Fireworks AI vs RunPod vs Anyscale vs Lambda

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

Your tool
Fireworks AI
vs
Competitor 1
RunPod
Competitor 2
Anyscale
Competitor 3
Lambda
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Competitor RunPod
runpod.io
Cheap GPUs on demand
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
2.8Mvisits/mo
79.1Kvisits/mo
—
MoM change
▼ 21.1%
▲ 14.2%
▼ 25.4%
—
6-month growth
+62.9%
+19.0%
-21.0%
—
Global rank web
#55,462
#19,060
#330,039
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Avg. last 3 months
743.7K
2.5M
90.4K
—
Bounce rate lower is better
43%
32%
42%
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Pages / visit
3.6
7.4
3.3
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Visit duration
2m 40s
8m 19s
1m 53s
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Traffic sources
● Direct 91% · ● Referral 6%
● Direct 78% · ● Referral 21%
● Direct 81% · ● Referral 15%
—
Fireworks AIRunPodAnyscaleLambda
0701.3K1.4M2.1M2.8MFireworks 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 · 713.6KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K10K100K1M10MFireworks 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 · 713.6KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
Free tier
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Free tier
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Free trial
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–
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API access
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
CodeImagesText
CodeData
CodeData
CodeData
Output
CodeText
Apps
Data
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
4
0
1
GPU infrastructure
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–
Developer tools
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Development
–
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APIs
–
–
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Fine-Tuning
–
–
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Inference
–
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Cloud infrastructure
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Models
–
–
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LLM development
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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
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.