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Nano Banana Pro (Gemini 3 Pro Image Preview) vs UI-TARS 7B

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Nano Banana Pro (Gemini 3 Pro Image Preview) and UI-TARS 7B.

Google

Nano Banana Pro (Gemini 3 Pro Image Preview)

Nano Banana Pro is Google’s most advanced image-generation and editing model, built on Gemini 3 Pro. It extends the original Nano Banana with significantly improved multimodal reasoning, real-world grounding, and...

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ByteDance

UI-TARS 7B

UI-TARS-1.5 is a multimodal vision-language agent optimized for GUI-based environments, including desktop interfaces, web browsers, mobile systems, and games. Built by ByteDance, it builds upon the UI-TARS framework with reinforcement...

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Technical Specifications

SpecificationNano Banana Pro (Gemini 3 Pro Image Preview)UI-TARS 7B
ProviderGoogleByteDance
Context Window65,536 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-11-202025-07-22

API Pricing Comparison

Input Price per Million Tokens

Nano Banana Pro (Gemini 3 Pro Image Preview)

$2.00

UI-TARS 7B

$0.10

Output Price per Million Tokens

Nano Banana Pro (Gemini 3 Pro Image Preview)

$12.00

UI-TARS 7B

$0.20

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs7350.0%
Nano Banana Pro (Gemini 3 Pro Image Preview)
UI-TARS 7B
HumanEvalPython coding & logic synthesis
N/Avs8020.0%
Nano Banana Pro (Gemini 3 Pro Image Preview)
UI-TARS 7B
MATHComplex mathematical problem solving
N/Avs4050.0%
Nano Banana Pro (Gemini 3 Pro Image Preview)
UI-TARS 7B
GPQAGraduate-level expert reasoning
N/Avs3000.0%
Nano Banana Pro (Gemini 3 Pro Image Preview)
UI-TARS 7B
HellaSwagCommonsense reasoning and inference
N/Avs7800.0%
Nano Banana Pro (Gemini 3 Pro Image Preview)
UI-TARS 7B
MT-BenchMulti-turn conversation flow quality
N/Avs805.0%
Nano Banana Pro (Gemini 3 Pro Image Preview)
UI-TARS 7B

Nano Banana Pro (Gemini 3 Pro Image Preview) Quirks & Gotchas

No developer gotchas reported.

UI-TARS 7B Quirks & Gotchas

No developer gotchas reported.