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Image · Text to Image · July 28, 2026

Text to Image Leaderboard

Every major text-to-image model ranked by Elo from blind head-to-head human votes — no cherry-picked grids, no lab-supplied samples.

Models ranked

45

Open weights

10

Arena appearances

419,599

Prompt categories

5

Highlights

Higher is better

Arena Elo

Overall leaderboard · best model per lab

  • 1GPT Image 2 (high)1339
  • 2Reve 2.11301
  • 3MAI-Image-2.51271
  • 4Nano Banana 2 (Gemini 3.1 Flash Image Preview)1263
  • 5Riverflow 2.01254
  • 6HiDream-O1-Image-1.51247
  • 7Seedream 5.0 Pro1239
  • 8Cosmos3-Super-Text2Image (agentic)1218
  • 9grok-imagine-image-quality1204

Higher is better

Open Weights

Downloadable checkpoints · best per lab

  • 1Cosmos3-Super-Text2Image (agentic)1218
  • 2HiDream-O1-Image-Dev-26041189
  • 3Ideogram 4.0 (Quality)1175
  • 4ERNIE Image1168
  • 5Ideogram 4.0 Fast (Quality)1158
  • 6Qwen Image Max 25121157
  • 7FLUX.2 [dev]1154

Lower is better

Price per Image

USD per generation, default quality · cheapest per lab

  • 1FLUX.2 [dev] Turbo$0.01
  • 2ERNIE Image Turbo$0.01
  • 3FLUX.2 [dev]$0.01
  • 4Krea 2 Medium Turbo$0.01
  • 5MAI-Image-2.5-Flash$0.02
  • 6grok-imagine-image$0.02
  • 7Qwen Image Max 2512$0.02
  • 8Reve 2.1$0.02
  • 9Seedream 4.0$0.03

Global leaderboard

Elo from blind head-to-head votes · All categories

RankModelCreatorElo95% CIAppearances$/ImageReleased
1GPT Image 2 (high)OpenAI1339±721,290$0.21Apr 2026
2Reve 2.1Reve1301±119,634$0.02Jul 2026
3MAI-Image-2.5Microsoft AI1271±99,683$0.05Jun 2026
4Nano Banana 2 (Gemini 3.1 Flash Image Preview)Google1263±719,728$0.07Feb 2026
5Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google1262±99,648$0.03Jun 2026
6GPT Image 1.5 (high)OpenAI1262±712,563$0.13Dec 2025
7Riverflow 2.0Sourceful1254±87,850$0.15Feb 2026
8HiDream-O1-Image-1.5HiDream1247±812,490$0.08Jun 2026
9Reve 2.0Reve1243±103,740$0.02Jun 2026
10Seedream 5.0 ProBytedance1239±98,263$0.09Jul 2026
11Nano Banana Pro (Gemini 3 Pro Image)Google1225±711,893$0.13Nov 2025
12Cosmos3-Super-Text2Image (agentic)OpenNVIDIA1218±810,044May 2026
13MAI-Image-2.5-FlashMicrosoft AI1208±94,992$0.02Jun 2026
14grok-imagine-image-qualityxAI1204±715,888$0.05Apr 2026
15Recraft V4.1 UtilityRecraft1204±85,543$0.04May 2026
16Recraft V4.1 Utility ProRecraft1201±715,319$0.21May 2026
17FLUX.2 [max]Black Forest Labs1196±711,649$0.07Dec 2025
18Seedream 4.0ByteDance Seed1192±717,190$0.03Sep 2025
19Krea 2 MediumKrea1190±715,174$0.03May 2026
20Krea 2 LargeKrea1190±715,536$0.06May 2026
21HiDream-O1-Image-Dev-2604OpenHiDream1189±77,226May 2026
22MAI-Image-2Microsoft AI1188±77,816$0.04Mar 2026
23Cosmos3-Super-Text2Image-4StepOpenNVIDIA1188±105,275Jul 2026
24FLUX.2 [pro]Black Forest Labs1187±710,970$0.03Nov 2025
25Krea 2 Medium TurboKrea1187±103,076$0.01Jun 2026
26grok-imagine-imagexAI1181±79,772$0.02Jan 2026
27Imagen 4 Ultra Preview 0606Google1181±85,953$0.06Jun 2025
28FLUX.2 [flex]Black Forest Labs1180±86,462$0.06Nov 2025
29Luma UNI 1 MaxLuma Labs1175±85,786$0.10May 2026
30Ideogram 4.0 (Quality)OpenIdeogram1175±810,085$0.10Jun 2026
31Qwen Image 2.0 Pro (2026-04-22)Alibaba1174±85,848$0.07Apr 2026
32Imagen 4 UltraGoogle1172±86,822$0.06Jun 2025
33ImagineArt 2.0ImagineArt1169±710,990$0.03Apr 2026
34Seedream 4.5ByteDance Seed1169±712,981$0.04Dec 2025
35ERNIE ImageOpenBaidu1168±84,871$0.03Apr 2026
36ERNIE Image TurboOpenBaidu1163±85,764$0.01Apr 2026
37Imagen 4 Preview 0606Google1162±85,868$0.04Jun 2025
38MAI-Image-2-EfficientMicrosoft AI1158±78,412$0.02Apr 2026
39Ideogram 4.0 Fast (Quality)OpenFal1158±103,661$0.02Jul 2026
40Recraft V4.1 ProRecraft1158±85,122$0.21May 2026
41Qwen Image Max 2512OpenAlibaba1157±85,836$0.02Dec 2025
42FLUX.2 [dev] TurboOpenFal1154±86,399$0.01Dec 2025
43Nano Banana (Gemini 2.5 Flash Image)Google1154±711,175$0.04Aug 2025
44FLUX.2 [dev]OpenBlack Forest Labs1154±79,866$0.01Nov 2025
45Recraft V4.1Recraft1153±85,446$0.04May 2026

Showing 45 of 45 models. Category Elo is computed from votes on that prompt type alone.

Arena Elo — Open Weights

Every downloadable checkpoint on the board, ranked by overall Elo. Higher is better.

0200400600800100012001218Cosmos3-Super-Text2Image…1189HiDream-O1-Image-Dev-26041188Cosmos3-Super-Text2Image-…1175Ideogram 4.0 (Quality)1168ERNIE Image1163ERNIE Image Turbo1158Ideogram 4.0 Fast (Qualit…1157Qwen Image Max 25121154FLUX.2 [dev] Turbo1154FLUX.2 [dev]

Cosmos3 sits fifth overall — ahead of most closed APIs — and the FLUX.2 [dev] line keeps Black Forest Labs in four of the fourteen open slots.

Arena Elo vs. Price per Image

Crowd-judged quality against USD per generation (log scale).

11501200125013001350$0.05$0.10$0.20MedianPrice (USD per image, log scale)Arena Elo↖ Most attractive quadrantReve 2.1MAI-Image-2.5Nano Banana 2 (Gemi…Recraft V4.1 Utilit…Recraft V4.1 ProGPT Image 2 (high)

Up and to the left wins. The open-weights mid-table — FLUX.2 [dev], Qwen-Image-2512, Hunyuan — is where the value lives; models without public per-image pricing are excluded.

Frontier Elo Over Time

Arena Elo by release date. The dashed line tracks the running frontier.

10001100120013001400Jun 25Aug 25Oct 25Dec 25Feb 26Apr 26Jun 26Aug 26Imagen 4 Ultra Preview…Seedream 4.0Nano Banana Pro (Gemini…GPT Image 1.5 (high)Nano Banana 2 (Gemini 3…GPT Image 2 (high)Frontier

The frontier has changed hands five times since Imagen 4 Ultra Preview 0606 — Google, ByteDance Seed, and OpenAI have all held it. GPT Image 2 set the current mark in April 2026.

How the arena works

1 · Prompt

Prompts are sampled across five categories — people, photorealism, art, product, and typography — so no model can farm a single style.

2 · Blind matchup

Two models generate from the same prompt. Voters see the images side by side with no names, no logos, and no way to tell who made what.

3 · Elo

Each vote updates both models' Elo ratings. Confidence intervals come from resampling the vote history; new models stay provisional until they clear roughly 3,000 appearances.

FAQ

Which model leads the arena right now?

GPT Image 2 (high) holds the top spot with an Elo of 1339 across 21,290 appearances — a 38-point gap over the chasing pack.

And among open weights?

NVIDIA's Cosmos3-Super-Text2Image (agentic) leads the open-weights cut at 1218 — twelfth overall, ahead of plenty of closed APIs — followed by HiDream-O1-Image-Dev-2604 (1189) and NVIDIA's Cosmos3-Super-Text2Image-4Step (1188).

How are models ranked?

Pure crowd judgment. Voters get a prompt and two unlabeled images from different models and pick the better one; thousands of those blind matchups feed an Elo rating, with a 95% confidence interval from resampling the vote history.

What counts as open weights?

The checkpoint has to be downloadable and runnable on your own hardware under a published license. API-only siblings of open families — FLUX.2 [pro], Qwen Image 2.0 Pro — stay in the proprietary column.

Latest Research

Reporting from the paper mines

Methodology: rankings come from blind pairwise human votes; Elo, confidence intervals, and appearance counts reflect the full vote history at snapshot time. Arena data: public image-arena snapshot, July 28, 2026. Prices are list API prices per image at default quality and change frequently.