llama.cpp vs Cursor vs OpenAI Codex CLI vs Vertex AI

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
llama.cpp
vs
Competitor 1
Cursor
Competitor 2
OpenAI Codex CLI
Competitor 3
Vertex AI
Compare
4 tools · best value per row highlighted
Your tool llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Remove
Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
Make main Remove
Competitor OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
Make main Remove
Competitor Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
4.5Mvisits/mo
—
—
MoM change
—
▲ 7.8%
—
—
6-month growth
—
-1.8%
—
—
Global rank web
—
#15,584
—
—
Avg. last 3 months
—
4.4M
—
—
Bounce rate lower is better
—
57%
—
—
Pages / visit
—
2.4
—
—
Visit duration
—
1m 36s
—
—
Traffic sources
—
● Referral 80% · ● Mail 13%
—
—
llama.cppCursorOpenAI Codex CLIVertex AI
01.2M2.3M3.5M4.6MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5M1M10MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Paid
—
Starting price
Free
$20per month · free tier available
—
—
Free tier
–
–
Free trial
–
–
–
–
API access
–
–
Plans
—
Plan $20.0 $20/moEnterprise $0/mo
GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
—
Capabilities input → output
Input
TextImages
CodeText
TextImagesCode
VideoTextImagesDocumentsCode
Output
Text
Code
Code
ImagesTextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
4
11
Developer tools
–
Coding
–
–
Agents
–
–
LLM development
–
–
APIs
–
–
Local AI
–
–
–
Agent creation
–
–
–
Code reviews
–
–
–
Debugging
–
–
–
Development
–
–
–
Large language models
–
–
–
Model training
–
–
–
Models management
–
–
–
Refactoring
–
–
–
Self hosted
–
–
–
Agent management
–
–
–
Code documentation
–
–
–
Fine-Tuning
–
–
–
LLM training
–
–
–
Llama 3 on mac
–
–
–
Prompt management
–
–
–
Terminal
–
–
–
Terminal commands management
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
3
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.