For weeks, everyone had been talking about it. The leaks were piling up. The rumors all revolved around one point: Gemini 3.0 was going to take a decisive step in artificial intelligence.
We saw snippets of captures, rumors about the speed, the capabilities, the understanding of code, and the general intelligence of the model. It was one of the most anticipated launches of the year. This time, it's official: Gemini 3.0 is out for good.
And the question everyone is asking: what changes concretely for you?
What really changes: the speed and ease of use
The first thing you feel with Gemini 3.0 is the speed. The answers come faster, the exchanges are more fluid, you chain the requests without feeling like you are waiting. This is particularly noticeable on slightly heavy requests and long conversations.
Gemini 3.0 remains above all a very versatile model. It is comfortable with text, code, images, audio and "computer use", i.e. the ability to use a computer via its interface like a human. It is this versatility, combined with speed, that most changes the feeling of use.
A creativity that surpasses everything we have known
This is undoubtedly the most impressive aspect on a daily basis.
Gemini 3.0 possesses a creativity of an unprecedented level:
- coherent and original stories
- frankly surprising ideas
- universes invented with a real personality
- answers that carefully connect concepts
- creative advice that seems to come from a very inspired brain
We are no longer talking about AI "that generates text". We are talking about an AI capable of imagining, developing, and proposing new directions.
This is the type of creativity that makes you say: "okay, it's really more intelligent than before."
And for those who want to test the intelligence and creativity of Gemini 3.0 in a real context, the AI assistant of GSkills is an excellent testing ground since it relies on structured, pedagogical and true usage scenarios.
A versatility that is always very broad
Gemini 2.5 Pro was already a very versatile model. Gemini 3.0 continues in the same direction, with improvements that remain discreet but appreciable on a daily basis. The model still manages very well:
- understanding images to analyze interfaces, documents or tables
- long text, reports and complex summaries
- audio for taking notes or summarizing meetings
- the use of the machine itself with "computer use", to chain concrete actions on a workstation
On all these aspects, Gemini 3.0 does not reinvent everything, but it makes the whole thing more fluid, more stable and more predictable. It is above all this combination of speed, reasoning, versatility that makes the difference in real use.
It's clearer, more logical, easier to read
Gemini 3.0 formulates its ideas better. You receive more structured, simpler explanations to follow. Even for somewhat vague questions, we have fewer vague answers.
With us, we see it directly in our AI assistant integrated into GSkills:
- the answers are more complete
- the explanations are more precise
- the assistant points to the right resources at the right time
There's a depth to it that previous versions simply didn't have.
If you're already a customer, you can test Gemini 3.0 now in your AI assistant within GSkills. The AI draws on all of the GSkills content, resulting in much richer and more useful answers on Google Workspace, Gemini, and ChromeOS.
If you're not yet a customer, you can book a demo with access to try it out for yourself.
It's smarter in understanding instructions
The model understands the intention better. And above all, it respects the instructions given to it much better.
Typical examples:
- “summarize the important points of this document without the budget part”
- “write me a simple procedure for sharing a Drive externally for someone who is just starting out”
In GSkills, this evolution takes on a whole new dimension. The AI is based on an educational corpus designed by Numericoach, recognized for more than ten years for its expertise on Google Workspace. The content is rich in concrete examples, real best practices and situations totally aligned with what users experience on a daily basis.
For each request, the AI analyzes the intention and then dynamically searches for relevant information in these premium resources. It doesn't try to guess. It relies on verified knowledge, which guarantees solid, contextualized and surprisingly accurate answers.
A real comfort of work for developers
Even if this article is aimed at the general public, it is impossible not to mention it. Gemini 3.0 provides a real comfort of work for code. It is more coherent, more stable and more creative than Gemini 2.5 Pro, especially for imagining interfaces or proposing complete solutions. We feel that the model thinks better and makes fewer mistakes, which makes it possible to delegate more technical tasks without having to be an expert.
Even if you are not a developer and want to see this difference in action, test Gemini Canvas with Gemini 3.0. It's one of the tools where the progress is most visible, with sometimes surprising results even on complex requests.
Compared to ChatGPT, Grok or Claude, where does Gemini 3.0 stand?
We're not going to compare scoreboards. In practice, everyone has their favorite model depending on their habits and experience. Some prefer ChatGPT, others Claude or Grok. But what already stands out is that Gemini 3.0 offers capabilities that the others don't yet have. Its intelligence seems more natural, its understanding finer and its creativity deeper.
That doesn't mean the other models are bad. On the contrary. This competition is excellent news. It pushes OpenAI, Anthropic, xAI and others to surpass Gemini, which will then push Google to surpass them in turn. This dynamic ultimately benefits users, because each new version becomes more useful, more intelligent and more accessible.
Gemini 3.0 is therefore today a particularly impressive model, but the real good news is that this race will continue and pull all AI upwards.
What we see in our data
Even before the Google Workspace integrations are available, we can already observe several very concrete elements thanks to our AI tools and our practical tests.
Faster answers to complex queries
Thanks to our systems, we measure the average processing time of requests. For difficult requests, we are already seeing a significant improvement:
- In terms of latency, the AI thinks much faster, especially on complex subjects
- Much richer and more complete answers, up to 2x longer.
This is not the heart of Gemini 3.0, but the gain exists and it is measurable.
A much more marked depth of response
That's what strikes you the most quickly. Even on a single test conversation, we can see that Gemini 3.0:
- better structures its ideas
- provides richer explanations
- creates more coherent content
- develops a much more thorough reflection
The answers are more like a guided reflection than a simple text generation.
Better adaptation to users via our prompt suggestions
We are testing Gemini 3.0 with our prompt suggestions that serve as entry points for users. For example:
- “how to use the Lambda function of Google Sheets”
- “how to use a Shared Drive”
- “how to add a label to my emails”
What we are already seeing:
- the explanations are more educational
- the level of detail adjusts better to the expected profile
- the answers are less generic and more personalized
- the examples provided are more relevant
It's a real difference, visible instantly.
And a fun fact: many users ask Gemini 3.0... questions about Gemini 3.0. This is always what happens during a major model launch.
What this means for the near future
This launch marks a turning point accessible to everyone, not just AI professionals. With Gemini 3.0:
- individuals will be able to do more things, faster
- creators will have a more powerful tool
- students will learn more simply
- businesses will reduce daily friction
- developers will save time, a lot of time
And this is just the beginning. Integrations within Google Workspace will arrive in the coming weeks, and then the impact will be even more visible.
In summary
Gemini 3.0 brings three major changes:
- a clear improvement in intelligence, with deeper answers and much more structured reasoning
- a higher level of creativity, capable of producing truly original ideas and content
- a finer understanding of instructions, even when they are vague or incomplete
It's not just a new version, it's a major leap. Gemini 3.0 makes AI much more enjoyable to use, whether for work, learning, or simply exploring ideas.
For companies
If you want to deploy or accelerate the adoption of Google Workspace, Gemini and ChromeOS in your organization, you can discover GSkills, the Numericoach LMS platform available in more than 15 languages.
GSkills builds on more than ten years of Numericoach's expertise in the Google environment. The platform combines interactive paths, an integrated AI assistant with Gemini 3.0, a connection to the Google admin console for real data, proven educational content and measurable adoption tracking. It is the ideal solution to support your teams and prepare for the arrival of Gemini 3.0 on a large scale.
You can book a demo with access below 👇
