Lambda vs Augment Code vs Codespell vs Zed

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

Your tool
Lambda
vs
Competitor 1
Augment Code
Competitor 2
Codespell
Competitor 3
Zed
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Codespell
codespell.ai
CodeSpell, recently rebranded as SoftSpell, operates as an IDE-integrated coding assistant that generates code and documentation through a combination of inline suggestions and chat-based interactions
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Competitor Zed
zed.dev
Speed meets intelligence
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Traffic estimated monthly website traffic
Monthly visits
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1.2Mvisits/mo
MoM change
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▼ 53.3%
▼ 18.1%
6-month growth
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+26.6%
Global rank web
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#9,819,950
#47,672
Avg. last 3 months
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1.6K
1.5M
Bounce rate lower is better
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0%
42%
Pages / visit
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2.8
Visit duration
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1m 56s
Traffic sources
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● Direct 80% · ● Referral 18%
LambdaAugment CodeCodespellZed
0462K923.9K1.4M1.8MCodespell · 4.6KCodespell · 3.9KCodespell · 3.2KCodespell · 1.5KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2M1K10K100K1M10MCodespell · 4.6KCodespell · 3.9KCodespell · 3.2KCodespell · 1.5KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Paid
Free Trial
Freemium
Starting price
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$20per month
$12per month
Free tier
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Standard $20/moBusiness $100/moEnterprise Custom
Starter $12/moGrowth $20/moEnterprise Custom
Personal FreePro $10/moBusiness $30/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeText
Output
Apps
Code
CodeDocuments
Code
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Coding AssistantAI Testing
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
9
5
Coding
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Code autocompletion
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Development
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Testing
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Code reviews
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GPU infrastructure
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Agents
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Debugging
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Modernization
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Agent creation
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Code documentation
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Code testing
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Developer tools
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Git commands
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Model training
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Test automation
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Test cases
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Test creation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
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Saves
0
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0
Reviews
0
0
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0
Prompts
0
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.