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Open Superagent
Unknown OrganizationReleased on Sep 11, 2026

Atria Dawn Preview: Benchmarks, Pricing & Context Window

Atria Dawn Preview is a language model from Unknown Organization, released in September 2026.

Atria Dawn Preview is a preview-stage agentic model from Shanghai AI Laboratory (published under the internlm Hugging Face org), built on a 744B-parameter MoE foundation (the model card states it is trained on the GLM-5.2 base). It targets

Atria Dawn Preview benchmarks

Capability tiers

Standing within each category, adjusted for leaderboard depth.

Real tasks performance

High-confidence performance for Atria Dawn Preview across real-world prompt categories. Only 95% intervals at most 4 points wide are shown.

Performance by conversation depth

How Atria Dawn Preview holds up as conversations get longer.

Quality Tracker

Atria Dawn Preview Performance Across Datasets

Scores sourced from the model's scorecard, paper, or official blog posts

LLM Stats Logollm-stats.com - Tue Sep 15 2026
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Atria Dawn Preview model size

Atria Dawn Preview has 744 billion parameters. See how it compares to other models in the same parameter range.

Parameters
744B
Frontier (200B+)
744B
1B7B70B405B

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Atria Dawn Preview latency

Atria Dawn Preview time to first token, sustained output throughput, and failed-request rate from live model usage over the trailing 7 days.

Atria Dawn Preview examples

Recent arena outputs from Atria Dawn Preview, picked from the highest-ranked matchups.

Atria Dawn Preview license

Atria Dawn Preview is released under the MIT license, which permits commercial use, has 744.0B parameters.

License
MIT
Commercial use allowed
Parameters
744.0B

MIT License - allows commercial use

Atria Dawn Preview resources

Official sources for Atria Dawn Preview: provider documentation, official playground, official launch post, source repository.

Atria Dawn Preview vs other models

The most-compared alternatives to Atria Dawn Preview are GPT-6 Astra, Qwen3.7 Max, Muse Spark 1.1. Open any pair side-by-side for benchmarks, pricing, context, and latency.

Models like Atria Dawn Preview

Models ranked just above and below Atria Dawn Preview by LLM Stats score.

 

GPT-6 Astra

Score pending
 

Qwen3.7 Max

Score pending
 

Muse Spark 1.1

Score pending
 

Ling 3.0 Flash

Score pending
 

Gemini 3.6 Flash

Score pending
 

Kimi K3

Score pending

FAQ

Common questions about Atria Dawn Preview.

When was Atria Dawn Preview released?

Atria Dawn Preview was released on September 11, 2026 by shanghai-ai-lab. This is the official Atria Dawn Preview release date tracked on LLM Stats.

How big is Atria Dawn Preview?

Atria Dawn Preview has 744 billion parameters. It ships as an open-weight model, so you can download and run it on your own hardware.

Who created Atria Dawn Preview?

Atria Dawn Preview was created by shanghai-ai-lab.

What is the license for Atria Dawn Preview?

Atria Dawn Preview is released under the MIT license. This is an open-source / open-weight license that permits self-hosting.

Where is the Atria Dawn Preview paper or technical report?

Atria Dawn Preview has a paper or technical report available at https://huggingface.co/internlm/Atria-Dawn-Preview. Use that source for architecture, training, release and evaluation details.

What models should I compare Atria Dawn Preview against?

Common Atria Dawn Preview comparisons include Atria Dawn Preview vs GPT-6 Astra, Atria Dawn Preview vs Qwen3.7 Max, Atria Dawn Preview vs Muse Spark 1.1. Compare them side by side for benchmark scores, pricing, context window, latency and provider availability.