SambaNova Cloud vs Defapi vs AIMLAPI vs Fireworks AI

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

Your tool
SambaNova Cloud
vs
Competitor 1
DDefapi
Competitor 2
AIMLAPI
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool SambaNova Cloud
cloud.sambanova.ai
SambaNova Cloud is an inference service where developers call open-source models through an API that follows the OpenAI chat completions format.
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
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Competitor AIMLAPI
aimlapi.com
AIMLAPI is an AI model gateway that exposes more than 1000 models through one API.
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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Traffic estimated monthly website traffic
Monthly visits
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2.4Kvisits/mo
—
713.6Kvisits/mo
MoM change
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▼ 42.6%
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▼ 21.1%
6-month growth
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-86.2%
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+62.9%
Global rank web
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#4,650,820
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#55,462
Avg. last 3 months
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4.8K
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743.7K
Bounce rate lower is better
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36%
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43%
Pages / visit
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1.4
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3.6
Visit duration
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7s
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2m 40s
Traffic sources
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—
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● Direct 91% · ● Referral 6%
SambaNova CloudDefapiAIMLAPIFireworks AI
0226K452K678K904KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K1K10K100K1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Paid
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Freemium
Starting price
Free tier
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Free tier
Free tier
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Free trial
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–
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API access
Plans
Free Custom/moDeveloper Custom/moEnterprise Custom
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
Pay-as-you-go (per 1M tokens) Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
ImagesText
TextImagesAudio
TextImagesAudio
ImagesTextCode
Output
Text
TextImagesAudio
VideoTextImagesCodeAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI API
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
4
7
7
APIs
Developer tools
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Large language models
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LLM development
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API integrations
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–
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Fine-Tuning
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–
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Inference
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–
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LLM gateway
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–
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API management
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–
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Models
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API security
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–
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Development
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Image generation
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MCP
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
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.