HummingBytes benchmark · Tested March 2026

Nano Banana Pro vs Seedream 4.5: Full Image Model Comparison (2026)

Seedream 4.5 is the cheaper portrait-first default, while Nano Banana Pro is the premium pick when realism, UI mockups, and harder prompts matter more than cost.

The practical split is simple: use Seedream 4.5 for lower-cost portrait batches and face fidelity, and move to Nano Banana Pro when the brief depends on landmark accuracy, live knowledge, spatial reasoning, or stricter editing stability.

Nano Banana Pro vs Seedream 4.5 (Quick Summary)

Here is the fastest way to understand the tradeoff.

Price (4K image)

Seedream 4.5

5 credits

Nano Banana Pro

30 credits

Speed (4K)

Seedream 4.5

~45 seconds

Nano Banana Pro

60-120 seconds

Best at

Seedream 4.5

Portraits + face fidelity

Nano Banana Pro

Maximum realism + versatility

Prompt adherence

Seedream 4.5

Excellent

Nano Banana Pro

Excellent + system-level control

Subject resemblance

Seedream 4.5

Best-in-class

Nano Banana Pro

Can drift unless prompted carefully

Text rendering

Seedream 4.5

Very strong

Nano Banana Pro

Strong, especially for infographics

UI/UX mockups

Seedream 4.5

Decent

Nano Banana Pro

Best-in-world

Real-world accuracy

Seedream 4.5

Good

Nano Banana Pro

Outstanding (landmarks, products, cars)

Spatial Reasoning

Seedream 4.5

Basic (Often fails physics/reflections)

Nano Banana Pro

Advanced (Understands 3D logic & light)

Knowledge Cut-off

Seedream 4.5

Frozen (Past training data only)

Nano Banana Pro

Live (Real-time web access)

Chart Accuracy

Seedream 4.5

Low (Hallucinates numbers)

Nano Banana Pro

High (Fetches real data)

HummingBytes Image Model Benchmark

A repeatable framework we use to compare model behavior under the same constraints.

Both models are evaluated using matched prompts and settings. We review side by side and score each test on adherence, realism, factual correctness, and structural stability.

  • Portrait Fidelity Test
  • Complex Realism Test
  • Landmark Fidelity Test
  • Named Object Fidelity Test
  • Spatial Logic Test (Mirror Paradox)
  • Live Data Retrieval Test (Live Market)
  • Text Rendering Test
  • Image Editing Accuracy Test

Quick Rule of Thumb

  • Portraits and reference faces at scale: Seedream 4.5.
  • Real places, objects, and perfect realism: Nano Banana Pro.
  • No room for mistakes: Nano Banana Pro.

Image Generation Comparisons

Below are real outputs generated inside HummingBytes using the exact same prompts.

For prompt-only tests, drag each slider to compare Seedream 4.5 against Nano Banana Pro. For tests with uploaded references, use the model toggles to compare the same input image against each model.

Portrait Headshot (Seedream 4.5 Sweet Spot)

What this test checks

Seedream is often the best value model for generating professional headshots with clean studio backgrounds.

Winner:

Seedream 4.5

Why this winner

Maintains closer facial resemblance and preserves the original expression more accurately.

InputSeedream 4.5
<- drag to compare ->

Compare input vs

Complex Realism Prompt (Underwater Cinematic Test)

What this test checks

For highly detailed, physically complex scenes, Nano Banana Pro tends to preserve realism, lighting behavior, and material detail more reliably.

Winner:

Nano Banana Pro

Why this winner

Underwater light behavior, skin texture, and depth cues are generally more convincing and coherent.

InputSeedream 4.5
<- drag to compare ->

Compare input vs

Landmark Accuracy (Torres del Paine Test)

What this test checks

When a prompt depends on a real, recognizable location, Nano Banana Pro is more reliable at preserving landmark identity and environmental realism.

Winner:

Nano Banana Pro

Why this winner

Torres del Paine landmark recognition and background coherence are stronger with fewer hallucinated geography details.

InputSeedream 4.5
<- drag to compare ->

Compare input vs

Spatial Logic & Physics (The Mirror Paradox)

What this test checks

Most models struggle with reflections, often hallucinating text where it shouldn't. We tested both models with a prompt to see if they understand 3D space, not just 2D patterns.

Winner:

Nano Banana Pro

Why this winner

Nano Banana Pro correctly reverses the text in the reflection and shows the correct text in the back of the paper. Seedream 4.5 reflects the text incorrectly and applies it to both sides of the paper, showing weaker spatial awareness.

Seedream 4.5Nano Banana Pro
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Real-Time Knowledge (The "Live Market" Test)

What this test checks

Standard models rely on "frozen" training data (often 6-12 months old). We asked both models to visualize today's financial data to see if they could access the live web or if they would hallucinate outdated numbers.

Winner:

Nano Banana Pro

Why this winner

Nano Banana Pro accessed the live web to fetch the exact spot prices for March 4, 2026, rendering an accurate snapshot of the current market. Seedream generated plausible-looking but factually incorrect prices. It relied on old training data (likely from 2024/2025), missing the current market reality entirely.

Seedream 4.5Nano Banana Pro
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Named Object Fidelity (Ferrari 812 Test)

What this test checks

This test checks whether each model can reproduce a real Ferrari 812 Competizione, not just a generic supercar look.

Winner:

Nano Banana Pro

Why this winner

Seedream resembles a Ferrari-like car but misses key 812 Competizione signatures; Nano Banana Pro is much closer to the real model in geometry, vents, and rear detailing.

Seedream 4.5Nano Banana Pro
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UI Mockup Generation (Nano Banana Pro Showcase)

What this test checks

Nano Banana Pro is stronger for professional UX/UI design and realistic product mockups.

Winner:

Nano Banana Pro

Why this winner

Layout coherence, visual hierarchy, and realistic product rendering are more consistent.

Seedream 4.5Nano Banana Pro
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Complex Infographic Composition

What this test checks

For posters, infographics, and multi-element compositions, Nano Banana Pro tends to nail detail with fewer mistakes.

Winner:

Nano Banana Pro

Why this winner

Multi-element arrangement and text alignment remain cleaner with fewer visual collisions.

Seedream 4.5Nano Banana Pro
<- drag to compare ->

Poster Composition Test

What this test checks

This test focuses on visual composition, texture realism, and art direction in a cinematic poster-style scene.

Winner:

Seedream 4.5

Why this winner

Cleaner negative space discipline and more balanced typography integration, resulting in a stronger poster-ready composition.

Seedream 4.5Nano Banana Pro
<- drag to compare ->

Typography + Design Composition Test

What this test checks

This test evaluates typography quality, hierarchy, and composition discipline in a luxury poster layout.

Winner:

Nano Banana Pro

Why this winner

Stronger vertical hierarchy and cleaner separation between headline block and product, resulting in a more traditional luxury poster composition.

Seedream 4.5Nano Banana Pro
<- drag to compare ->

Text Rendering Test

What this test checks

When a prompt requires readable typography and clean text hierarchy, Seedream 4.5 often delivers stronger out-of-the-box clarity.

Winner:

Seedream 4.5

Why this winner

Text blocks are more readable with fewer letter distortions in this test, and the Nano Banana Pro result also missed the QR code.

Seedream 4.5Nano Banana Pro
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Try Nano Banana Pro on HummingBytes

HummingBytes lets you generate with both Nano Banana Pro and Seedream 4.5 in one workflow with no setup and no platform switching.

Image Editing Comparisons

Both models received the same input image and prompt. Drag each slider to compare the editing results.

These tests evaluate how well each model preserves identity, handles edge separation, and integrates edits into a coherent result.

Identity-Preserving Background Change

What this test checks

Both models receive the same portrait and must replace only the background while keeping the subject's face, expression, clothing, and pose completely unchanged.

Winner:

Nano Banana Pro

Why this winner

Better identity preservation and more coherent environmental integration.

InputSeedream 4.5
<- drag to compare ->

Compare input vs

Person Removal (Object Erasure)

What this test checks

Both models receive an image of a couple and must cleanly remove one person while preserving everything else about the scene.

Winner:

Nano Banana Pro

Why this winner

Almost no change to the original image aside from the removal. Seedream altered colors, camera angle, and several other aspects.

InputSeedream 4.5
<- drag to compare ->

Compare input vs

Text Replacement on Physical Sign

What this test checks

Both models receive a photo of a letter board sign and must replace one word while preserving the sign's physical appearance and surroundings.

Winner:

Nano Banana Pro

Why this winner

Preserved the flat letter style and scene faithfully. Seedream made the text look 3D and altered the sign appearance.

InputSeedream 4.5
<- drag to compare ->

Input photo by Mark Adriane on Unsplash

Compare input vs

Clothing Replacement (Garment Swap)

What this test checks

Both models receive a street portrait and must replace only the outer jacket with a different garment while preserving everything else.

Winner:

Nano Banana Pro

Why this winner

Preserved body proportions and other clothing faithfully. Seedream altered body proportions and other clothing pieces despite explicit constraints.

InputSeedream 4.5
<- drag to compare ->

Input photo by Arthur Edelmans on Unsplash

Compare input vs

Lighting Transformation (Identity Under Extreme Light Shift)

What this test checks

Both models receive the same portrait and must apply a dramatic cinematic night relight while preserving identity, expression, pose, clothing, and scene structure.

Winner:

Nano Banana Pro

Why this winner

Provided better identity stability while adapting to extreme lighting conditions.

InputSeedream 4.5
<- drag to compare ->

Input photo by Benjamin Fay on Unsplash

Compare input vs

Object Removal (Background Crowd Cleanup)

What this test checks

Both models receive the same street portrait and must remove background people while preserving the subject and reconstructing the environment naturally.

Winner:

Nano Banana Pro

Why this winner

Stronger geometric stability and cleaner environmental reconstruction after removing background subjects.

InputSeedream 4.5
<- drag to compare ->

Input photo by Nick Fithen on Unsplash

Compare input vs

Seedream 4.5 is a specialist

Up to 6x cheaper than Nano Banana Pro · ~45 seconds · Best-in-class face fidelity

If your workflow is portrait-heavy and cost-sensitive, Seedream 4.5 is often a strong option: it delivers very good face fidelity at a much lower price than Nano Banana Pro, even if it is not perfect in every case.

  • Best-in-class face fidelity in many portrait tasks.
  • Excellent prompt adherence for clean compositions.
  • Up to 6x cheaper than Nano Banana Pro per image.

Nano Banana Pro is an anything model

Best-in-world UI mockups · Outstanding landmark accuracy · Top-tier realism

When the prompt is complex, the subject is real, or the output needs to look flawless, Nano Banana Pro consistently outperforms across categories.

  • Best photorealism for complex environments.
  • Stronger named object and landmark fidelity.
  • Best-in-world UX/UI mockup generation.
  • You need up-to-the-minute accuracy. Unlike Seedream, Nano Banana Pro can generate infographics with live data (news, weather, stock prices), making it the only choice for editorial content and social media updates.
  • Understands 3D spatial logic (reflections, occlusion, perspective), not just 2D pattern matching.
Workflow at scale

Need to generate at scale?

Whichever model you choose, HummingBytes lets you batch prompts, reference images, and aspect ratios in one workflow so production does not happen one click at a time.

FAQ: Nano Banana Pro vs Seedream 4.5

Is Nano Banana Pro better than Seedream 4.5?

It depends on your use case. Nano Banana Pro is more versatile, handles complex realism and UI mockups better, and excels with named objects and landmarks. Seedream 4.5 is cheaper, faster, and stronger at face resemblance for portrait-heavy workflows. See the quick summary table for a side-by-side breakdown.

Which model is best for headshots?

Seedream 4.5 is often the best value for professional headshot batches — it delivers strong face fidelity at a fraction of the cost per image. For high-stakes portraits where maximum realism matters, Nano Banana Pro can produce more detailed results. Try the AI headshot generator →

Which model is best for real places and objects?

Nano Banana Pro is significantly stronger at recognizing real-world landmarks, architecture, and named products like specific car models. Seedream 4.5 can approximate these scenes but tends to hallucinate details.

Can these models use live web data for charts and infographics?

In our Live Market test on March 4, 2026, Nano Banana Pro retrieved current market prices, while Seedream 4.5 produced plausible but outdated or hallucinated values.

Why does 3D spatial reasoning matter in image generation?

3D reasoning controls reflection accuracy, occlusion, and perspective consistency. In our Mirror Paradox test, Nano Banana Pro handled mirror text logic correctly, while Seedream 4.5 failed the reflection constraints.

Should I fact-check generated financial or news visuals before publishing?

Yes. Always verify numbers against a trusted source before publishing. Even strong models can make factual mistakes, especially on time-sensitive topics.

Which model should I use for UI mockups?

Nano Banana Pro is the strongest model available for UX/UI generation, including app mockups, dashboards, and product screens. It maintains layout coherence and visual hierarchy better than any alternative. Seedream 4.5 can produce decent mockups but lacks the same structural precision.

Can I use both models in one workflow?

Yes — and many teams do. A common approach is using Seedream 4.5 for affordable portrait batches and switching to Nano Banana Pro for high-stakes realism, complex compositions, or UI mockups. HummingBytes lets you switch between both models in the same workspace with no extra setup.

Which model is faster for batch generation?

Seedream 4.5 is typically faster (~45 seconds for a 4K image) and costs around 6× less per image, making it ideal for scaling large batches. Nano Banana Pro is slower but usually delivers stronger detail and realism per generation.

Do both models support high-resolution outputs?

Yes. Both models support high-resolution generation up to 4K. Available resolution settings may vary depending on your selected workflow and platform configuration. You can explore both inside HummingBytes using the same project.

How did you run this benchmark?

All outputs were generated at 4K resolution using default model settings inside HummingBytes, with no post-processing applied. Each model received the same prompt and, where applicable, the same reference image. Tests were last run in March 2026. Results may vary as models are updated.