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GPT · Last 7 days

GPT-6 Astra

0–100 · higher means more positive community experience, not benchmark performance.

Updated 2026-09-05 14:21 UTC · 2026-08-29 – 2026-09-05 UTC
Community score56.5/100140 comments in 7 days

Community reviews

Selected comments from the last 7 days. The balance of excerpts does not represent the share of positive reviews.

28 selected excerpts

NegativeGeneral text

“Was good last week, horrible with astra, completely burned thru entire week on 20x rn in 5 hours”

MixedReasoning

“I got burned myself. Once I had AI organize data, I repeatedly and emphatically constrained it, and in the end it mixed in a fabricated but seemingly reasonable number among several real data points. The reasoning process looked airtight. When my boss asked me to find the source, I couldn't. Later when I checked the original data, I realized that number simply didn't exist.”

ZhihuzhMachine translated
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我自己就被坑过。有一次让 AI 整理数据,我三令五申的约束,最终它在数个真实数据里,混入了一个凭空捏造、看似合理的数字,推理过程看起来严丝合缝,我被领导要求找出处的时候找不到。后来核对原始数据才发现,那个数字根本不存在。

NeutralGeneral text

“It feels more like a routine update, rather than the so-called AGI being advertised. Many outputs are slightly better, it is faster, and it sounds a little more natural.”

ZhihuzhMachine translated
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更像是常规的更新,并不至于到宣传的所谓AGI的样子。大概就是很多输出质量变得略高,然后速度变快,说人话程度略微提高

PositiveReasoning

“Astra used the official website, indicated the exact parking to use, and corrected and updated the prices”

NegativeSpeed & latency

“Astra will chew up tokens”

NeutralReasoning

“Quote from the thinking *summary*. And it left out the helmet :(”

MixedSpeed & latency

“It's also really slow, feels slower than 5.6 sol max, probably because the scale went up.”

ZhihuzhMachine translated
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慢也是真慢,感觉比5.6 sol max慢,估计是规模上来了

NegativeRoleplay / creative

“AI overuses short sentences, sometimes intentionally keeps them terse, resulting in AI writing that often feels breathless, with chaotic rhythm.”

ZhihuzhMachine translated
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ai滥用短句,有时候还刻意简洁,导致ai文经常有种气息不通顺,节奏混乱的感觉

NegativeGeneral text

“The beginning is good, the first paragraph is good, the more you go on the worse it gets.”

ZhihuzhMachine translated
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开头较好,第一段较好,越往后越差

NegativeGeneral text

“Short stories are nothing. Wait until it can write a novel of at least 100,000 characters and still sell it, then come back and talk about this.”

ZhihuzhMachine translated
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短篇都没什么,等它能写至少十万字长度的小说还能卖出去的时候再来说这个

NegativeSafety & refusals

“I've used it, and the situation you mentioned does happen. But I found that it starts to get lazy and finds ways to not finish the work, and begins taking shortcuts. This is actually not what I wanted...”

ZhihuzhMachine translated
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我用了,你说的这个情况也有,但是我发现他会开始偷懒以及想方法不去把活做完,而且开始走作弊路线。这其实不是我想要的...

NegativeSpeed & latency

“Astra seems to be really slow. Maybe it intends to read more context. But from my experience it is definitely slower than 5.6 sol when handling same tasks.”

PositiveRoleplay / creative

“Overall it's probably smooth if you don't over-criticize and require every sentence to be meaningful.”

ZhihuzhMachine translated
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整体看下来估计还是顺的,如果你不过度考究要求每一句都有意义的话

NegativeLocal deploy

“I asked it to deploy gpt6 locally for me and it couldn't even do that. Trash.”

ZhihuzhMachine translated
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我让他把gpt6给我布置到本地都做不到,垃圾

PositiveSpeed & latency

“It is (uses way less tokens)”

NegativeImage / vision

“Opus was more accurate in terms of for example this small building in the right down corner”

NegativeReasoning

“After using GPT6 Astra for a whole morning, I feel it's still just a manual labor model, completely lacking the feeling when Fable5 first debuted”

ZhihuzhMachine translated
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GPT6 Astra蹬了一上午我感觉还是一个力工模型,完全没有Fable5横空出世时的感觉

NegativeSpeed & latency

“top of the line has never been an excuse for horribly inefficient”

PositiveSafety & refusals

“you can say "why is it not committed yet?" and it will give you an explanation and say it's actually ready to be committed. But it won't commit unless you explicitly say so. Well thank God, because that's the correct behavior”

MixedGeneral text

“The actual improvement is not that big and then they say AGI is advancing vigorously through marketing, now they're also desensitizing these model releases, after all the fuss it's just changing the definition of AGI. Though it really is a decent model”

ZhihuzhMachine translated
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实际提升没那么大然后说是AGI猛猛营销,现在对这些模型发布也是脱敏了,搞半天就是把AGI的定义改变。不过确实是不错的模型

PositiveCoding

“Tried it initially, it's very good in coding, but it doesn't overwhelm Fable 5.1”

ZhihuzhMachine translated
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初步试了一下,在 coding 方面非常好,但并没有碾压 fable 5.1

NegativeSafety & refusals

“Astra is blocking quite a lot of legitimate cybersecurity work for me right now — which is pretty much the exact reason I signed up for TAC in the first place”

NeutralSpeed & latency

“Its cache creation is quite expensive, and calling sub-agents consumes quickly too. I had everything set to max and xhigh for testing. If you didn't enable fast or similar and feel like it's consuming quickly, it's most likely a problem with your environment, because based on feedback from those around me and online, everyone feels it's consuming much slower than expected”

ZhihuzhMachine translated
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它的缓存创建是比较贵的,而且调用子agent的消耗也会很快,我本身是全开max和xhigh去测试的。如果你没开fast之类的感受到消耗很快,那大概率是你环境出问题了,因为就我附近和外网的反馈来说,都觉得它消耗的比预期慢多了

NegativeSafety & refusals

“The restrictions are going to be a huge problem as it was rare with SOL, but when it happened it was super annoying fixing it”

NegativeCoding

“It goes to GitHub to find ready-made solutions [crying laughing emoji].”

ZhihuzhMachine translated
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它会去github找现成的[飙泪笑]

PositiveRoleplay / creative

“After evolving a few more versions, it will cost more than hiring a human to write novels.”

ZhihuzhMachine translated
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再进化几个版本就比人写小说贵了

PositiveCoding

“Astra is on another level 🤯”

NegativeImage / vision

“A model with incomplete multimodal capabilities achieving AGI? No way.”

ZhihuzhMachine translated
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多模态能力都不全的模型,实现个屁的AGI