Simply earlier this month, Moonshot AI dropped a bomb within the AI world with the Kimi K2.5. With a 1 trillion-parameter MoE mannequin with 32 billion energetic parameters, Kimi K2.5 roared onto the scene, shaking the likes of GPT 5 and Gemini 3 Professional. On the time, we had coated the way it is without doubt one of the strongest contenders for the title of ‘finest open-source mannequin of 2026.’ On this article, we will discover some extra options of Kimi K2.5 that make it worthy of all of the accolades it’s fast-garnering throughout the web.
To recall, Moonshot AI dubs Kimi K2.5 as ‘Visible Agentic Intelligence.’ And as soon as you employ it, you’ll know that it comes with some very highly effective options that earn it the respect that such a title calls for. Right here, we will discover these one after the other. From the flexibility to create Sheets to Slides and Docs, we’ll check out Kimi K2.5 for these options which might be being deemed the higher extent of what AI can do.
We will dive proper into these capabilities, testing them out as we go. However first, a short about what Kimi K2.5 is and what it brings to the desk.
Additionally learn: Kimi K2: The Most Highly effective Open-Supply Agentic Mannequin
What’s Kimi K2.5?
In technical phrases, Kimi K2.5 is a next-generation open-source multimodal mannequin constructed on architectural and coaching upgrades over Kimi K2. With important enhancements over the latter, it now excels at agentic reasoning, imaginative and prescient, and large-scale execution, integrating textual content, photographs, movies, and instruments throughout its duties.
Notice that Kimi K2.5 stands aside for its self-directed agent swarm paradigm. Which mainly implies that as an alternative of counting on predefined workflows, the system can now autonomously spawn and coordinate as much as 100 sub-agents. In doing so, it permits 1000’s of synchronized operations to run in parallel. This enables Kimi K2.5 to function independently throughout advanced, multi-step duties with out requiring handbook orchestration.
Additionally learn: How OpenAI Swarm Enhances Multi-Agent Collaboration?
Now that we all know what Kimi K2.5 is and the way it improves Moonshot AI’s shot at being the highest AI supplier, right here is how you need to use it to raise your on a regular basis duties from easy AI responses to completely shaped AI property.
Generate Gorgeous Displays in Minutes
You could have seen n-number of AI instruments on the market that promise to make an entire PowerPoint presentation for you with only a immediate. None, nonetheless, does this with as a lot finesse because the Kimi K2.5. Strive it as soon as, and you’ll know that the brand new AI mannequin is a league above any competitors on this regard.
I attempted it out for myself and was astonished on the outcomes. Take a look at the immediate I used, and the improbable presentation that Kimi K2.5 returned with, all in a matter of minutes.
The right way to Make Displays with Kimi K2.5
- Go to Kimi.com
- Sign up to your account
- Choose ‘Slides’ from the menu on the left
- Enter your immediate and watch it get to work
Immediate
Give me a ten to 12-slide presentation showcasing the general idea, highlights, key metrics, beneficiaries, and potential impact available on the market and the economic system typically, of the latest commerce deal (“Mom of all Offers”) between India and the European Union
Output
My Take
Kimi K2.5 not solely did its job of placing the data right into a visually interesting format, however it did so with a degree of excellence that merely isn’t present in some other AI instrument. Take a look at the format, textual content types, theme, and the statistical association of the information throughout the presentation. The presentation itself appears so skilled and interesting that you simply are likely to overlook the allure of uncooked, genuine information that Kimi K2.5 was in a position to pull by itself from the farthest corners of the web. Because it mentions the sources to you as nicely, you may at all times be assured of the information high quality inside your work.
Although always remember, AI could make errors, so ensure that to double-check your details and figures for the absolute best use.
Create Complete Excel Worksheets in Seconds
Microsoft Excel is without doubt one of the most sought-after expertise, particularly so on the earth of knowledge and statistics. Although within the period of synthetic intelligence, it was solely a matter of time earlier than AI made Excel and worksheets accessible to non-technical customers as nicely. Lo and behold, Kimi K2.5 now excels at this frontier too, taking issues to a complete new degree.
With Kimi K2.5, now you can simply narrate your needs to the chatbot within the language of your selection, and the AI mannequin will observe it nicely for the optimum outcome. Don’t imagine me? Take a look at the outcomes we had been in a position to get from Kimi K2.5 for a reasonably complete Excel worksheet. The most effective half, all of this took lower than 2 minutes.
The right way to Generate Excel Sheets on Kimi K2.5
- Go to Kimi.com
- Sign up to your account
- Choose ‘Sheets’ from the menu on the left
- Enter your immediate and look ahead to the outcome
Immediate
Create an Excel workbook with three sheets precisely as described under. The workbook must be editable by consumer and never pre-populated with random information.
Sheet 1: Month-to-month Bills
Create a desk named “Expense Log” with the next columns (and their format):
- Class (Textual content) – Fill in with following rows: Hire, Groceries, Transport, Utilities, Leisure, Eating
- Description (Textual content) – depart column clean
- Cost Technique (drop-down record) with these choices solely: Money, UPI, Card, Financial institution Switch
- Date (Date) – depart column clean
- Quantity (Indian foreign money (₹)) – depart column clean
- Month-to-month Price range (Format as Indian foreign money (₹)) – depart column clean
Apply:
Header styling
Desk formatting
Correct column information sortsSheet 2: Class Abstract
Create a desk titled “Month-to-month Spend by Class” with two columns:
- Class
- Whole Quantity Spent (₹)
Guidelines:
- Classes ought to dynamically reference the Class column from Sheet 1
- Whole Quantity should be calculated utilizing formulation, summing the Quantity column from Sheet 1 for every class
- Don’t hard-code numbers
- Add a Grand Whole row that sums all class totals and format it in daring.
Sheet 3: Price range vs Precise
Create a desk titled “Month-to-month Price range vs Precise” with these columns:
Class
- Month-to-month Price range (₹) – Pull values from “Month-to-month Price range” column of Sheet 1
- Precise Spend (₹) – Pull values from “Whole Quantity Spent” part of Sheet 2
- Distinction (₹) – Calculate: Month-to-month Price range – Precise Spend
Apply:
Foreign money formatting (₹)Conditional formatting:
Inexperienced if the distinction is constructive (underneath funds)
Purple if the distinction is adverse (over funds)Workbook Necessities
- Use Excel formulation, not static values
- Use information validation for dropdowns
- Guarantee all sheets are linked accurately
- The workbook ought to replace mechanically when customers enter quantities in Sheet 1
- Maintain formatting clear {and professional}
Output
My Take
One have a look at the response and you recognize that Kimi k2.5 has accomplished its job completely. Notice that the worksheet that it comes up with isn’t editable throughout the window. You’ll have to obtain it earlier than you may make any adjustments.
Proper from the primary sheet, Kimi K2.5 lists all of the columns and rows completely. It even fills within the information simply as instructed. In photographs 1 to three, you may see the programming it carried out for the three sheets on the left. Additionally take a look at the ensuing Excel workbook on the suitable.
In photographs 4 to six, you may see that the information entries in any one of many sheets correspond to the suitable worth change within the subsequent sheets. This proves that Kimi K2.5 didn’t simply produce an Excel sheet that appears skilled, but in addition works the way in which it’s meant to.
Produce Highly effective PDFs with a Single Immediate
If displays and spreadsheets are about considering, PDFs are about supply. They’re what you ship to purchasers, undergo stakeholders, archive for compliance, or publish for the world to learn. And that is precisely the place most AI instruments nonetheless stumble. They’ll generate textual content, positive, however turning that textual content right into a well-structured, professionally formatted PDF, full with headings, tables, spacing, and logical circulation, normally requires a variety of handbook cleanup.
That is the place Kimi K2.5 quietly flexes its actual energy. The clear and big distinction from different AI instruments that I skilled was its first-class output format. With the suitable immediate, it doesn’t simply write content material however assembles an entire doc.
Go forward, check out the instance immediate we examined it out with, and the output thereafter. You’ll certainly be amazed, simply as I used to be.
The right way to Generate PDFs with Kimi K2.5
- Go to Kimi.com
- Sign up to your account
- Choose ‘Docs’ from the menu on the left
- Enter your immediate and look ahead to the outcome
Immediate
Create a professionally structured PDF report meant for basic readers and dealing professionals on the subject “How Synthetic Intelligence Is Altering On a regular basis Work in 2026”
Should embrace sections – AI at Work As we speak, What Modified within the Final 12 Months, Advantages and Productiveness Features, and Challenges and Dangers.
Formatting & Presentation Guidelines –
- Use clear part headings and subheadings
- Embody not less than one desk
- Maintain language clear, non-academic, and fascinating
- Keep away from filler or generic AI hype
Output
My Take
As you may see within the video, Kimi K2.5 got here up with among the best AI-generated PDF I’ve ever seen. With an ideal formatting, skilled design format, and to-the-point data, the AI mannequin definitely ranks one-of-the (if not the) finest choices for producing extremely sensible PDFs inside seconds.
Conclusion
Kimi K2.5 makes one factor very clear: AI is not nearly producing solutions. It has now advanced to delivering full, usable property. Whether or not it’s displays that look client-ready, Excel workbooks that perform precisely as meant, or PDFs that learn like polished studies, Kimi K2.5 constantly crosses the road from “assistant” to “operator.” What stands out is each velocity and execution. The outputs are structured, linked, and instantly sensible.
That stated, this isn’t an excuse to modify off human judgment. Keep in mind, AI can nonetheless slip, so verification stays non-negotiable. However as a instrument for accelerating severe work, Kimi K2.5 units a brand new benchmark. If that is what open-source AI appears like in 2026, the hole between human intent and completed output is definitely at a brand new low.
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