Google somehow managed to snatch defeat from the jaws of success with their AI products. They literally forced me and my company out of Antigravity by phasing out AI Ultra subscription without any proper product follow-up. Antigravity IDE cannot even have poweruser subscriptions now from Google Workspace an Gemini Enterprise Agent Platform cannot be attached to Antigravity IDE. Gemini Enterprise Agent Platform has an…
They literally forced me and my company out of Antigravity by phasing out AI Ultra subscription without any proper product follow-up That sounds awful. For those of us who don't follow the AI hype cycle, what does that have to do with the topic of this thread: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber?
Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
241–250 of 616 posts
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#242It's a bit disheartening to see no comparison to other models here - and I'm not sure this pushes the curve anywhere. 3.6 flash is more expensive than GLM 5.2 - but seemingly worse, although this post is really light (lite?) on details. It seemed for a time that Google had finally gotten the ball rolling, but I'm doubting that more and more as time passes. We'll see what happens with 3.5 pro I suppose.
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#243No word about updating Jules, which is still stuck on 3.1 Pro. I get that it's probably niche but I've really appreciated basically being able to give directions to Jules on my phone, then reviewing and merging a GitHub PR fifteen minutes later. It's been great for getting some progress in on a few personal projects during my commute when I can't exactly pull out my laptop. Anyone have any good alternatives?
Both Claude and Codex can code in the cloud, it works quite well! I tested Jules and while the idea is good in theory, I found the model's intelligence to be very lackluster.
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#244IMO Gemini has the best free tier models/app for everyday use. Muse-Spark is perhaps just slightly better, but has none of the connectivity to my GApps (for things like “create a recipe in my Google Docs from this image”). Plus they are probably running these things on every Google search so saving tokens is a huge win for them.
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#245It's a bit disheartening to see no comparison to other models here - and I'm not sure this pushes the curve anywhere. 3.6 flash is more expensive than GLM 5.2 - but seemingly worse, although this post is really light (lite?) on details. It seemed for a time that Google had finally gotten the ball rolling, but I'm doubting that more and more as time passes. We'll see what happens with 3.5 pro I suppose.
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#246Earlier quoted context omitted.
could you explain how to optimize prompt caching or point to a doc about it?
Anything Sam Rose is worth reading: https://ngrok.com/blog/prompt-caching but the implementation will be up to your provider and harness, for deepseek, they expose some numbers: https://api-docs.deepseek.com/guides/kv_cache/ and Anthropic has a list of actions invalidating your cache: https://platform.claude.com/docs/en/build-with-claude/prompt... Basically, you avoid anything dynamic: model change, tool change, etc…
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#247Pelicans for 3.6 Flash and 3.5 Flash-Lite (Cyber isn't available to me through the API yet.) https://tools.simonwillison.net/markdown-svg-renderer#url=ht...
I am growing tired of these pelicans posts every time a new model is published. Feels to me like low effort personal brand promotion. Just sharing my 2 cents.
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#248Earlier quoted context omitted.
I don't think it's that early tbh, agentic coding has ~90% adoption in the US. Claude Code has largely won individual developer mindshare and has been on top ever since it came out. The benchmarks change, but almost nobody opts to use anything other than Claude IME when I ask them. Enterprise is more competitive since they care about costs and other things, but developers leaning towards Claude puts a thumb on the sc…
> Claude Code has largely won individual developer mindshare and has been on top ever since it came out. Claude Code's success is not due to the agent but because the model is considered the best for programming and is very heavily subsidized, compared to pay as you go API prices. Consumers and Enterprise are not really locked in and will go where it makes the most sense. I think they have almost no loyalty by actual…
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#249I wonder how big the Pro model is that Google is using behind the scenes to train these smaller ones. Going on baseless speculation, the lack of accompanying pro models with these flash releases either means: 1) the model is too big to be economical, 2) google doesn't have the compute to serve the big model, 3) their big model has too many alignment issues to serve to the public. edit: looks like benchmarks are up on…
It's also very possible that they know their big model underperforms chatgpt 5.6 and fable by too much, so they are focusing on what they can get wins in like speed instead.
My view then was they are optimising the models for inference ability on their own hardware AND use cases, which is often speed and time to first token.
They've somehow seemed to end up with terrible compute shortages, which again is surprising given how good Google is at infra deployments AND have their own hardware. From rumors out there they are turning down enterprise deals for Gemini because they don't have the compute.
The problem is they're falling further and further behind on frontier class on coding especially, and since I wrote that article it's got even worse with open weights models undercutting them on price AND intelligence.
Re: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
#250Google somehow managed to snatch defeat from the jaws of success with their AI products. They literally forced me and my company out of Antigravity by phasing out AI Ultra subscription without any proper product follow-up. Antigravity IDE cannot even have poweruser subscriptions now from Google Workspace an Gemini Enterprise Agent Platform cannot be attached to Antigravity IDE. Gemini Enterprise Agent Platform has an…
Aren’t the subscriptions extremely subsidized and burning cash for Anthropic and OpenAI? A reasonable explanation is they’re simply abstaining from the war of attrition, especially given cheaper comparable models are breaking the illusion that the “frontier of intelligence” has any kind of per token margin.