act101 vs Developer Toolkit vs Anyscale vs GitBrain

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

Your tool
act101
vs
Competitor 1
Developer Toolkit
Competitor 2
Anyscale
Competitor 3
GitBrain
Compare
4 tools · best value per row highlighted
Your tool act101
act101.ai
Build bigger, better, faster, for less.
Remove
Competitor Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor GitBrain
gitbrain.dev
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
9.7Kvisits/mo
79.1Kvisits/mo
—
MoM change
—
▲ 46.3%
▼ 25.4%
—
6-month growth
—
+253.1%
-21.0%
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Global rank web
—
#2,468,968
#330,039
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Avg. last 3 months
—
6.8K
90.4K
—
Bounce rate lower is better
—
39%
42%
0%
Pages / visit
—
1.4
3.3
—
Visit duration
—
1s
1m 53s
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Traffic sources
—
—
● Direct 81% · ● Referral 15%
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act101Developer ToolkitAnyscaleGitBrain
026.5K53K79.5K106.1KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K1001K10K100K1MDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$29per month · free tier available
$19.99per month
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Free
Free tier
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Free trial
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API access
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–
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Plans
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
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Capabilities input → output
Input
Code
Text
CodeData
Code
Output
Code
Text
Data
Text
Skill level
Advanced
Beginner-friendly
Advanced
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
2
5
5
Code reviews
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Code analysis
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Commit messages
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Developer tools
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Development guide
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–
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GPU infrastructure
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–
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Git
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Model training
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–
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Cloud computing
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–
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Code quality
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–
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Code summaries
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Development guidance
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Development
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Git commands
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LLM development
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 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.