Head-to-head · AI Model Hosting
Beam vs Replicate
Beam leads on 1 check, Replicate on 0, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreBeam · 8.4/10
- Free planonly Beam
Beam scores higher on our rubric for ai model hosting: 8.4 against 7.8 out of 10; our editors rank them #10 and #14.
Beam offers free plan; Replicate doesn't.
Beam is the better fit for developers wanting serverless GPUs and batch jobs. Replicate is the better fit for teams deploying community or custom AI models.
- Beam fits best
Developers wanting serverless GPUs and batch jobs
- Replicate fits best
Teams deploying community or custom AI models
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Side by side
| Feature | Beam 8.4/10 Visit ↗ | Replicate 7.8/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.4 | 7.8 |
| Ranking | #10 in AI Model Hosting | #14 in AI Model Hosting |
| Best for | Developers wanting serverless GPUs and batch jobs | Teams deploying community or custom AI models |
| Pricing model | Free plan + paid | Paid |
| Starting price | $89/mo | Not checked yet |
| Free plan | ✓ (best) | — |
| Free trial | — | — |
| Deployment | Cloud, Self-hosted | Cloud |
| Platforms | Web | Web |
| Support | Live chat, Community, Docs | Email, Docs |
| Built for | Small business, Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features Beam 4/4 · Replicate 4/4 | ||
| Autoscaling | ✓ | ✓ |
| GPU accelerators | ✓ | ✓ |
| Private deployment | ✓ | ✓ |
| Batch inference | ✓ | ✓ |
| Specs | ||
| Deployment mode | Both | Both |
| Supported model formats | Not checked yet | Cog, Docker, Transformers, Diffusers |
| Deployment regions | Not checked yet | Not checked yet |
| Our review | ||
| Pros |
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| Cons |
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| Our verdict | Beam is a cloud platform for deploying AI inference endpoints, task queues, sandboxes, training jobs, and other GPU workloads. It is designed for developers and engineering teams building AI products without managing traditional cloud… Read the review → |
Replicate is a web and API platform for running, fine-tuning, and deploying machine-learning models. It is designed for teams that need to work with community, official, private, or custom models, including developers packaging their own… Read the review → |
Strengths and trade-offs
Beam — where it wins
- Serverless GPU inference with workload-based autoscaling
- Queues support retries, callbacks, scheduled jobs, and batch processing
- Cloud, bring-your-own-cloud, and private self-hosted deployment options
Where it doesn't
- Developer limits usage to 5 GPU and 30 CPU containers
- Monthly plan fees are separate from pay-as-you-go compute charges
- Growth includes no published monthly price in the available plan details
Replicate — where it wins
- Supports community, official, private, and custom AI models
- Autoscaling, GPU selection, rollouts, and dedicated endpoints
- Offers logs, metrics, webhooks, and cost tracking
Where it doesn't
- Uses usage-based pricing instead of fixed subscription tiers
- Does not offer a free plan
- Model costs vary by hardware and billing metric
- Beam8.4/10 · Free plan
A flexible hosting layer for serverless GPU inference, queues, and batch jobs.
Visit BeamFull verdict → - Replicate7.8/10 · Paid
A flexible API platform for teams deploying community or custom AI models.
Visit ReplicateFull verdict →
All AI model hosting comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update