W świecie generatywnego projektowania wizualnego modele AI przekształciły się z losowych zabawek w precyzyjne silniki twórcze zdolne do wiernego odwzorowania promptów, wieloetapowej spójności postaci i ostrej typografii.
This cheat sheet synthesizes benchmark evaluations from Artificial Analysis and the LMSYS Image Arena (Text-to-Image & Image Editing Elo leaderboards), organizing frontier models into clear performance tiers, dimensional matrices, and enterprise selection criteria.
🔗 Related: Core AI Algorithms · Claude Code CLI · Always-on Agents
1. Kompleksowa Tier Lista modeli generowania obrazów AI
Evaluated across 5 core dimensions: Fidelity (micro-details, aesthetics, physical realism), Prompt Adherence (long-tail semantics, multi-subject composition), Editing & Consistency (localized inpainting, multi-turn persistence), Stylistic Breadth (photorealism, 3D, vector, fine art), and Stability (spatial layout accuracy).
| Tier | Model | Ecosystem / Lab | Core Strengths & Key Advantages | Limitations / Trade-offs | Ideal Production Workloads |
|---|---|---|---|---|---|
| SSS Flagship |
GPT Image 2.5 Sunburst | OpenAI | Unrivaled micro-detail resolution, complex multi-clause prompt adherence, exceptional volumetric lighting; #1 overall on Arena benchmarks | Higher API inference cost | High-end commercial advertising, complex multi-entity concept art, cinematic keyframes |
| SSS Flagship |
GPT Image 2.5 Flare | OpenAI | World-class human skin rendering, micro-pore texture, natural hair sheen, and high-fashion editorial aesthetics | Slightly less clinical on rigid hard-surface mechanical layouts | Fashion magazine covers, beauty and skincare marketing, professional portraiture |
| SS Tier 1 |
GPT Image 2 | OpenAI | Highly balanced generalist; outstanding versatility across photorealism and conceptual creativity | Multi-turn localized inpainting consistency slightly trailing 2.5 series | High-throughput batch asset generation, ideation mood boards, general digital design |
| SS Tier 1 |
Nano Banana 2.1 | Google Ecosystem | Chain-of-thought guided multi-turn image editing, surgical inpainting, and rock-solid subject consistency | Traditional fine-art aesthetics tend toward conservative realism | Sequential comic IP character sheets, e-commerce garment transfer, surgical retouching |
| SS Tier 1 |
MAI-Image 2.6 | Microsoft AI | Precise spatial 3D perspective, architectural hard-surface geometry, and realistic raytraced lighting | Hand-drawn illustrative styles feel somewhat mechanical | Architectural visualization, interior design renderings, automotive concept mockups |
| SS Tier 1 |
Grok Imagine 2.0 | xAI | Bold, avant-garde stylistic flair, sci-fi worldbuilding, minimal safety over-filtering | Typography and letter spelling slightly less consistent than design-focused models | Surrealist concept art, space opera aesthetics, social media virality campaigns |
| S Core Driver |
Seedream 5.0 Pro | ByteDance (Seed) | Deep comprehension of traditional cultural motifs, ink wash aesthetics, and East Asian fashion nuances | Western classical oil-painting aesthetics are standard | Regional brand campaigns, cultural heritage IP, stylized packaging |
| S Core Driver |
FLUX 3 Image | Black Forest Labs | Gold standard for open-weights customization; modular architecture, strong graphic design aesthetics | Requires heavy local GPU VRAM for self-hosted instances | Independent developers, on-premise enterprise deployments, custom LoRA training |
| S Core Driver |
Reve 2.1 | Reve AI | Distinctive 35mm film grain, anamorphic widescreen grading, deep atmospheric chiaroscuro lighting | Less suited for flat UI vector icons and sterile infographics | Film storyboards, indie album covers, cinematic concept stills |
| S Core Driver |
Nano Banana 2 | Google Ecosystem | Lightweight and fast; reliable object removal, background substitution, and edge-preserving edits | Resolution and micro-texturing slightly softer than 2.1 flagship | Mobile app integrations, batch e-commerce catalog cleanups, rapid thumbnail workflows |
| A Specialist |
Ideogram 4.0 | Ideogram | Undisputed king of typographic rendering; long English word spelling, complex multi-font poster layouts with zero gibberish | Complex photorealistic lighting slightly behind photography-specialized flagships | Typography-heavy posters, branding logos, merchandise apparel slogans, packaging layout |
| A Specialist |
Recraft 4.1 | Recraft | Benchmark for commercial vector art; native SVG vector generation, clean Bézier paths, and strict brand palette locking | Micro-textured natural wilderness landscapes are not its primary focus | UI icon design sets, corporate vector illustration, brand identity style guides |
2. Standardowe rankingi w tabelach liderów
| Rank Position | Artificial Analysis Text-to-Image Index | LMSYS Arena T2I Elo Leaderboard | LMSYS Arena Image Editing Elo |
|---|---|---|---|
| TOP 1 | GPT Image 2.5 Sunburst | GPT Image 2.5 Sunburst | GPT Image 2.5 Sunburst |
| TOP 2 | GPT Image 2.5 Flare | GPT Image 2.5 Flare | GPT Image 2.5 Flare |
| TOP 3 | GPT Image 2 | GPT Image 2 | GPT Image 2 |
| TOP 4 | Nano Banana 2.1 | Grok Imagine 2.0 | Grok Imagine 2.0 |
| TOP 5 | MAI-Image 2.6 | MAI-Image 2.6 | Nano Banana 2.1 |
| TOP 6 | Grok Imagine 2.0 | Nano Banana 2.1 | MAI-Image 2.6 |
3. Macierz porównawcza wyspecjalizowanych możliwości
| Model | Macro Skin Texture | Long-Prompt Adherence | Local Inpainting & Edits | Typography Accuracy | Artistic Freedom | Deployment Flexibility |
|---|---|---|---|---|---|---|
| GPT Image 2.5 Sunburst | ★★★★★ | ★★★★★ | ★★★★★ | ★★★★☆ | ★★★★☆ | Cloud API |
| GPT Image 2.5 Flare | ★★★★★ | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★★ | Cloud API |
| Nano Banana 2.1 | ★★★★☆ | ★★★★★ | ★★★★★ | ★★★★☆ | ★★★☆☆ | Cloud API |
| MAI-Image 2.6 | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★☆☆ | ★★★★☆ | Cloud API |
| Grok Imagine 2.0 | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★☆☆ | ★★★★★ | Cloud API |
| Seedream 5.0 Pro | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★☆ | Cloud API |
| FLUX 3 Image | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★★ | Open Weights / Local |
| Reve 2.1 | ★★★★★ | ★★★☆☆ | ★★★☆☆ | ★★☆☆☆ | ★★★★★ | Cloud API |
| Ideogram 4.0 | ★★★☆☆ | ★★★★☆ | ★★★☆☆ | ★★★★★ (Typography Ceiling) | ★★★★☆ | Cloud API |
| Recraft 4.1 | ★★★☆☆ | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★★ (Vector Ceiling) | Cloud API |
4. Przewodnik decyzyjny wyboru dla przedsiębiorstw
| Business Goal / Creative Deliverable | Primary Recommended Model | Secondary Backup Model | Key Selection Rationale |
|---|---|---|---|
| Fashion Editorial & High-End Portraiture | GPT Image 2.5 Flare | GPT Image 2.5 Sunburst | Uncanny skin micro-textures and eye reflections without artificial plastic smoothing |
| Marketing Posters, Book Jackets & Typography | Ideogram 4.0 | Recraft 4.1 | Clean typography with correct spelling, sharp letterforms, and professional font hierarchies |
| Design Systems, App Icons & Vector Assets | Recraft 4.1 | Ideogram 4.0 | Native clean SVG exports, infinite scalability, and strict corporate hex color enforcement |
| Serialized Comics & Consistent Characters | Nano Banana 2.1 | GPT Image 2.5 Sunburst | Exceptional face, clothing, and environmental persistence across multi-turn inpainting passes |
| Architectural Visualization & Industrial Design | MAI-Image 2.6 | GPT Image 2.5 Sunburst | Mathematically consistent perspective planes, hard surfaces, and realistic optical bounces |
| Cinematic Stills & Moody Concept Art | Reve 2.1 | Grok Imagine 2.0 | Rich analog film grain, atmospheric smoke, and dramatic cinematic lighting |
| Local Private Deployment & LoRA Fine-Tuning | FLUX 3 Image | Open-source Diffusion | Commercial open weights enabling offline compliance and domain-specific weight adaptation |