Haystack vs CodingFleet vs Runcell vs GitHub Copilot CLI

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

Your tool
Haystack
vs
Competitor 1
CodingFleet
Competitor 2
Runcell
Competitor 3
GitHub Copilot CLI
Compare
4 tools · best value per row highlighted
Your tool Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
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Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
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Competitor Runcell
runcell.dev
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Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
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Traffic estimated monthly website traffic
Monthly visits
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138.8Kvisits/mo
176.9Kvisits/mo
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MoM change
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▲ 37.7%
▲ 4.1%
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6-month growth
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+130.9%
+13.2%
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Global rank web
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#323,656
#279,476
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Avg. last 3 months
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101.4K
168.7K
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Bounce rate lower is better
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46%
45%
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Pages / visit
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1.8
1.8
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Visit duration
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35s
45s
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Traffic sources
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● Direct 88% · ● Referral 10%
● Direct 73% · ● Referral 27%
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HaystackCodingFleetRuncellGitHub Copilot CLI
044.2K88.4K132.7K176.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9K10K100K1MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
Free
Starting price
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$7per month · free tier available
$20per month · free tier available
Free
Free tier
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Free trial
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API access
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Plans
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Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
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Capabilities input → output
Input
CodeDocuments
CodeText
DataText
CodeText
Output
Apps
Code
CodeData
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
6
5
Coding
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Agents
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Code explanations
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Developer tools
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Agent creation
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Data analysis
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Jupyter notebooks
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LLM development
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RAG
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GitHub pull requests
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Python
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Python code debugging
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Agent memory
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Code testing
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Data science
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Debugging
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GitHub management
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Self hosted
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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0
0
Reviews
0
0
0
0
Prompts
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0
0
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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.