BentoML Alternatives
BentoML is the platform for software engineers to build AI products.
BentoCloud provides fully managed infrastructures for deploying BentoML, OpenLLM, or any model, optimized for performance, scalability, and cost-efficiency.
Explore 18 alternatives to BentoML across 1 category. Updated October 2026.
Featured
Decision Models
Hosted open decision models behind a Jev-compatible API, with an EU-only tier and a lower-cost Peer-to-Peer tier
$0.019 per 1M input tokens (s1-fast), output free
Lium
GPU rental marketplace where independent providers list verified NVIDIA hosts, billed per second
From $0.06/GPU-hour (RTX 3060, 15 Oct 2026)
NanoGPT
One OpenAI-compatible API for 600+ models, with text billed at provider list prices
Pay per prompt, from $0.10
Heabsy
EU inference API on its own GPUs in the EEA, with zero data retention and OpenAI- and Anthropic-compatible endpoints.
From $0.095 per 1M input tokens (flagship Qwen3.8 27B $1.00)
Top BentoML alternatives at a glance
- Replicate. Run and fine-tune open-source models. Deploy custom models at scale. All with one line of code.
- Beam. Open-source serverless GPU cloud with sub-second cold starts and auto-scaling
- Baseten. AI inference platform for deploying and serving ML models with autoscaling and optimized infrastructure
- Cerebrium. Serverless GPU infrastructure for deploying AI models with sub-5 second cold starts
- fal. Build the next generation of creativity with fal. Lightning fast inference.
Compare BentoML with its alternatives
| Product | Pricing Model | Free Tier | Open Source | Hosting | HQ |
|---|---|---|---|---|---|
| BentoML | — | ✓ | ✓ | Cloud + Self-hosted | ๐บ๐ธ United States |
| Replicate | Pay-per-use | — | — | Cloud | ๐บ๐ธ United States |
| Beam | Pay-per-use | ✓ | ✓ | Cloud + Self-hosted | ๐บ๐ธ United States |
| Baseten | Pay-per-use | ✓ | — | Cloud + Self-hosted | ๐บ๐ธ United States |
| Cerebrium | Pay-per-use | ✓ | — | Cloud | ๐บ๐ธ United States |
| fal | Pay-per-use | ✓ | — | Cloud | ๐บ๐ธ United States |
| Simplismart | — | — | — | Cloud + Self-hosted | ๐ฎ๐ณ India |
| Modal | Pay-per-use | ✓ | — | Cloud | ๐บ๐ธ United States |
| DeepInfra | Pay-per-use | ✓ | — | Cloud | ๐บ๐ธ United States |
| Lyceum | Pay-per-use | — | — | Cloud | ๐ฉ๐ช Germany |
| RunPod | Pay-per-use | — | — | Cloud | ๐บ๐ธ United States |
| Together AI | Pay-per-use | — | — | Cloud + Self-hosted | ๐บ๐ธ United States |
| Varion | — | ✓ | — | — | ๐ฑ๐น Lithuania |
| Runware | Pay-per-use | ✓ | — | Cloud | ๐บ๐ธ United States |
| Hostnot GPU | Pay-per-use | — | — | Cloud | ๐ฆ๐ช AE |
| Inceptron | Pay-per-use | — | — | Cloud | ๐ธ๐ช Sweden |
๐ค Inference APIs
Beam
Open-source serverless GPU cloud with sub-second cold starts and auto-scaling
Browse all 150 Inference APIs products
AI Infra Digest
One email a month on what's new in AI infrastructure: launches, tools and price changes worth knowing. No spam, unsubscribe any time.
Is your product missing?