Analyze 200+ LLMs with Cost vs Performance Dashboard

Analyze 200+ LLMs with Cost vs Performance DashboardAnalyze 200+ LLMs with Cost vs Performance Dashboard

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Anu Rawal

• Apr 5

Confused about which LLM gives the best value for your money?

I built an interactive Streamlit dashboard to analyze 200+ LLMs based on cost vs performance, helping users make smarter, data-driven model choices.

🔹 Compared models using performance_per_dollar & speed_per_dollar 🔹 Introduced a “Value Quadrant” to quickly identify best ROI models 🔹 Simplified LLM selection with clear, actionable insights

Tools: Python | Streamlit | Pandas | Data Visualization

💬 Want to optimize cost vs performance for your AI projects? Let’s connect. 🚀

Data Visualization Streamlit Data Analysis pandas Python

Abu Aasif Ansari

• Jun 5

DataStory turns any CSV into a visual story your audience can actually understand. Upload data, pick your audience — Business, NGO, Student, or Social Media — and instantly get charts, AI insights, and a narrative in the right tone.

🔗 Live App: gloss-pink-92515363.figma.site

🎨 Figma File: https://www.figma.com/make/3fXa18CiqXMh5DGpDEJB2b/DataStory-web-app?t=8gpa5UvsYyDBd1RP-1

📱 LinkedIn Post: https://www.linkedin.com/posts/abuaasif_configmakeathon-figmamake-datavisualization-activity-7468491109715935232-htUB?utm_source=share&utm_medium=member_desktop&rcm=ACoAACRm5rcB0nVG0_HUX6-IXfuWqNGquZ-jMQU

Built with Figma Make + Supabase.

Data Visualization Product Design UI Design React Supabase configmakeathon datastorytelling Figma

Nia Nguyen

pro

• Jun 5

Hey Abu! Looks like your video doesn't have audio, the walkthrough needs to cover your idea, the problem you're solving, and the workflow you used. Check out the guidelines and update before the deadline!

Oluwabusola Oyenuga

• Jun 5

A store made $2.3M in revenue and was still losing money. Here’s where it was going wrong.

I built a Sales & Profit Analysis dashboard covering 4 years of data

And the numbers told a story revenue alone would never show.

The findings:

📍Furniture had $740K in sales but only $20K in profit

📍Tables and Bookcases had negative margins which means selling more meant losing more

📍The South region was bleeding compared to every other region

📍Technology was quietly carrying the entire business

The fix wasn’t complicated once the data was clear:

✅Reduce Furniture discounts and renegotiate supplier costs

✅Invest more in Technology since it’s already winning

✅Study the West region and replicate it in the South

That’s what a good dashboard does.

Not just show numbers

It shows you exactly where to act.

This dashboard was built with Power BI.

The hardest part was knowing which questions to ask before touching the tool.

What’s one business decision in your industry that data could make obvious but most people still make on gut feeling?

Data Analysis Microsoft Power BI

Oluwabusola Oyenuga

• 2d

Thank you

Cansaas Agency

pro

• Jun 5

A modern Air Monitoring Dashboard designed to transform complex environmental data into clear, actionable insights. Focused on air quality monitoring, pollution tracking, carbon analytics, and geospatial visualization, helping users understand environmental conditions at a glance through intuitive data visualization and real-time metrics.

📩 Collaborate with Us? Contra Cansaas Agency

uiuxdesign dashboarddesign dashboarddevelopment