Cloudir | LLM Ops vs Context.dev vs Anyscale vs CleeAI

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

Your tool
Cloudir | LLM Ops
vs
Competitor 1
Context.dev
Competitor 2
Anyscale
Competitor 3
CleeAI
Compare
4 tools · best value per row highlighted
Your tool Cloudir | LLM Ops
cloudidr.com
Cloudir LLM Ops tracks and controls costs for AI agent deployments by monitoring API spending in real time and automatically routing requests to cheaper models when possible
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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Competitor Anyscale
anyscale.com
Scale AI effortlessly
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Competitor CleeAI
cleeai.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
9.1Kvisits/mo
—
79.1Kvisits/mo
1Kvisits/mo
MoM change
▼ 21.0%
▲ 26.4%
▼ 25.4%
▲ 29.5%
6-month growth
+12.7%
-68.4%
-21.0%
-62.5%
Global rank web
#2,357,399
#3,017,624
#330,039
#16,113,847
Avg. last 3 months
14.6K
4.7K
90.4K
617
Bounce rate lower is better
38%
0%
42%
51%
Pages / visit
2.0
—
3.3
1.0
Visit duration
12s
—
1m 53s
—
Traffic sources
—
—
● Direct 81% · ● Referral 15%
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Cloudir | LLM OpsContext.devAnyscaleCleeAI
026.5K53K79.5K106.1KCloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1K101001K10K100K1MCloudir | LLM Ops · 12Cloudir | LLM Ops · 6.3KCloudir | LLM Ops · 8.1KCloudir | LLM Ops · 9.7KCloudir | LLM Ops · 15.6KCloudir | LLM Ops · 23.1KCloudir | LLM Ops · 11.5KCloudir | LLM Ops · 9.1KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KCleeAI · 602CleeAI · 1.9KCleeAI · 2.8KCleeAI · 1.2KCleeAI · 2.9KCleeAI · 937CleeAI · 807CleeAI · 1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$49per month · free tier available
$19per month · free tier available
—
$199per month · free tier available
Free tier
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Free trial
–
–
–
API access
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–
Plans
Starter FreeGrowth $49/moScale $299/moEnterprise Custom
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Basic Plan FreePro Plan $199/moEnterprise Plan $399/mo
Capabilities input → output
Input
Data
—
CodeData
Text
Output
Data
—
Data
Text
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
5
5
LLM gateway
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Cost management
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LLM management
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AI governance
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API cost reduction
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GPU infrastructure
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–
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Model routing
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Model training
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–
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Web scraping
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Website crawling
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–
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APIs
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–
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Cloud computing
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–
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Developer tools
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–
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Agents
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–
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Development
–
–
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LLM development
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–
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LLM security guidance
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–
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Research
–
–
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Text extraction
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–
–
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
–
–
–
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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.