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Model rankings

896 models · 5 boards · 2 sources

Artificial AnalysisText-to-image arenaArenaText-to-image arena

Text-to-image arena · Anonymous head-to-head votes · Updated November 11, 2026

Best images
Best open model
Qwen-Image-2.1Alibaba1,046Score
Best from China
Seedream 5.0 ProByteDance Seed1,101Score
Top three by Score
Top three open models
1Qwen-Image-2.1Alibaba · #23 overall1,046
2Ideogram 4.0 (Quality)Ideogram · #30 overall1,028
3FLUX.2 [dev]Black Forest Labs · #47 overall1,000
This week's changes
Simba 3.5Speech · #5New
Bach 1.0 ProVideo · #7New
RankChangeModelScore95% interval
1—Ideogram 4.0 (Quality)OpenIdeogram · 1 more variant1,028±10
2—Cosmos3-Super-Text2Image (agentic)OpenNVIDIA · 1 more variant995±9

Intelligence over time

Each maker's best model at the time on the Artificial Analysis Intelligence Index, by the month it was released.

Gained most · Anthropic +57.2Highest now · Anthropic 64.6Gap between highest and lowest 18.1 ptsTime range Nov 2025 – Nov 2026
64.6Anthropic60.0Google56.9OpenAI50.1Meta46.5Kimi

Arena data comes from the leaderboard dataset it publishes on Hugging Face (CC BY 4.0). Only each board's overall leaderboard is used; scores and ranks are unchanged. dataset · CC BY 4.0

Artificial Analysis data comes from its API (artificialanalysis.ai). Scores are unchanged; ranks follow the scores. artificialanalysis.ai

Open or closed follows the license Arena gives; prices and Artificial Analysis intelligence show only where model names match, otherwise “—”.