LLMs ranked for vibe coding (based on my experience building projects):
>Claude Code
>Cursor
>Copilot
>Qoder
>Codex
What’s your ranking? Drop yours below 👇
A guy built a tool that sends a design screenshot to Claude, GPT-4o, and Gemini at the same time and then scores which one rebuilt it most accurately.
You upload a screenshot, select the models, and hit generate.
All models run in parallel.
Once they finish, each output is compared to the original using pixel-by-pixel matching.
You can:
compare outputs side by side
use an overlay diff slider to spot differences
test Tailwind or plain CSS outputs
https://t.co/DSx3DK8nC3
I tested every feature inside Claude Cowork (desktop app).
Here’s what most people are missing 👇
If you’re still using Claude only in the browser…
you’re missing the biggest shift in AI workflows this year.
This isn’t just a UI change.
It turns Claude from a chatbot → into an actual operator.
What stood out:
1/ It works directly on your machine
reads, edits, creates files locally
no more uploading files one by one
2/ It handles big tasks properly
breaks work into smaller chunks
runs parallel sub-agents
no timeouts on long jobs
3/ It outputs real deliverables
Excel, PDFs, PPTs not just text
and can chain them together
Where it gets powerful:
4/ Global + folder-level instructions
different rules for different directories
acts differently based on context
5/ Connectors (huge unlock)
Slack, Drive, Notion, Gmail, Figma
pulls real data without copy-paste
6/ Plugins + Skills
reusable workflows for marketing, sales, finance, etc.
7/ Scheduled tasks
automate recurring work (reports, summaries, cleanup)
Best use cases I found:
organizing messy folders
turning raw notes → structured docs
analyzing multiple files at once
generating reports across tools
automating weekly workflows
Biggest mistake people make:
They use it for generation.
But the real value is automation + maintenance.
Someone built an MCP server that connects ChatGPT, Claude, Gemini and Perplexity all inside your IDE at the same time
no tab switching
no copy pasting
no API keys
it’s called Proxima
it connects to your existing accounts and runs all 4 models together locally, then plugs into VS Code, Cursor, Claude Desktop, etc.
what’s interesting:
you can ask all 4 the same question and compare answers
perplexity handles search while claude writes code and gemini reviews it
smart router picks the best model automatically
fallback system switches if one model fails
also comes with:
40+ MCP tools (search, code, debugging, analysis)
local API compatible with OpenAI SDKs
simple Python / JS integration
Someone built an MCP server that connects ChatGPT, Claude, Gemini and Perplexity all inside your IDE at the same time
no tab switching
no copy pasting
no API keys
it’s called Proxima
it connects to your existing accounts and runs all 4 models together locally, then plugs into VS Code, Cursor, Claude Desktop, etc.
what’s interesting:
you can ask all 4 the same question and compare answers
perplexity handles search while claude writes code and gemini reviews it
smart router picks the best model automatically
fallback system switches if one model fails
also comes with:
40+ MCP tools (search, code, debugging, analysis)
local API compatible with OpenAI SDKs
simple Python / JS integration
This guy went from 0 → 33,003 LinkedIn followers in 6 months
Captured 10,965 leads
And sent 0 cold DMs
Most people post on LinkedIn like this:
random topics
random formats
hope it works
He did the opposite.
Built a system 👇
Step 1: Stop guessing content
Instead of thinking:
“what should I post?���
He analyzed:
real conversations
repeated problems
questions people are already asking
Step 2: Use lead magnets (not just posts)
create something valuable (template, checklist, etc.)
ask people to comment a keyword
send it via DM
This drives:
engagement + leads at the same time
Step 3: Automate everything
When posts get:
300+ comments
1000+ comments
Manual DMs don’t scale.
So he built a system that:
detects keywords
sends instant personalized DMs
stores every lead in a CRM
Results:
33k followers
10k+ leads
5–10 inbound leads every week
This guy went from 0 → 33,003 LinkedIn followers in 6 months
Captured 10,965 leads
And sent 0 cold DMs
Most people post on LinkedIn like this:
random topics
random formats
hope it works
He did the opposite.
Built a system 👇
Step 1: Stop guessing content
Instead of thinking:
“what should I post?”
He analyzed:
real conversations
repeated problems
questions people are already asking
Step 2: Use lead magnets (not just posts)
create something valuable (template, checklist, etc.)
ask people to comment a keyword
send it via DM
This drives:
engagement + leads at the same time
Step 3: Automate everything
When posts get:
300+ comments
1000+ comments
Manual DMs don’t scale.
So he built a system that:
detects keywords
sends instant personalized DMs
stores every lead in a CRM
Results:
33k followers
10k+ leads
5–10 inbound leads every week
PSA: Claude is giving free credits to Pro/Max users.
If you’re a paid user, check your email 👇
search for an email from Anthropic / Claude (check spam/promotions too)
click the redemption link inside
Important:
the credit is NOT applied automatically
you must claim it manually
After redeeming:
go to Settings → Usage
turn ON “Additional Usage”
Deadline:
April 17, 2026
Don’t miss free credits.
Same prompt. Same instructions. Same review role.
But the outputs? completely different.
Claude vs Codex… and at this point Anthropic just wants to lose users.