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Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

555 pointsby logickkk1today at 3:17 PM445 commentsview on HN

https://console.cloud.google.com/agent-platform/publishers/g...


Comments

dvduvaltoday at 3:29 PM

It does seem like their releases are getting closer together. I get the feeling they realized they were trying to roll out to their entire ecosystem and now they’re focusing more just directly on the AI model itself. I think give it a little time and they’ll start to be one of the competitors too.

Havoctoday at 4:57 PM

Flash Lite: 0.3/m and 2.5/m

Deepseek Pro: 0.435/m 0.87/m

That's wildly ambitious pricing by Google. You can maybe get away with spicy pricing at the SOTA edge but at the lower tiers everything is a lot more price sensitive.

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dumberquestionstoday at 3:27 PM

"..and in some benchmarks like DeepSWE by Datacurve, we observe up to 65%, all at a lower cost per output token."

"3.6 Flash delivers higher precision with fewer unwanted code edits and reduced execution loops, as seen in DeepSWE (49% vs. 37%)"

So which one is it? 65% or 49%?

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XCSmetoday at 4:20 PM

I was expecting 3.6 Pro. It's been so long since the last Pro model...

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pietztoday at 3:36 PM

Are they comparing 3.6 Flash to 5.6 Luna and losing? That's ruff.

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Gecko4072today at 4:12 PM

I read this as a soft let down to not expect too much from 3.5 Pro.

> We have started our most ambitious pre-training run yet, for Gemini 4, and are excited by the progress.

1saadcodestoday at 7:57 PM

Nice to see that it's cheaper than 3.5

yanis_ttoday at 3:27 PM

The benchmarks are not particularly impressive. I suppose they needed to release something since the long pause. But not clear why would I use it now.

TheAtomictoday at 4:49 PM

I have liked using their consumer products but they don't make it easy, that's for sure.

catigulatoday at 3:34 PM

"We made 3.6/4 Pro, but it sucks, so this is the distilled model" vibes.

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spstoyanovtoday at 4:58 PM

Glad to see the price is going down but it's still too high for a "fast" model

AussieWog93today at 4:00 PM

A lot of disappointment here in the comments, but models like these aren't meant to compete with the likes of Fable or GPT 5.6.

I use 3.1 Flash Lite regularly to classify listings on eCommerce websites. It's great for this task - fast, cheap and accurate.

In fact, it was the single best model we tried in terms of the speed vs accuracy vs price tradeoffs - including the Chinese models.

Of course, 3.5 Flash was more accurate but the 5x cost increase couldn't be justified.

3.5 Flash Lite sounds like it could be a strict upgrade for our use case, without a significant increase in costs or drop in speed.

It's not GPT-6 but it's not trying to be. It's a completely different tool and great at what it does.

mfkrausetoday at 3:34 PM

Pretty underwhelming, as expected honestly. I don't want to know what morale is like at DeepMind right now.

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metahosttoday at 4:09 PM

So about the same “intelligence” as Muse Spark 1.1 but 2x faster and about 2x as expensive.

XCSmetoday at 4:43 PM

tl;dr: 3.6 flash is a bit smarter than 3.5 flash, but also a bit more expensive.

My results [0] put Gemini 3.6 Flash at the top.

3.6 Flash high has same $1.5 input price as 3.5 Flash, but output is cheaper from $9.0 to $7.5.

Google said 3.6 Flash is more token efficient, but in my tests it's actually LESS token efficient[1] than 3.5 Flash, so despite the output price reduction, it still costs more.

[0]: https://aibenchy.com/compare/google-gemini-3-6-flash-medium/...

[1]: https://aibenchy.com/compare/google-gemini-3-6-flash-high/go...

luciana1utoday at 4:57 PM

the real product is the naming confusion we made along the way. Gemini 3.6 Flash, 3.5 Flash-Lite, 3.5 Flash Cyber — at this point even the model cards need a model to explain them

sreekanth850today at 3:43 PM

Google is walking backwards, with such a pile of cash in pocket, i feel they are doomed.

vlad_recomplytoday at 4:33 PM

Models are expensive and low performance. On top of that they make you jump through hoops to even use these models without being throttled even for the weaker models. The only reason we are using them is credits. As soon as credits run out we are switching immediately.

gabriel-uribetoday at 4:18 PM

Haven't been excited for a Gemini release since December. Wild to see.

m4tthumphreytoday at 3:57 PM

I'm going to get downvoted/flagged but I feel like we need a new type of "Show HN/Tell HN" etc for "New AI Model Available".

Front page is tedious these days.

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maxdotoday at 4:55 PM

quite a good model, the speed/price/quality ration is a new golden intersection for me, not sure if its as good as grok 4.5 but quite fast/capable model.

baalimagotoday at 4:21 PM

Not good enough for high-end, not cheap enough to be for low-end. Next!

vrosastoday at 6:24 PM

I have no skin in this game and this comment will be gray in a few minutes BUT a friendly reminder that these types of threads are astroturfed heavily by competitor labs and any info should be taken with a massive grain of salt.

speak_plainlytoday at 5:14 PM

It feels like AI is going to be the end of Google. The post-Schmidt company culture cannot produce consistent, consumer-friendly products that any sane person would want to use consistently.

Arshad-Talpurtoday at 6:00 PM

never tried gemini for coding, but this news seems to be compelling, i would definitely give it a try

lukewarm707today at 5:30 PM

"The model will be exclusively available to governments and trusted partners via CodeMender soon as part of a limited-access pilot program"

we are stealing plutocracy from the jaws of emancipation.

i don't want to live in a world where abundance is guarded and shared among politicians and cronies, whilst the rest are left to rot.

fuomag9today at 5:16 PM

no actual cyber model release, useless

ansuman441today at 4:11 PM

Specific to task these can be huge plus point.

canergltoday at 3:43 PM

2 red flags

1- no comparison with gemini 3.1 pro

2- no comparison with any other model

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imagetictoday at 5:52 PM

If only I could use Pi.

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QuesnayJrtoday at 4:41 PM

I remember back when Gemini looked like it was the best model that this comment section was full of confident predictions that Google had "won" and that no one would ever catch up with them again. The most embarassing part is that I kinda believed them.

lwansbroughtoday at 6:44 PM

Plugged 3.5 Flash Lite into an existing agent harness that was previously using 3.1 Flash Lite and this shit just does not work. It's not following instructions and is not producing the correct tool calls.

ur-whaletoday at 7:23 PM

Why exactly are they announcing these completely milquetoast models ?

I'd be low-keying the release if anything, given how lame they are compared to their competition.

What am I missing?

5701652400today at 5:02 PM

if only DeepSeeek supported vision, would never use Gemini.

theplumbertoday at 4:08 PM

I think it’s safe to say Google seems a bit out of the top AI competition now. The “cyber” stuff also starts to become laughable with open models providing the full power without the crap Anthropic, Google, OpenAI are trying to frontload on you(I.e you are not allowed to develop/review a login system, pay a special cyber operation team to do it for you). They really deserve to become irrelevant in the future of AI.

metalliqaztoday at 3:28 PM

Other discussion from a few minutes earlier: https://news.ycombinator.com/item?id=48993130

WhitneyLandtoday at 3:46 PM

The silence is deafening.

Google watches over the last few months a flat out assault on the Pareto curve from American and Chinese companies. Release after release pushing the boundaries of frontier intelligence and price/performance.

And the response from arguably the biggest AI research labs in the world by headcount is Flash 3.6.

What do you do when you are given essentially unlimited resources and still find yourself falling behind?

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onlyrealcuzzotoday at 3:52 PM

Gemini 3.5 flash is already a pretty good model. But, unfortunately, the primary way you can interact with it for coding is through Antigravity - which is actively developer hostile.

It doesn't matter how good the model is if you're (mostly) forced to use it in Antigravity - which turns any model into crap.

Wake me up when Antigravity doesn't suck.

dakollitoday at 4:55 PM

I use 3.5 flash 10x more than any other model, despite have access to all of them. If I'm going to play a slot machine, I'd rather get the pain over with quickly.

lenerdenatortoday at 4:31 PM

We're almost five years into the whole GenAI thing and we're still relying on these guys to spoonfeed us incremental updates.

It's time for them to start focusing on open-weight models and efficiency. Otherwise there's just a layer of marketing hype and "will it do this?" that has to be cut through for evaluation of each and every release cycle.

Models are getting easier and easier to create. The money, if there's any here, is in the harness the user interfaces with, and the data centers running them.

zuzululutoday at 4:12 PM

Google seems to be falling way behind the pack. antigravity cli is pure trash. gpt 3.5 pro is now behind and isn't released yet. GPT 6 and Fable 6 releasing next month. What the hell is going on over there ?

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ecetoday at 3:57 PM

Just switched to AI Plus from Pro, seems like I won't be missing much.

zb3today at 3:56 PM

> we have taken an intentional approach to deploying 3.5 Flash Cyber. The model will be exclusively available to governments and trusted partners

Screw your government! US and Israeli governments should get the least access, but of course we all know they'll be the (only) ones to get full unfiltered access.

tiahuratoday at 3:41 PM

3.5 Pro must really suck.

holistiotoday at 3:37 PM

They are comparing against their own previous models instead of competitors. Not a great sign.

geooff_today at 3:33 PM

At this point just put the Pareto in the bag bruh

accountrequiredtoday at 4:17 PM

whatever, dude. give gemma5

raffael_detoday at 4:32 PM

is it just me or is this one-upping each other every few days getting ridiculous secreting a whiff of desperation?

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