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Together AI 发布 GLM-5.3 Flash,一款高性价比的多模态大模型

Together AI 发布了 GLM-5.3 Flash,这是一款原生多模态模型,拥有 3200 亿参数和 100 万 token 的上下文窗口。该模型是 GLM-5.3 的蒸馏版本,在保持 DeepSWE 等基准测试竞争力的同时,显著降低了成本并加快了推理速度。Perplexity 已将 GLM 5.3 集成到其 Perplexity Computer 服务中,突显了其在长上下文、多模态代理工作负载方面的能力。 AI

影响 此次发布提供了一款高性价比且性能强大的多模态模型,有望加速代理和长上下文工作负载的应用。

排序理由 前沿实验室模型发布,附带系统卡。

在 Hacker News — AI stories ≥50 points 阅读 →

AI 生成摘要 · Google Gemini · 来自 22 个来源。 我们如何撰写摘要 →

Together AI 发布 GLM-5.3 Flash,一款高性价比的多模态大模型

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Frontier Release
前沿实验室模型发布,附带系统卡。
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22 independent sources
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Topics
model release, product
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High
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21 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.
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+6 source(s) since last score
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完整方法见我们的编辑标准

报道来源 [22]

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

    glm-5.3 在代理基准测试中现已超越 gpt-5.6 sol 和 claude fable 5

    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 ·

    决定是否使用 GLM-5.3 还是 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 ·

    立即试用 GLM-5.3 Flash 👇

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

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

    GLM-5.3 Flash 现已推出。

    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) ·

    GLM 5.3 更强但更难用?我们让它玩了和 5.2 一样的北京城市驾驶游戏

    <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 现已在 Perplexity Computer 上可用。

    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:成本、编码和路由

    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 免费(每日 200 次请求):上手指南

    <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, 770B 模型开源,在盲测中击败 GLM-5.3

    <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 ·

    使用 OpenCode Go 已有数月 - GLM 5.3 Flash 正在进行 50% 促销,而新的 DeepSeek 令人难以置信

    <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:我在生产环境中使用前进行的测试

    <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 智能、性能与价格分析 https://artificialanalysis.ai/models/glm-5-3-flash 评论: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 智能、性能和价格分析 https://artificialanalysis.ai/models/glm-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 评论: 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 已开放权重 https://twitter.com/Zai_org/status/2093354097122455713 评论: https://news.ycombinator.com/item?id=409479878 #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 ·

    3200亿参数。🤯 GLM-5.3-Flash正在推动开放权重AI向前发展。🧠 3200亿总参数 ⚡ 每token 180亿活跃参数 🔓 开放权重 👁️ 原生多模态 🛠️ 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 智能、性能和价格分析 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