Baseten vs Replicate (2026): Pricing, Features & Verdict
Baseten is our pick, scoring 6.8/10 against 6.2/10 for Replicate on our AI Software criteria. Its biggest advantage: higher Security score (9/10 vs 5/10). Neither Baseten nor Replicate lists a free plan.
Last updated: November 2026
Baseten
6.8/10
Baseten is an AI inference platform that lets engineering teams serve, scale and train open-weight and custom models on managed multi-cloud GPUs, billed per minute.
Replicate
6.2/10
Replicate is a cloud platform that lets developers run, fine-tune and deploy open-source and custom AI models through an API, with GPUs billed by the second.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 6.8/10 | 6.2/10 |
| Integration | 6/10 | 7/10 |
| Analytics | 7/10 | 5/10 |
| Customization | 8/10 | 6/10 |
| Ease of Use | 6/10 | 8/10 |
| Support | 6/10 | 5/10 |
| Cost | 5/10 | 5/10 |
| Scalability | 9/10 | 7/10 |
| Security | 9/10 | 5/10 |
| Pricing | ||
| Free plan | No | No |
| Cheapest paid plan | Contact for pricing | Contact for pricing |
| Estimated cost for 10 users | Contact for pricing | Contact for pricing |
| Features | ||
| API and CLI | ||
| Managed Databases | Not listed | |
| Multiple Regions | Not listed | |
| Object Storage | Not listed | |
| Uptime SLA | ||
| Serverless Functions | ||
| Cloud Compute | Not listed | |
| Managed WordPress | Not listed | |
| VPS Hosting | Not listed | |
| Shared Hosting | Not listed | |
Who Baseten and Replicate suit
Baseten fits enterprise and saas companies better than Replicate.
| Audience | Baseten | Replicate |
|---|---|---|
| Enterprise | 8/10Offers SOC 2 Type II, HIPAA BAAs, single-tenant and self-hosted deployments, BYOK encryption and negotiated SLAs. | 5/10An enterprise tier offers SLAs, DPAs, priority support and volume discounts, but no published compliance certifications were found. |
| SaaS Companies | 9/10Software companies such as Cursor, Notion and Lovable use it to serve AI features in their products. | 6/10Deployments with autoscaling suit production features, but cold starts and idle billing on private models make latency-sensitive SaaS use costly. |
| Developers | 9/10Built for ML and software engineers who package models with a CLI, config files and Python classes. | 9/10Replicate is API-first, with Python and JavaScript clients, Cog packaging, webhooks and streaming, so developers can add AI models with little infrastructure work. |
| Startups | 8/10No contract and per-minute billing with scale to zero suit AI startups, though bills can rise fast with traffic. | 8/10There is no minimum spend, billing is per second, and public models are free while idle, which suits prototyping and early products. |
| Content Creators | Not rated | 4/10The web UI lets non-coders run image and video models, but the product is built mainly around an API and usage billing. |
| Healthcare | 7/10Supports HIPAA with a BAA and zero retention for synchronous inference, and is used by clinical AI firms such as Abridge and OpenEvidence. | Not rated |
| Product Teams | Not rated | 7/10Product teams can try thousands of image, video and language models in the web UI before committing engineering time. |
| Small Business | 2/10Requires ML engineering skills and offers no no-code tools for non-technical teams. | Not rated |
Which One Should You Choose?
Why choose Baseten
- Higher Security score (9/10 vs 5/10)
- Higher Analytics score (7/10 vs 5/10)
- Better fit for enterprise (8/10 vs 5/10)
- Better fit for saas companies (9/10 vs 6/10)
Why choose Replicate
- Higher Ease of Use score (8/10 vs 6/10)
- Higher Integration score (7/10 vs 6/10)
Pros & Cons
Baseten
Pros
- Broad compliance coverage: SOC 2 Type II, SOC 3, HIPAA with a BAA, GDPR and PCI DSS, plus BYOK encryption for model weights and payloads.
- Flexible deployment: the same stack runs on Baseten's multi-cloud pool, on single-tenant clusters, or in a self-hosted data plane inside your own VPC.
- Per-minute GPU billing and scale to zero (min replicas defaults to 0) mean idle dev deployments cost nothing.
- Wide range of GPUs, from T4 at about $0.63 an hour to B200 at about $9.98 an hour, with failover across 20+ cloud providers.
- Built-in logs, metrics and traces for every dedicated deployment, exportable to Datadog, Prometheus, Grafana and New Relic.
Cons
- Covers inference, training and sandboxes only, so databases, object storage and general app hosting need another provider.
- Dedicated replicas bill per minute while they run, including cold-start time and the default 15-minute scale-down delay, which can make bills hard to predict.
- Built for ML engineers. Reviewers say non-technical teams will struggle, and performance tuning still needs ML expertise.
- Very few independent reviews: G2 lists too few reviews to give buying insight.
- SLAs, reserved capacity and volume discounts are only available through negotiated contracts with sales.
Replicate
Pros
- Thousands of ready-to-run community and official models can be called through one API, and Cloudflare cites more than 50,000 production-ready models.
- Public models charge only for active processing time, so prototypes cost nothing while idle.
- The open-source Cog tool packages custom models for upload, and the docs cover webhooks, streaming output and fine-tuning.
- Deployments give private endpoints that autoscale from zero, with minimum and maximum instance caps to keep warm capacity or limit spend.
- Per-second hardware pricing is published openly for every GPU type, from T4 to 8x H100.
Cons
- Cold starts on shared public and community models are the most cited complaint, with reviews reporting delays of tens of seconds or more for custom models.
- Private models and deployments bill for setup and idle time, so latency-sensitive production use costs much more than the list per-second rates suggest.
- Dedicated GPU rates, such as 5.49 USD per hour for an H100, are higher than many raw GPU clouds, according to competitor comparisons.
- No SOC 2 report or public trust center was found, and enterprise SLA terms are not published.
- Bills are hard to forecast because costs vary by model, hardware and billing method, and some canceled runs are still charged.
Not sold on either?
Frequently Asked Questions
Baseten scores higher on our AI Software criteria: 6.8/10 against 6.2/10 for Replicate. The largest gap is in Security: 9/10 for Baseten and 5/10 for Replicate.
No, neither Baseten nor Replicate lists a free plan.
Baseten is the better fit for enterprise: we rate it 8/10 for them, against 5/10 for Replicate.
