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 lined the way it is likely 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 are going to take a look at 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.
Also 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.
Be aware that Kimi K2.5 stands aside for its self-directed agent swarm paradigm. Which mainly signifies 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 hundreds of synchronized operations to run in parallel. This permits Kimi K2.5 to function independently throughout advanced, multi-step duties with out requiring handbook orchestration.
Also 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 totally shaped AI belongings.
Generate Beautiful Displays in Minutes
You’ll 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. Take a look at the immediate I used, and the implausible presentation that Kimi K2.5 returned with, all in a matter of minutes.
How you can 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 economic system generally, 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 knowledge right into a visually interesting format, nevertheless it did so with a stage of excellence that merely isn’t present in every other AI device. 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 just are likely to overlook the attraction of uncooked, genuine knowledge that Kimi K2.5 was capable of pull by itself from the farthest corners of the web. Because it mentions the sources to you as effectively, you may at all times be assured of the information high quality inside your work.
Although always remember, AI could make errors, so be sure that to double-check your info and figures for the very best use.
Create Whole Excel Worksheets in Seconds
Microsoft Excel is likely one of the most sought-after abilities, 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 effectively. Lo and behold, Kimi K2.5 now excels at this frontier too, taking issues to a complete new stage.
With Kimi K2.5, now you can simply narrate your needs to the chatbot within the language of your alternative, and the AI mannequin will observe it effectively for the optimum consequence. Don’t consider me? Take a look at the outcomes we have been capable of get from Kimi K2.5 for a reasonably complete Excel worksheet. The perfect half, all of this took lower than 2 minutes.
How you can 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 anticipate the consequence
Immediate
Create an Excel workbook with three sheets precisely as described beneath. 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: Lease, Groceries, Transport, Utilities, Leisure, Eating
- Description (Textual content) – depart column clean
- Cost Technique (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 Finances (Format as Indian foreign money (₹)) – depart column clean
Apply:
Header styling
Desk formatting
Correct column knowledge varietiesSheet 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 have to 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 optimistic (beneath price range)
Crimson if the distinction is unfavorable (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 routinely when customers enter quantities in Sheet 1
- Preserve formatting clear {and professional}
Output
My Take
One have a look at the response and that Kimi k2.5 has performed its job completely. Be aware that the worksheet that it comes up with isn’t editable throughout the window. You’ll have to obtain it earlier than you can also 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. Also try the ensuing Excel workbook on the best.
In photos 4 to six, you may see that the information entries in any one of many sheets correspond to the best 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 shows and spreadsheets are about pondering, 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, certain, however turning that textual content right into a well-structured, professionally formatted PDF, full with headings, tables, spacing, and logical stream, often requires numerous 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 best 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.
How you can 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 anticipate the consequence
Immediate
Create a professionally structured PDF report meant for common 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 Right this moment, What Modified within the Final 12 Months, Advantages and Productiveness Beneficial properties, and Challenges and Dangers.
Formatting & Presentation Guidelines –
- Use clear part headings and subheadings
- Embrace no less than one desk
- Preserve language clear, non-academic, and interesting
- 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 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 advanced to delivering full, usable belongings. Whether or not it’s shows that look client-ready, Excel workbooks that perform precisely as meant, or PDFs that learn like polished experiences, 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 change off human judgment. Keep 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 appears like in 2026, the hole between human intent and completed output is definitely at a brand new low.
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