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 ‘greatest 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 utilize 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 are 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.
Word that Kimi K2.5 stands aside for its self-directed agent swarm paradigm. Which mainly signifies 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 permits 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 utilize it to raise your on a regular basis duties from easy AI responses to totally fashioned AI belongings.
Generate Gorgeous Shows 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, nevertheless, does this with as a lot finesse because the Kimi K2.5. Attempt 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 incredible presentation that Kimi K2.5 returned with, all in a matter of minutes.
Methods to Make Shows 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 economic 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, however it did so with a stage of excellence that merely isn’t present in some other AI instrument. Take a look at the structure, textual content kinds, theme, and the statistical association of the info throughout the presentation. The presentation itself seems to be so skilled and interesting that you just are inclined to overlook the allure 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 effectively, you’ll be able to all the time be assured of the info high quality inside your work.
Although always remember, AI could make errors, so be certain that to double-check your info and figures for the absolute best use.
Create Total Excel Worksheets in Seconds
Microsoft Excel is without doubt one of the most sought-after expertise, particularly so on the planet 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 effectively. 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 comply with it effectively for the optimum end result. Don’t imagine me? Take a look at the outcomes we had 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 end result
Immediate
Create an Excel workbook with three sheets precisely as described under. The workbook ought to 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: Hire, Groceries, Transport, Utilities, Leisure, Eating
- Description (Textual content) – go away column clean
- Fee Technique (drop-down checklist) with these choices solely: Money, UPI, Card, Financial institution Switch
- Date (Date) – go away column clean
- Quantity (Indian foreign money (₹)) – go away column clean
- Month-to-month Finances (Format as Indian foreign money (₹)) – go away 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
- Complete Quantity Spent (₹)
Guidelines:
- Classes ought to dynamically reference the Class column from Sheet 1
- Complete Quantity should be calculated utilizing formulation, summing the Quantity column from Sheet 1 for every class
- Don’t hard-code numbers
- Add a Grand Complete row that sums all class totals and format it in daring.
Sheet 3: Finances vs Precise
Create a desk titled “Month-to-month Finances vs Precise” with these columns:
Class
- Month-to-month Finances (₹) – Pull values from “Month-to-month Finances” column of Sheet 1
- Precise Spend (₹) – Pull values from “Complete Quantity Spent” part of Sheet 2
- Distinction (₹) – Calculate: Month-to-month Finances – Precise Spend
Apply:
Foreign money formatting (₹)Conditional formatting:
Inexperienced if the distinction is constructive (underneath price range)
Crimson if the distinction is detrimental (over price range)Workbook Necessities
- Use Excel formulation, not static values
- Use knowledge validation for dropdowns
- Guarantee all sheets are linked appropriately
- The workbook ought to replace mechanically when customers enter quantities in Sheet 1
- Preserve formatting clear {and professional}
Output
My Take
One take a look at the response and you recognize that Kimi k2.5 has achieved its job completely. Word 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 modifications.
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’ll be able to see the programming it carried out for the three sheets on the left. Additionally take a look at the ensuing Excel workbook on the precise.
In photos 4 to six, you’ll be able to see that the info entries in any one of many sheets correspond to the precise worth change within the subsequent sheets. This proves that Kimi K2.5 didn’t simply produce an Excel sheet that appears skilled, but additionally works the way in which it’s meant 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 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 will generate textual content, certain, however turning that textual content right into a well-structured, professionally formatted PDF, full with headings, tables, spacing, and logical stream, often requires a variety of 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 precise 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.
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 end result
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 embody sections – AI at Work At present, 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 a minimum of one desk
- Preserve language clear, non-academic, and interesting
- Keep away from filler or generic AI hype
Output
My Take
As you’ll be able to see within the video, Kimi K2.5 got here up with top-of-the-line AI-generated PDF I’ve ever seen. With an ideal formatting, skilled design structure, and to-the-point data, the AI mannequin definitely ranks one-of-the (if not the) greatest 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 belongings. Whether or not it’s shows that look client-ready, Excel workbooks that operate 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, related, and instantly sensible.
That mentioned, 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 critical work, Kimi K2.5 units a brand new benchmark. If that is what open-source AI seems to be like in 2026, the hole between human intent and completed output is definitely at a brand new low.
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