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 lively parameters, Kimi K2.5 roared onto the scene, shaking the likes of GPT 5 and Gemini 3 Professional. On the time, we had lined 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 power to create Sheets to Slides and Docs, we’ll take a look at 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 quick 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, photos, movies, and instruments throughout its duties.
Notice that Kimi K2.5 stands aside for its self-directed agent swarm paradigm. Which principally implies that as a substitute of counting on predefined workflows, the system can now autonomously spawn and coordinate as much as 100 sub-agents. In doing so, it allows hundreds of synchronized operations to run in parallel. This permits Kimi K2.5 to function independently throughout complicated, 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 should use it to raise your on a regular basis duties from easy AI responses to totally shaped AI property.
Generate Gorgeous Displays in Minutes
You could have seen n-number of AI instruments on the market that promise to make a whole PowerPoint presentation for you with only a immediate. None, nevertheless, 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. Try the immediate I used, and the incredible presentation that Kimi K2.5 returned with, all in a matter of minutes.
Methods to Make Displays with Kimi K2.5
- Go to Kimi.com
- Register 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 financial system usually, of the current 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, but it surely did so with a stage of excellence that merely isn’t present in every other AI device. Try the structure, textual content types, theme, and the statistical association of the information throughout the presentation. The presentation itself seems so skilled and interesting that you simply are likely to overlook the appeal of uncooked, genuine knowledge 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 all the time be assured of the information high quality inside your work.
Although always remember, AI could make errors, so be sure to double-check your information 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 planet of information 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 an entire new stage.
With Kimi K2.5, now you can simply narrate your desires to the chatbot within the language of your selection, and the AI mannequin will observe it nicely for the optimum consequence. Don’t imagine me? Try the outcomes we have been in a position to get from Kimi K2.5 for a fairly complete Excel worksheet. The perfect half, all of this took lower than 2 minutes.
Methods to Generate Excel Sheets on Kimi K2.5
- Go to Kimi.com
- Register to your account
- Choose ‘Sheets’ from the menu on the left
- Enter your immediate and look forward to the consequence
Immediate
Create an Excel workbook with three sheets precisely as described beneath. The workbook must be editable by consumer and never pre-populated with random knowledge.
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: Lease, Groceries, Transport, Utilities, Leisure, Eating
- Description (Textual content) – depart column clean
- Fee Methodology (drop-down checklist) 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 knowledge 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 have to 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 unfavorable (over funds)Workbook Necessities
- Use Excel formulation, not static values
- Use knowledge validation for dropdowns
- Guarantee all sheets are linked accurately
- The workbook ought to replace robotically when customers enter quantities in Sheet 1
- Maintain formatting clear {and professional}
Output
My Take
One take a look at the response and that Kimi k2.5 has carried out its job completely. Notice that the worksheet that it comes up with will not be 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 knowledge simply as instructed. In photos 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 appropriate.
In photos 4 to six, you may see that the information entries in any one of many sheets correspond to the appropriate 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 supposed to.
Produce Highly effective PDFs with a Single Immediate
If shows and spreadsheets are about considering, PDFs are about supply. They’re what you ship to shoppers, 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 move, often requires numerous handbook cleanup.
That is the place Kimi K2.5 quietly flexes its actual power. The clear and large distinction from different AI instruments that I skilled was its first-class output format. With the appropriate immediate, it doesn’t simply write content material however assembles a whole 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.
Methods to Generate PDFs with Kimi K2.5
- Go to Kimi.com
- Register to your account
- Choose ‘Docs’ from the menu on the left
- Enter your immediate and look forward to the consequence
Immediate
Create a professionally structured PDF report supposed for normal readers and dealing professionals on the subject “How Synthetic Intelligence Is Altering On a regular basis Work in 2026”
Should embody sections – AI at Work At the moment, What Modified within the Final 12 Months, Advantages and Productiveness Good points, and Challenges and Dangers.
Formatting & Presentation Guidelines –
- Use clear part headings and subheadings
- Embrace a minimum of 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 the most effective AI-generated PDF I’ve ever seen. With an ideal formatting, skilled design structure, and to-the-point info, the AI mannequin actually 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 now not nearly producing solutions. It has now developed to delivering full, usable property. Whether or not it’s shows that look client-ready, Excel workbooks that operate precisely as supposed, or PDFs that learn like polished stories, Kimi K2.5 constantly crosses the road from “assistant” to “operator.” What stands out is each pace and execution. The outputs are structured, linked, and instantly sensible.
That stated, this isn’t an excuse to change off human judgment. Bear in mind, AI can nonetheless slip, so verification stays non-negotiable. However as a device for accelerating severe work, Kimi K2.5 units a brand new benchmark. If that is what open-source AI seems like in 2026, the hole between human intent and completed output is unquestionably at a brand new low.
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