llama.cpp vs Qodo (Formerly Codium) vs Continue vs Replicate

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

Your tool
llama.cpp
vs
Competitor 1
Qodo (Formerly Codium)
Competitor 2
Continue
Competitor 3
Replicate
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 Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
Competitor Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
276.5Kvisits/mo
410.4Kvisits/mo
1Mvisits/mo
MoM change
—
▲ 9.3%
▼ 16.6%
▼ 3.1%
6-month growth
—
-29.0%
-24.4%
-30.2%
Global rank web
—
#170,528
#106,338
#39,584
Avg. last 3 months
—
268.7K
539.2K
1.1M
Bounce rate lower is better
—
41%
48%
35%
Pages / visit
—
2.4
2.4
5.6
Visit duration
—
49s
1m 44s
5m 09s
Traffic sources
—
● Direct 85% · ● Referral 11%
● Direct 93% · ● Referral 6%
● Direct 92% · ● Referral 6%
llama.cppQodo (Formerly Codium)ContinueReplicate
0415.2K830.4K1.2M1.7MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$30per month
Free
—
Free tier
–
–
Free trial
–
–
–
API access
–
–
–
Plans
—
Free Trial CustomPro Team $30/moEnterprise Custom
—
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
ImagesText
Code
CodeText
ImagesText
Output
Text
CodeText
Code
AudioImagesTextVideo
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
10
3
9
Code reviews
–
–
Coding
–
–
APIs
–
–
Developer tools
–
–
LLM development
–
–
Development
–
–
Local AI
–
–
–
Testing
–
–
–
API integrations
–
–
–
Code quality
–
–
–
Code testing
–
–
–
GitHub pull requests
–
–
–
Inference
–
–
–
Large language models
–
–
–
Models
–
–
–
Self hosted
–
–
–
Test cases
–
–
–
Test creation
–
–
–
Unit tests
–
–
–
Code analysis
–
–
–
Image generation
–
–
–
Llama 3 on mac
–
–
–
Video generation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.