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Together AI launches GLM-5.3 Flash, a cost-effective multimodal LLM

Together AI has released GLM-5.3 Flash, a natively multimodal model with 320 billion parameters and a 1 million token context window. This model is a distilled version of GLM-5.3, offering significantly lower costs and faster inference while maintaining competitive performance on benchmarks like DeepSWE. Perplexity has integrated GLM 5.3 into its Perplexity Computer service, highlighting its capabilities for long-context, multimodal agent workloads. AI

IMPACT This release offers a cost-effective and performant multimodal model, potentially accelerating adoption for agentic and long-context workloads.

RANK_REASON Frontier-lab model release with system card.

Read on Hacker News — AI stories ≥50 points →

AI-generated summary · Google Gemini · from 22 sources. How we write summaries →

Together AI launches GLM-5.3 Flash, a cost-effective multimodal LLM

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0 / 100
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Frontier Release
Frontier-lab model release with system card.
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22 independent sources
Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
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model release, product
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21 days old
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Full methodology in our editorial standards.

COVERAGE [22]

  1. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    glm-5.3 now beats gpt-5.6 sol and claude fable 5 on agentic benchmarks

    glm-5.3 now beats gpt-5.6 sol and claude fable 5 on agentic benchmarks 5.3 flash is right behind it glm-5.3 didn’t even need a new base model to get there @zai_org kept the glm-5.2 base and scaled post-training with more long-horizon environments, more diverse tasks, and more …

  2. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    Deciding should you use GLM-5.3 or GLM-5.3 Flash?

    Deciding should you use GLM-5.3 or GLM-5.3 Flash? GLM-5.3 Flash is 17x cheaper. GLM-5.3 is stronger on the first try. So which one should actually be your default? We mapped it out, read more in the blog 👇 https://t.co/Fm5lWJ5eOp

  3. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    Try GLM-5.3 Flash now 👇

    Try GLM-5.3 Flash now 👇 https://t.co/jGZOQKznH2

  4. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    GLM-5.3 Flash has arrived.

    GLM-5.3 Flash has arrived. @Zai_org's first natively multimodal GLM-5 model packs 320B parameters, 18B active, 1M context, and hybrid attention. On DeepSWE, it nearly MATCHES Luna’s performance while getting more than TWICE as much work done for the same budget. https://t.co/op…

  5. 雷峰网 (Leiphone) TIER_1 中文(ZH) ·

    Is GLM 5.3 Stronger but Harder to Use? We Made It Play the Same Beijing City Driving Game as 5.2

    <section style="text-align: center; margin: 0px 16px; line-height: 1.75em; display: block;"><img class="rich_pages wxw-img" src="https://static.leiphone.com/uploads/new/images/20260901/6a968ecc57a78.jpg?imageMogr2/quality/90" style="width: 100%; display: inline-block; text-align:…

  6. X — Perplexity TIER_1 English(EN) · perplexity_ai ·

    GLM 5.3 is now available in Perplexity Computer.

    GLM 5.3 is now available in Perplexity Computer. Built for long-context, multimodal agent workloads, it beat GLM 5.2 on WANDR, our benchmark for large-scale, evidence-backed research. https://t.co/02FMedtoJb

  7. Together AI blog TIER_1 English(EN) ·

    GLM-5.3 vs. GLM-5.3 Flash on DeepSWE: Cost, Coding, and Routing

    We ran 900 DeepSWE rollouts on GLM-5.3 and GLM-5.3 Flash. Flash gives up 5.6 points of pass@1 at 17x lower cost, and only 2.6 points at pass@4.

  8. Hacker News — AI stories ≥50 points TIER_1 English(EN) · Philpax ·

    GLM-5.3-Flash

  9. dev.to — LLM tag TIER_1 English(EN) · Gaige ·

    GLM-5.3-Flash Is Free (200 Requests/Day): A Hands-On Guide

    <h1> GLM-5.3-Flash Is Free (200 Requests/Day): A Hands-On Guide </h1> <p>The model that anonymously topped OpenRouter for a week — then turned out to be Zhipu AI's open-source GLM-5.3-Flash — also has a free tier: <strong>200 requests per day</strong>, with no GPU, no overseas ca…

  10. dev.to — LLM tag TIER_1 English(EN) · Nokka ·

    Tencent Hy4 Preview, โมเดล 770B open source ที่ชนะ GLM-5.3 ใน blind test

    <h1> Tencent Hy4 Preview, โมเดล 770B open source ที่ชนะ GLM-5.3 ใน blind test </h1> <p><em>โดย Nokka (นก-กา), นักเขียนอิสระสายเทคโนโลยี ผู้เขียนบทความอธิบายเทคโนโลยีให้คนทั่วไปเข้าใจ 30+ บทความบน dev.to | 30 สิงหาคม 2026</em></p> <p><em>บทความนี้เขียนโดย AI (glm-5.3 via ollama-cl…

  11. dev.to — LLM tag TIER_1 English(EN) · Félix Manuel Tamayo Mota ·

    Been using OpenCode Go for a couple months - GLM 5.3 Flash is on 50% promo and the new DeepSeek is incredible

    <p>Been using OpenCode Go for a couple months and it's been worth it for me. I use it a lot for coding with agents.</p> <p>Right now the best one is GLM-5.3-Flash, it's on promo and gives you a ton of usage in 5h (double the normal), with 1M context and it's really solid for code…

  12. dev.to — LLM tag TIER_1 English(EN) · Postal ·

    GLM-5.3-Flash API: What I Tested Before Using It in Production

    <p>I saw the 50% launch discount for GLM-5.3-Flash and had the same reaction I usually have to model promotions: the price is interesting, but the endpoint behavior matters more.</p> <p>So I reduced the test to a few things I could verify quickly: the model ID, a plain text reque…

  13. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash https:// z.ai/blog/glm-5.3-flash # ai

    GLM-5.3-Flash https:// z.ai/blog/glm-5.3-flash # ai

  14. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash Intelligence, Performance and Price Analysis https:// artificialanalysis.ai/models/g lm-5-3-flash Comments: https:// news.ycombinator.com/item?id=

    GLM-5.3-Flash Intelligence, Performance and Price Analysis https:// artificialanalysis.ai/models/g lm-5-3-flash Comments: https:// news.ycombinator.com/item?id=4 9450353 # HackerNews # GLM53 # Flash # Intelligence # Performance # PriceAnalysis # AI # Models

  15. r/LocalLLaMA TIER_1 English(EN) · /u/No_Afternoon_4260 ·

    [Megathread] GLM-5.3-Flash - former ox-alpha

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1vyzzxu/megathread_glm53flash_former_oxalpha/"> <img alt="[Megathread] GLM-5.3-Flash - former ox-alpha" src="https://preview.redd.it/3fgzkyfokqlh1.jpg?width=140&amp;height=74&amp;auto=webp&amp;s=9c11f7a69052ac…

  16. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash Intelligence, Performance and Price Analysis https:// artificialanalysis.ai/models/g lm-5-3-flash # ai

    GLM-5.3-Flash Intelligence, Performance and Price Analysis https:// artificialanalysis.ai/models/g lm-5-3-flash # ai

  17. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash https:// z.ai/blog/glm-5.3-flash # ai

    GLM-5.3-Flash https:// z.ai/blog/glm-5.3-flash # ai

  18. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash https:// z.ai/blog/glm-5.3-flash Comments: https:// news.ycombinator.com/item?id=4 9449507 # HackerNews # GLM53Flash # AI # Technology # MachineLe

    GLM-5.3-Flash https:// z.ai/blog/glm-5.3-flash Comments: https:// news.ycombinator.com/item?id=4 9449507 # HackerNews # GLM53Flash # AI # Technology # MachineLearning # Innovation # ZAI

  19. Mastodon — mastodon.social TIER_1 English(EN) · h4ckernews ·

    GLM-5.3 is now open-weight https:// twitter.com/Zai_org/status/209 3354097122455713 Comments: https:// news.ycombinator.com/item?id=4 9479878 # HackerNews # GLM

    GLM-5.3 is now open-weight https:// twitter.com/Zai_org/status/209 3354097122455713 Comments: https:// news.ycombinator.com/item?id=4 9479878 # HackerNews # GLM53 # openweight # AI # news # machinelearning # innovations

  20. Mastodon — mastodon.social TIER_1 English(EN) · chipsterkids ·

    320B parameters. 🤯 GLM-5.3-Flash is pushing open-weight AI forward. 🧠 320B total parameters ⚡ 18B active per token 🔓 Open weights 👁️ Native multimodal 🛠️ MIT li

    320B parameters. 🤯 GLM-5.3-Flash is pushing open-weight AI forward. 🧠 320B total parameters ⚡ 18B active per token 🔓 Open weights 👁️ Native multimodal 🛠️ MIT licensed The open AI model race is getting seriously competitive. 🚀 Would you actually self-host a 320B model? # AI # GLM5…

  21. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash Intelligence, Performance and Price Analysis https://artificialanalysis.ai/models/glm-5-3-flash # HackerNews # Tech # AI

    GLM-5.3-Flash Intelligence, Performance and Price Analysis https://artificialanalysis.ai/models/glm-5-3-flash # HackerNews # Tech # AI

  22. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    GLM-5.3-Flash https://z.ai/blog/glm-5.3-flash # HackerNews # Tech # AI

    GLM-5.3-Flash https://z.ai/blog/glm-5.3-flash # HackerNews # Tech # AI