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Image · Text to Image · July 31, 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

425,817

Prompt categories

5

Highlights

Higher is better

Arena Elo

Overall leaderboard · best model per lab

  • 1GPT Image 2 (high)1341
  • 2Reve 2.11300
  • 3MAI-Image-2.51270
  • 4Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)1265
  • 5Riverflow 2.01254
  • 6HiDream-O1-Image-1.51246
  • 7Seedream 5.0 Pro1241
  • 8Cosmos3-Super-Text2Image (agentic)1219
  • 9Recraft V4.1 Utility1206

Higher is better

Open Weights

Downloadable checkpoints · best per lab

  • 1Cosmos3-Super-Text2Image (agentic)1219
  • 2HiDream-O1-Image-Dev-26041190
  • 3Ideogram 4.0 (Quality)1176
  • 4ERNIE Image1167
  • 5Ideogram 4.0 Fast (Quality)1159
  • 6Qwen Image Max 25121158
  • 7FLUX.2 [dev]1155

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)OpenAI1341±721,431$0.21Apr 2026
2Reve 2.1Reve1300±1010,044$0.02Jul 2026
3MAI-Image-2.5Microsoft AI1270±810,111$0.05Jun 2026
4Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google1265±910,172$0.03Jun 2026
5Nano Banana 2 (Gemini 3.1 Flash Image Preview)Google1264±719,931$0.07Feb 2026
6GPT Image 1.5 (high)OpenAI1264±713,052$0.13Dec 2025
7Riverflow 2.0Sourceful1254±87,673$0.15Feb 2026
8HiDream-O1-Image-1.5HiDream1246±812,544$0.08Jun 2026
9Seedream 5.0 ProBytedance1241±98,408$0.09Jul 2026
10Reve 2.0Reve1239±93,844$0.02Jun 2026
11Nano Banana Pro (Gemini 3 Pro Image)Google1227±712,319$0.13Nov 2025
12Cosmos3-Super-Text2Image (agentic)OpenNVIDIA1219±810,545May 2026
13MAI-Image-2.5-FlashMicrosoft AI1209±95,090$0.02Jun 2026
14Recraft V4.1 UtilityRecraft1206±85,605$0.04May 2026
15grok-imagine-image-qualityxAI1205±716,269$0.05Apr 2026
16Recraft V4.1 Utility ProRecraft1202±715,755$0.21May 2026
17FLUX.2 [max]Black Forest Labs1197±712,059$0.07Dec 2025
18Seedream 4.0ByteDance Seed1193±717,216$0.03Sep 2025
19Krea 2 MediumKrea1192±715,581$0.03May 2026
20Krea 2 LargeKrea1192±715,925$0.06May 2026
21HiDream-O1-Image-Dev-2604OpenHiDream1190±77,271May 2026
22MAI-Image-2Microsoft AI1189±77,849$0.04Mar 2026
23Krea 2 Medium TurboKrea1189±103,201$0.01Jun 2026
24FLUX.2 [pro]Black Forest Labs1187±711,358$0.03Nov 2025
25grok-imagine-imagexAI1182±79,625$0.02Jan 2026
26FLUX.2 [flex]Black Forest Labs1181±86,525$0.06Nov 2025
27Cosmos3-Super-Text2Image-4StepOpenNVIDIA1179±106,722Jul 2026
28Ideogram 4.0 (Quality)OpenIdeogram1176±810,104$0.10Jun 2026
29Luma UNI 1 MaxLuma Labs1176±85,856$0.10May 2026
30Qwen Image 2.0 Pro (2026-04-22)Alibaba1174±85,902$0.07Apr 2026
31Imagen 4 UltraGoogle1172±86,892$0.06Jun 2025
32Seedream 4.5ByteDance Seed1170±713,008$0.04Dec 2025
33ImagineArt 2.0ImagineArt1170±710,965$0.03Apr 2026
34ERNIE ImageOpenBaidu1167±84,907$0.03Apr 2026
35ERNIE Image TurboOpenBaidu1164±85,812$0.01Apr 2026
36MAI-Image-2-EfficientMicrosoft AI1160±78,412$0.02Apr 2026
37Ideogram 4.0 Fast (Quality)OpenFal1159±103,760$0.02Jul 2026
38Recraft V4.1 ProRecraft1158±85,180$0.21May 2026
39Qwen Image Max 2512OpenAlibaba1158±85,785$0.02Dec 2025
40Ideogram 4.0Ideogram1155±103,527$0.06Jun 2026
41FLUX.2 [dev] TurboOpenFal1155±86,413$0.01Dec 2025
42FLUX.2 [dev]OpenBlack Forest Labs1155±710,220$0.01Nov 2025
43Recraft V4.1Recraft1154±85,465$0.04May 2026
44Nano Banana (Gemini 2.5 Flash Image)Google1153±711,219$0.04Aug 2025
45Luma UNI 1Luma Labs1151±86,265$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.

0200400600800100012001219Cosmos3-Super-Text2Image…1190HiDream-O1-Image-Dev-26041179Cosmos3-Super-Text2Image-…1176Ideogram 4.0 (Quality)1167ERNIE Image1164ERNIE Image Turbo1159Ideogram 4.0 Fast (Qualit…1158Qwen Image Max 25121155FLUX.2 [dev] Turbo1155FLUX.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 Lite…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.

10001100120013001400Jul 25Sep 25Nov 25Jan 26Mar 26May 26Jul 26Imagen 4 UltraSeedream 4.0Nano Banana Pro (Gemini…GPT Image 1.5 (high)GPT Image 2 (high)Frontier

The frontier has changed hands four times since Imagen 4 Ultra — 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 1341 across 21,431 appearances — a 41-point gap over the chasing pack.

And among open weights?

NVIDIA's Cosmos3-Super-Text2Image (agentic) leads the open-weights cut at 1219 — twelfth overall, ahead of plenty of closed APIs — followed by HiDream-O1-Image-Dev-2604 (1190) and NVIDIA's Cosmos3-Super-Text2Image-4Step (1179).

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 31, 2026. Prices are list API prices per image at default quality and change frequently.