Lambda vs Cohere vs Defapi vs Phala Cloud

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

Your tool
Lambda
vs
Competitor 1
Cohere
Competitor 2
DDefapi
Competitor 3
Phala Cloud
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.
Remove
Competitor Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
773.1Kvisits/mo
2.4Kvisits/mo
—
MoM change
—
▼ 14.2%
▼ 42.6%
▼ 21.5%
6-month growth
—
+68.3%
-86.2%
—
Global rank web
—
#72,961
#4,650,820
—
Avg. last 3 months
—
758K
4.8K
—
Bounce rate lower is better
—
51%
36%
0%
Pages / visit
—
2.5
1.4
—
Visit duration
—
2m 21s
7s
—
Traffic sources
—
● Direct 78% · ● Referral 20%
—
—
LambdaCohereDefapiPhala Cloud
0225.3K450.6K676K901.3KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KPhala Cloud · 2.7KPhala Cloud · 2.1K1K10K100K1MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
—
Free tier
—
$50.37per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Capabilities input → output
Input
DataCode
AudioTextDocuments
AudioTextImages
TextCode
Output
Apps
TextData
TextImagesAudio
TextApps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
4
8
APIs
–
–
GPU infrastructure
–
–
Developer tools
–
–
API integrations
–
–
–
Cloud security
–
–
–
Large language models
–
–
–
API management
–
–
–
Agents
–
–
–
Chatbots
–
–
–
Cloud computing
–
–
–
Cloud infrastructure
–
–
–
Customer support chatbot
–
–
–
Inference
–
–
–
LLM development
–
–
–
Models
–
–
–
API security
–
–
–
Cybersecurity
–
–
–
Development
–
–
–
Docker management
–
–
–
Model training
–
–
–
Productivity
–
–
–
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
–
–
–
–

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.