whatmodel.sh · find the best image models you can run

Best image models under $0.02 per image

A leaderboard of the best image models that cost $0.02 or less per image. GPT Image 2.5 Sunburst is #1 right now, followed by GPT Image 2.5 Flare and Muse Image. Models are ranked by one score that combines 73 published benchmarks. Filter by your computer or budget to find the best one you can use.

102 models · scores combine 73 benchmarks · updated how it works · find a leaderboard · benchmark your machine
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1GPT Image 2.5 Sunburst OpenAI92±2api $0.013/imagefal.ai ↗LMArena leaderboard datasetVerifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1Rapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankingsGenExam leaderboard (OpenGVLab/GenExam README, relaxed score)
2GPT Image 2.5 Flare OpenAI88±2api $0.013/imagefal.ai ↗LMArena leaderboard datasetRapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankingsGenExam leaderboard (OpenGVLab/GenExam README, relaxed score)
8Muse Image Meta76±2api $0.010/imagedev.meta.ai ↗LMArena leaderboard datasetRapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankings
18Qwen-Image-2.1 Alibaba69±2local~12GBhow to run › LMArena leaderboard datasetGenExam leaderboard (OpenGVLab/GenExam README, relaxed score)
23Ideogram 4.0 Ideogram66±2*local~6.1GBhow to run › LMArena leaderboard datasetRapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankings
26Grok Imagine Image SpaceXAI (xAI)66±2api $0.020/imagedocs.x.ai ↗LMArena leaderboard datasetRapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankings
35Cosmos3-Super-Text2Image NVIDIA63±2local~154GBhow to run › LMArena leaderboard datasetCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)
38HunyuanImage 3.0-Instruct Tencent62±3*local~203GBhow to run › LMArena leaderboard datasetInfoEdit: Probing Global Layout Reasoning in Infographic Editing (arXiv:2609.33286v1)
47ERNIE-Image-Turbo Baidu61±3†api $0.010/image +local~17GBfal.ai ↗ERNIE-Image model repository evaluation tables
48Emu3.5-Image BAAI60±5*local~85GBhow to run › TIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)
49ERNIE-Image Baidu60±2local~17GBhow to run › ERNIE-Image model repository evaluation tablesQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)Rapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankings
56Krea 2 Turbo Krea59±3*api $0.015/image +local~20GBwww.krea.ai ↗LMArena leaderboard dataset
57GPT Image 1 Mini OpenAI59±2api $0.011/imagedevelopers.openai.com ↗LMArena leaderboard datasetVerifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services (arXiv:2604.24023v2)
59Qwen-Image-Edit-2509 Alibaba59±3local~26GBhow to run › Meituan LongCat — LongCat-Image technical reportGEditBench v2: A Human-Aligned Benchmark for General Image EditingHP-Edit: A Human-Preference Post-Training Framework for Image Editing (arXiv:2604.19406v1)ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? (arXiv:2603.25823v1)BAAI — OmniGen2 technical report
60HiDream-O1-Image HiDream58±2api $0.010/image +local~5.3GBfal.ai ↗LMArena leaderboard datasetQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)Rapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankingsHiDream-ai/HiDream-O1-Image repository README results
61FLUX.2 [dev] Black Forest Labs58±1local~20GBhow to run › GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)LMArena leaderboard datasetVerifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)TIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)+8
63Z-Image (Base) Alibaba (Tongyi-MAI)58±2api $0.010/image +local~10GBfal.ai ↗Tongyi-MAI (Alibaba) — Z-Image technical reportQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)
65HunyuanImage 2.1 Tencent58±2*local~64GBhow to run › Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency
66Qwen-Image-Edit-2511 Alibaba58±2local~37GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingLMArena leaderboard datasetChartSync: A Benchmark for Visuo-Logical Cascading Chart Editing (arXiv:2607.10301v1)InfoEdit: Probing Global Layout Reasoning in Infographic Editing (arXiv:2609.33286v1)GEditBench v2: A Human-Aligned Benchmark for General Image EditingMultiTextEdit: Benchmarking Cross-Lingual Degradation in Text-in-Image Editing (arXiv:2605.08163v2), Table 3+2
67Recraft V4.1 Flash Recraft57±3*api $0.0070/imagewww.recraft.ai ↗LMArena leaderboard dataset
68HunyuanImage 3.0 Tencent57±2local~49GBhow to run › LMArena leaderboard datasetGenExam leaderboard (OpenGVLab/GenExam README, relaxed score)UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)Rapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankingsFaithful, Enriched, and Precise: Benchmarking Natural-Science Illustration Generation by T2I models (FEPBench)+3
69Emu3.5 BAAI57±5*local~85GBhow to run › TIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)
72LongCat-Image-Edit Meituan56±2local~36GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingMeituan LongCat — LongCat-Image technical reportChartSync: A Benchmark for Visuo-Logical Cascading Chart Editing (arXiv:2607.10301v1)GEditBench v2: A Human-Aligned Benchmark for General Image EditingPaintBench: Deterministic Evaluation of Precise Visual Editing (arXiv:2606.00188v1)ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? (arXiv:2603.25823v1)
74P-Image-Edit Pruna56±4*api $0.010/imagereplicate.com ↗LMArena leaderboard dataset
76Qwen-Image-2512 Alibaba56±1api $0.020/image +local~22GBreplicate.com ↗GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)LMArena leaderboard datasetVerifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency+1
78Z-Image-Turbo Alibaba (Tongyi-MAI)55±1api $0.0050/image +local~7.7GBreplicate.com ↗Tongyi-MAI (Alibaba) — Z-Image technical reportLMArena leaderboard datasetQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency+1
79LLaDA-Image Ant Group55±3†local~22GBhow to run › LLaDA-Image: Building Strong Image Generators with Fully Open Training RecipesUltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)
80Qwen-Image-Edit Alibaba55±2local~27GBhow to run › Meituan LongCat — LongCat-Image technical reportLMArena leaderboard datasetChartSync: A Benchmark for Visuo-Logical Cascading Chart Editing (arXiv:2607.10301v1)GEBench: Benchmarking Image Generation Models as GUI EnvironmentsUnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched EditsHP-Edit: A Human-Preference Post-Training Framework for Image Editing (arXiv:2604.19406v1)+4
82FLUX.2 [klein] 9B Black Forest Labs55±2api $0.015/image +local~11GBdevelopers.cloudflare.com ↗LMArena leaderboard datasetQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)Rapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankingsGEditBench v2: A Human-Aligned Benchmark for General Image EditingPaintBench: Deterministic Evaluation of Precise Visual Editing (arXiv:2606.00188v1)
85Qwen-Image Alibaba54±1local~13GBhow to run › LMArena leaderboard datasetT2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services (arXiv:2604.24023v2)QC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)GenExam leaderboard (OpenGVLab/GenExam README, relaxed score)TIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)+8
87LLaDA-Image-Turbo Ant Group54±3†local~22GBhow to run › LLaDA-Image: Building Strong Image Generators with Fully Open Training RecipesUltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)
88LongCat-Image Meituan53±4local~15GBhow to run › QC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)Meituan LongCat — LongCat-Image technical report
89Step1X-Edit v1.2 StepFun53±2local~51GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingChartSync: A Benchmark for Visuo-Logical Cascading Chart Editing (arXiv:2607.10301v1)stepfun-ai/Step1X-Edit-v1p2 model cardGEditBench v2: A Human-Aligned Benchmark for General Image EditingWEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation (arXiv:2511.11434v1)CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions (arXiv:2603.26174v1)
90Kling Image 2.1 Kuaishou53±7*api $0.014/imagekling.ai ↗Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation
93MiniMax image-01 MiniMax53±5*api $0.0035/imageplatform.minimax.io ↗Rapidata/Face_Generation_Benchmark (Human Face Generation Alignment) published dataset-card leaderboard
97FLUX.2 [klein] 4B Black Forest Labs52±2api $0.0011/image +local~2.9GBdevelopers.cloudflare.com ↗LMArena leaderboard datasetQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation (arXiv:2610.09823v1)GEditBench v2: A Human-Aligned Benchmark for General Image Editing
98P-Image Pruna51±2*api $0.0050/imagereplicate.com ↗LMArena leaderboard datasetRapidata/text-to-image-human-preference-6M (Benchmark.ai Image Benchmark) published dataset-card rankings
99Photon Luma AI51±2api $0.019/imagefal.ai ↗LMArena leaderboard datasetMMMG: a Comprehensive and Reliable Benchmark for Multitask Multimodal Generation (arXiv:2505.17613v2)Rapidata/Face_Generation_Benchmark (Human Face Generation Alignment) published dataset-card leaderboard
102GLM-Image Z.ai50±2api $0.015/image +local~39GBdocs.z.ai ↗LMArena leaderboard datasetQC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)GEditBench v2: A Human-Aligned Benchmark for General Image EditingQwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation
105Lucid Origin Leonardo.Ai49±3*api $0.017/imagereplicate.com ↗LMArena leaderboard dataset
106Latent Diffusion text2img-large (LDM-KL-8-G, LAION-400M) CompVis48±15*local~7.5GBhow to run › tgxs002/HPSv2 repository README, HPS v2 benchmark table
107Kandinsky 3 AI Forever48±11*local~32GBhow to run › REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation (arXiv:2502.10663v1)
108Step1X-Edit v1.1 StepFun48±3local~51GBhow to run › stepfun-ai/Step1X-Edit-v1p2 model cardUnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched EditsWEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation (arXiv:2511.11434v1)
110VQ-Diffusion (ITHQ) Microsoft48±15*local~4.1GBhow to run › tgxs002/HPSv2 repository README, HPS v2 benchmark table
113Ovis-Image-7B Alibaba (AIDC-AI)48±7*local~12GBhow to run › Faithful, Enriched, and Precise: Benchmarking Natural-Science Illustration Generation by T2I models (FEPBench)
114FLUX.1 Krea [dev] Black Forest Labs / Krea47±3local~41GBhow to run › ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World TasksGenExam leaderboard (OpenGVLab/GenExam README, relaxed score)Knowledge Visualization: A Benchmark and Method for Knowledge-Intensive Text-to-Image Generation (arXiv:2604.22302v1)
116HiDream-I1-Full HiDream47±2local~76GBhow to run › GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning (arXiv:2506.10963v2)HiDream-ai/HiDream-O1-Image repository README results
126FLUX.1 Kontext [dev] Black Forest Labs44±1local~21GBhow to run › LMArena leaderboard datasetEdit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingMeituan LongCat — LongCat-Image technical reportHP-Edit: A Human-Preference Post-Training Framework for Image Editing (arXiv:2604.19406v1)UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched EditsGEditBench v2: A Human-Aligned Benchmark for General Image Editing+7
127FLUX.1 [dev] Black Forest Labs44±1local~7.7GBhow to run › LMArena leaderboard datasetT2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)QC-T2I-Bench: Scalable Question-Centric Text-to-Image Evaluation (Reliable Ranking, Fine-Grained Diagnosis, and Cost-Aware Routing)TIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning (arXiv:2506.10963v2)+5
129UNO ByteDance43±4*local~16GBhow to run › ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World TasksBAAI — OmniGen2 technical report
130ChronoEdit-14B NVIDIA43±3*local~34GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling
131Lumina-Image 2.0 Alpha-VLLM (Shanghai AI Lab)43±4*local~13GBhow to run › TIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)
133BAGEL ByteDance Seed42±1local~12GBhow to run › LMArena leaderboard datasetGenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingTIIF-Bench: How Does Your T2I Model Follow Your Instructions? (arXiv v3)ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks+14
135FLUX.1 [schnell] Black Forest Labs42±2api $0.0030/image +local~7.7GBreplicate.com ↗T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)Rapidata/Face_Generation_Benchmark (Human Face Generation Alignment) published dataset-card leaderboardVerifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
136OmniGen2 BAAI42±2local~17GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World TasksHP-Edit: A Human-Preference Post-Training Framework for Image Editing (arXiv:2604.19406v1)UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched EditsGEditBench v2: A Human-Aligned Benchmark for General Image EditingWEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation (arXiv:2511.11434v1)+6
137Stable Diffusion 3.5 Large Stability AI42±1local~5.4GBhow to run › LMArena leaderboard datasetGenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)MMMG: a Comprehensive and Reliable Benchmark for Multitask Multimodal Generation (arXiv:2505.17613v2)Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services (arXiv:2604.24023v2)+4
138Show-o2 7B Show Lab, NUS42±3local~23GBhow to run › GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)Show Lab Show-o2 paper (arXiv:2506.15564v3), GenEval and DPG-Bench tables (own models)Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models (XTC-Bench, arXiv:2604.25072v1)
139Playground v2 (1024px aesthetic) Playground41±4*local~4.9GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)
140Playground v2.5 Playground41±2local~8.8GBhow to run › T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty (arXiv v1)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)Kwai-Kolors/Kolors repository README, human assessment+1
141Stable Diffusion 3.5 Medium Stability AI41±3local~20GBhow to run › T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts (VVRBench), arXiv:2609.35641v1WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
146Show-o2 1.5B-HQ Show Lab, NUS40±3*local~7.9GBhow to run › GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)
148Stable Diffusion XL 0.9 (base) Stability AI40±6*local~4.9GBhow to run › WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)tgxs002/HPSv2 repository README, HPS v2 benchmark table
149Stable Diffusion 3 Medium Stability AI40±2local~11GBhow to run › T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)HPSv3 repository README, image generation benchmark table (MizzenAI/HPSv3)
150Kolors Kuaishou (Kolors team)39±3local~22GBhow to run › EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)Kwai-Kolors/Kolors repository README, human assessmentHPSv3 repository README, image generation benchmark table (MizzenAI/HPSv3)
151BLIP3-o 8B Salesforce Research38±3local~41GBhow to run › GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models (XTC-Bench, arXiv:2604.25072v1)
152Stable Cascade Stability AI38±4*local~13GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)
153Janus-Pro-7B DeepSeek38±2api $0.0020/image +local~18GBdeepinfra.com ↗T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)DeepSeek-AI — Janus-Pro technical reportMMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning (arXiv:2506.10963v2)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)Beyond Accuracy: Benchmarking Cross-Task Consistency in Unified Multimodal Models (XTC-Bench, arXiv:2604.25072v1)
156SDXL-Lightning (4-step UNet) ByteDance37±3*local~4.9GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)SDXL-Lightning: Progressive Adversarial Diffusion Distillation (arXiv:2402.13929v3)
157Kandinsky 2.2 AI Forever37±5*†local~12GBhow to run › Kandinsky 3.0 — original human comparisons
158Janus-Pro-1B DeepSeek36±4api $0.0005/image +local~5.5GBdeepinfra.com ↗DeepSeek-AI — Janus-Pro technical reportWISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
159Show-o (show-o-demo-512) Show Lab, NUS36±3*local~7.9GBhow to run › T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)
161SSD-1B Segmind36±4*local~3.3GBhow to run › EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)
163PixArt-α (PixArt-XL-2-1024-MS) PixArt (Huawei Noah's Ark Lab et al.)36±2local~14GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty (arXiv v1)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
164Emu3 BAAI36±2local~22GBhow to run › T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation (Findings of ACL 2026)GenExam: A Multidisciplinary Text-to-Image Exam (arXiv v5)MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning (arXiv:2506.10963v2)WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
166IF-XL DeepFloyd35±2local~29GBhow to run › EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty (arXiv v1)ImagenHub: Standardizing the evaluation of conditional image generation models (arXiv v4)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)+1
167Stable Diffusion XL 1.0 Stability AI34±1api $0.0019/image +local~4.9GBwww.together.ai ↗GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World TasksConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty (arXiv v1)+8
168LCM-SDXL latent-consistency34±3local~8.9GBhow to run › EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)SDXL-Lightning: Progressive Adversarial Diffusion Distillation (arXiv:2402.13929v3)
169OmniGen (v1) BAAI34±4local~9GBhow to run › WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation (arXiv:2511.11434v1)EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing (arXiv:2509.13399v3)BAAI — OmniGen2 technical report
170SDXL-Turbo Stability AI34±2local~4.9GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty (arXiv v1)SDXL-Lightning: Progressive Adversarial Diffusion Distillation (arXiv:2402.13929v3)
171IF-L DeepFloyd33±3local~14GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)
172Lumina-DiMOO Alpha-VLLM (Shanghai AI Lab)32±4*local~39GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? (arXiv:2603.25823v1)
174VILA-U 7B (256px) MIT Han Lab / NVIDIA32±7*local~20GBhow to run › WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
175LCM-SSD-1B latent-consistency32±4*local~3.6GBhow to run › EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)
176Janus-1.3B DeepSeek32±4local~5.5GBhow to run › DeepSeek-AI — Janus-Pro technical reportWISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation (arXiv v4)
177IF-M DeepFloyd31±3local~14GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)
178Dreamlike Photoreal 2.0 Dreamlike.art30±3local~2.1GBhow to run › EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)tgxs002/HPSv2 repository README, HPS v2 benchmark table
182Versatile Diffusion v1.0 SHI Labs29±4local~7.2GBhow to run › ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation (arXiv 2304.05977v4)tgxs002/HPSv2 repository README, HPS v2 benchmark table
183DALL·E Mega (minDALL-E) DALL·E Mini / minDALL-E29±4local~8GBhow to run › TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering (arXiv v3)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)tgxs002/HPSv2 repository README, HPS v2 benchmark table
185Openjourney PromptHero28±2local~2.1GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)ImagenHub: Standardizing the evaluation of conditional image generation models (arXiv v4)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)tgxs002/HPSv2 repository README, HPS v2 benchmark table
186Stable Diffusion v1.4 CompVis27±2local~2.1GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty (arXiv v1)ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation (arXiv 2304.05977v4)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)tgxs002/HPSv2 repository README, HPS v2 benchmark table
187Stable Diffusion v1.3 CompVis27±4*local~2.1GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1
188Stable Diffusion v1.1 CompVis26±3local~2.1GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering (arXiv v3)REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation (arXiv:2502.10663v1)
189Stable Diffusion v1.2 CompVis26±3*local~2.1GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)
191Stable Diffusion v1.5 Stability AI26±2local~2.1GBhow to run › GenEval authors' results: djghosh13/geneval README and arXiv 2310.11513v1EvalAlign: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models (arXiv:2406.16562v3)EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation (arXiv v2)TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering (arXiv v3)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)Evaluating Numerical Reasoning in Text-to-Image Models (GeckoNum, arXiv v3)+1
192OneCAT-3B Meituan (OneCAT team)24±5*local~25GBhow to run › Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling
193LCM Dreamshaper v7 SimianLuo (LCM authors)23±4*local~1.7GBhow to run › GenAI Arena: An Open Evaluation Platform for Generative Models (arXiv v3)
194InstructPix2Pix UC Berkeley (Brooks, Holynski, Efros)19±3local~2.6GBhow to run › UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched EditsEdit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World TasksEdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing (arXiv:2509.13399v3)MultiTextEdit: Benchmarking Cross-Lingual Degradation in Text-in-Image Editing (arXiv:2605.08163v2), Table 3PaintBench: Deterministic Evaluation of Precise Visual Editing (arXiv:2606.00188v1)
197CogView2 THUDM1±4local~14GBhow to run › ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation (arXiv 2304.05977v4)HEIM: Holistic Evaluation of Text-to-Image Models (arXiv 2311.04287v1)tgxs002/HPSv2 repository README, HPS v2 benchmark table
—Kandinsky 2.1 AI Forevernot scored yetlocal~12GBhow to run ›
—Mage-Flow Microsoftnot yet calibratedlocal~8.9GBhow to run › Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing
—Mage-Flow-Base Microsoftnot yet calibratedlocal~14GBhow to run › Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing
—Mage-Flow-Turbo Microsoftnot yet calibratedlocal~8.9GBhow to run › Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

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202 of 202 catalogue models listed here · sources and licences

* new or thinly tested: ranked on too few benchmark results · † only the maker’s own numbers so far · ~RAM is estimated; full context may need more memory