llama.cpp vs Kimi Code vs Replicate vs Fireworks AI

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

Your tool
llama.cpp
vs
Competitor 1
Kimi Code
Competitor 2
Replicate
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Remove
Competitor Kimi Code
kimi.com
Writing code means constantly jumping between your editor and browser tabs stuffed with documentation
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
60.1Mvisits/mo
1Mvisits/mo
713.6Kvisits/mo
MoM change
—
▲ 52.2%
▼ 3.1%
▼ 21.1%
6-month growth
—
+33.8%
-30.2%
+62.9%
Global rank web
—
#852
#39,584
#55,462
Avg. last 3 months
—
48.3M
1.1M
743.7K
Bounce rate lower is better
—
37%
35%
43%
Pages / visit
—
3.9
5.6
3.6
Visit duration
—
7m 13s
5m 09s
2m 40s
Traffic sources
—
● Direct 89% · ● Referral 10%
● Direct 92% · ● Referral 6%
● Direct 91% · ● Referral 6%
llama.cppKimi CodeReplicateFireworks AI
015M30.1M45.1M60.1MKimi Code · 43.3MKimi Code · 38.2MKimi Code · 33.5MKimi Code · 44.9MKimi Code · 48.1MKimi Code · 43MKimi Code · 45.3MKimi Code · 39.5MKimi Code · 60.1MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks 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 · 713.6K100K1M10M100MKimi Code · 43.3MKimi Code · 38.2MKimi Code · 33.5MKimi Code · 44.9MKimi Code · 48.1MKimi Code · 43MKimi Code · 45.3MKimi Code · 39.5MKimi Code · 60.1MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks 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
Free
Freemium
Freemium
Freemium
Starting price
Free
$15per month · free tier available
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Free tier
Free tier
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Free trial
–
–
–
–
API access
–
–
Plans
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Adagio FreePlus $15/moPro $31/moMax $79/mo+1 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
TextImages
CodeText
ImagesText
TextImagesCode
Output
Text
Code
VideoTextImagesAudio
TextCode
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
9
7
Developer tools
APIs
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LLM development
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Inference
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–
Models
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–
Development
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–
Coding
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–
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Fine-Tuning
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–
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Local AI
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–
–
API integrations
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–
–
Debugging
–
–
–
Large language models
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–
–
Refactoring
–
–
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Self hosted
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–
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Developer assistance
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–
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Image generation
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–
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Llama 3 on mac
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–
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Shell commands
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–
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Video generation
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 0
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.