LiteLLM vs Context.dev vs SearchCans vs Alma by Olivares AI

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

Your tool
LiteLLM
vs
Competitor 1
Context.dev
Competitor 2
SearchCans
Competitor 3
Alma by Olivares AI
Compare
4 tools · best value per row highlighted
Your tool LiteLLM
litellm.ai
LiteLLM is an open-source AI gateway and LLM proxy that puts more than 140 providers and 1,800 models behind one OpenAI-compatible API key.
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Competitor SearchCans
searchcans.com
SearchCans is a search and content-extraction API service for AI workflows.
Competitor Alma by Olivares AI
olivares.ai
Memory · Agents · Studios An AI that remembers and works for you.
Traffic estimated monthly website traffic
Monthly visits
—
—
8.8Kvisits/mo
—
MoM change
—
▲ 26.4%
▼ 9.6%
—
6-month growth
—
-68.4%
+487.2%
—
Global rank web
—
#3,017,624
#2,433,686
—
Avg. last 3 months
—
4.7K
7.4K
—
Bounce rate lower is better
—
0%
40%
0%
Pages / visit
—
—
1.5
—
Visit duration
—
—
3s
—
Traffic sources
—
—
—
—
LiteLLMContext.devSearchCansAlma by Olivares AI
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8KJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$19per month · free tier available
$18per month · free tier available
$129per month · free tier available
Free tier
Free trial
–
–
–
API access
–
–
Plans
Open Source FreeEnterprise Custom
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Standard $18Starter $99
Community CustomBusiness $129/moBusiness + Regulated Operations $228/moBusiness Max $585/mo+1 more
Capabilities input → output
Input
Text
—
DocumentsTextWeb pages
Text
Output
DataText
—
DataText
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
9
8
Developer tools
–
Web scraping
–
–
APIs
–
–
Agents
–
–
Website crawling
–
–
Research
–
–
Agent memory
–
–
–
Chatbots
–
–
–
LLM gateway
–
–
–
LLM management
–
–
–
Markdown conversion
–
–
–
Model routing
–
–
–
Webscraping
–
–
–
Image generation
–
–
–
Music creation
–
–
–
Self hosted
–
–
–
Video generation
–
–
–
API management
–
–
–
Document data extraction
–
–
–
JSON handling
–
–
–
MCP
–
–
–
Markdown
–
–
–
Markdown formatting
–
–
–
Report generation
–
–
–
Text extraction
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 3
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.