Langflow vs opcode vs Gemini CLI vs LangChain
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Langflow
vs
Langflow
Competitor 1
opcode
opcode
Competitor 2
Gemini CLI
Gemini CLI
Competitor 3
LangChain
LangChainCompare
4 tools · best value per row highlighted
Competitor
opcode
opcode
opcode.sh
opcode is a free, open-source desktop application that gives Anthropic's command-line coding agent a graphical interface.
Competitor
Gemini CLI
Gemini CLI
github.com
It can query and edit large codebases, generate new apps from PDFs, images, or sketches using multimodal input, and debug problems when you describe them in plain language.
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
—
—
3.4Mvisits/mo
MoM change
▼ 0.7%
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—
▲ 0.7%
6-month growth
-4.9%
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+21.0%
Global rank web
#217,191
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#13,384
Avg. last 3 months
225.2K
—
—
3.3M
Bounce rate lower is better
44%
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—
42%
Pages / visit
2.2
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—
6.2
Visit duration
1m 04s
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—
5m 29s
Traffic sources
● Direct 76% · ● Referral 24%
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● Direct 73% · ● Referral 24%
LangflowopcodeGemini CLILangChain
Pricing
Model
Free
Free
Free
Freemium
Starting price
Free
Free
Free
$39per month · free tier available
Free tier
Free trial
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API access
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Plans
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Open source Free
Free (personal Google account) Free
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
Text
CodeText
CodeDocumentsImagesText
CodeText
Output
Apps
Code
Code
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
9
6
6
6
Agents
Developer tools
Agent creation
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Development
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LLM development
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Coding
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No-code
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Chatbots
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Workflows
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APIs
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Agent testing
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–
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Code analysis
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Debugging
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MCP
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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
▲ 0
▲ 0
▲ 0
▲ 1
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.