5 Image Mini

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-5 Image Mini also offers lower per-token costs for high-volume support

GPT-5 Image Mini

Long document analysis

Larger context window (400K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-5 Image Mini

Batch data extraction

Lower output pricing ($2.00/M) reduces costs when processing thousands of records daily

GPT-5 Image Mini

Creative writing & content

Higher overall composite score (89/100) correlates with better nuance, coherence, and style in long-form content

GPT-5 Image Mini

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

GPT-5 Image Mini
Which Should You Choose?
Our recommendation:
GPT-5 Image Mini

GPT-5 Image Mini clearly outperforms Nano Banana Pro (Gemini 3 Pro Image Preview) with a significant 48.5-point lead. For most general use cases, GPT-5 Image Mini is the stronger choice. However, Nano Banana Pro (Gemini 3 Pro Image Preview) may still excel in niche scenarios.

GPT-5 Image Mini
Recommended

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 68% 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

by Google

Consider for specialized use cases.

Capability Comparison
CapabilityGPT-5 Image MiniNano Banana Pro (Gemini 3 Pro Image Preview)
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-5 Image Mini

OpenAI

Best Value
$6.90
estimated monthly cost

Nano Banana Pro (Gemini 3 Pro Image Preview)

Google

$18.00
estimated monthly cost

GPT-5 Image Mini saves you $11.10/month

That's 62% cheaper than Nano Banana Pro (Gemini 3 Pro Image Preview) 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.

Parameters & Context
ParameterGPT-5 Image MiniNano Banana Pro (Gemini 3 Pro Image Preview)
Context Window400K66K
Max Output Tokens128,00032,768
Open SourceNoNo
CreatedOct 16, 2025Nov 20, 2025
Frequently Asked Questions

GPT-5 Image Mini leverages OpenAI's latest architecture optimizations that deliver superior image generation quality at $2/M output tokens versus Nano Banana Pro's $12/M. The 43-point score gap reflects GPT-5 Image Mini's advantages in function calling and web search capabilities, which enable more sophisticated image generation workflows that Google's preview model can't match.

The 6.1x larger context window (400K vs 66K tokens) allows GPT-5 Image Mini to handle multi-page design briefs, extensive style references, and detailed scene descriptions in a single request. At 10M requests monthly, you'd save approximately $100,000/month using GPT-5 Image Mini ($20K vs $120K output costs), while also avoiding the token limit errors that would force you to chunk prompts with Nano Banana Pro.

Nano Banana Pro remains viable for organizations already invested in Google's Vertex AI ecosystem who need basic image generation without function calling or web search. Its 33K max output tokens still exceed many use cases, and teams using Gemini models elsewhere may accept the 6x output cost premium ($12/M vs $2/M) to maintain single-vendor simplicity.

Without function calling, Nano Banana Pro can't dynamically invoke external tools for asset validation, style checking, or automated post-processing - forcing developers to build separate orchestration layers. GPT-5 Image Mini's function calling enables direct integration with image optimization APIs and quality assessment tools, which partially explains its perfect 100/100 score versus Nano Banana Pro's 57/100.

GPT-5 Image Mini's 'text+image+file->text+image' modality means it can process PDFs, documents, and structured data files alongside images, enabling workflows like generating images from design specifications or brand guidelines. Nano Banana Pro's limited 'text+image->text+image' modality restricts it to basic image-to-image transformations, contributing to its #4 ranking versus GPT-5 Image Mini's #1 position among 14 models.

Last updated: 25m ago

相关对比

GPT-5 Image Mini vs Nano Banana Pro (Gemini 3 Pro Image Preview) (2026) | LM Market Cap