Hugging Face Text Generation Inference
- Also known as
- hugging-face-text-generation-inference
Available worldwide
What is Hugging Face Text Generation Inference?
Text Generation Inference provides infrastructure and tools for running open-source language models at scale, supporting multiple popular architectures with built-in optimizations for inference speed, fine-tuning support, and compatibility with various hardware accelerators.
Hugging Face Text Generation Inference pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Hybrid pricing: $9/mo personal, $20/user/mo teams, custom enterprise. Storage $8-12/TB/mo. GPU compute and inference endpoints metered hourly. Free tier for CPU-only deployments.
PRO
Personal account enhancement
- Private storage
- 20x included inference credits
- 8x ZeroGPU quota and highest queue priority
- PRO Badge
Team
For growing teams
- Instant setup
- Collaborative features
Enterprise
Contact salesCustom onboarding and enterprise features
Add-ons
- Storage$12 per TB
- Spaces Hardware$0 per hour
- Inference Endpoints$0.03 per hour
Platform & deployment
Independently observed- CLI
- Web
- Cloud / SaaS
- Hybrid
- Self-hosted
Integrations (15)
Independently observed- AWS Bedrock
- Amazon SageMaker
- OpenAI API
- Docker
- Kubernetes
- NVIDIA CUDA
- AMD Instinct MI210
- AMD Instinct MI250
- Llama
- Falcon
- StarCoder
- BLOOM
- GPT-NeoX
- T5
- Gemma
Security & compliance
Known vulnerabilities: 2 (1 in the last 12 months), max severity HIGH sourcea count reflects scale & disclosure, not quality
Hugging Face Text Generation Inference alternatives
Other model serving we track, ranked by the same independent score.
- KServelow · 19%
- TorchServelow · 28%
- NVIDIA NIMSelf-hosted GPU-accelerated inference containers for deploying AI models across clouds and edge deviceslow · 36%
- NVIDIA Triton Inference Serverlow · 24%
- LMDeploylow · 23%
- Amazon SageMaker InferenceA cloud platform for deploying machine learning models with low-latency and high-throughput inference capabilitieslow · 40%
All Hugging Face Text Generation Inference alternatives, ranked →
Compare Hugging Face Text Generation Inference
Side by side against other model serving, attribute by attribute, with a source on every value.
- Hugging Face Text Generation InferencevsOllama54/79
- Hugging Face Text Generation InferencevsKServe54/70
- Hugging Face Text Generation InferencevsvLLM54/69
- Hugging Face Text Generation InferencevsTorchServe54/63
- BentoMLvsHugging Face Text Generation Inference57/54
- Hugging Face Text Generation InferencevsNVIDIA NIM54/49
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Hugging Face Text Generation Inference, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Pricing transparency | 100 | 0.08 | 8.4 | ✓ |
| Release cadence | 91 | 0.05 | 4.7 | ✓ |
| Price level | 80 | 0.05 | 4.2 | ✓ |
| Integrations | 35 | 0.09 | 3.2 | ✓ |
| Dependent projects | 39 | 0.06 | 2.5 | ✓ |
| Stars | 76 | 0.03 | 2.0 | ✓ |
| Reliability | 0 | 0.07 | 0.0 | - |
| Capabilities | 0 | 0.08 | 0.0 | - |
| Development activity | 0 | 0.09 | 0.0 | ✓ |
| Security posture | 10 | 0.07 | 0.0 | - |
| Package downloads | 0 | 0.14 | 0.0 | - |
| Security score | 0 | 0.04 | 0.0 | - |
| Developer Q&A activity | 0 | 0.06 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 0 | mediumsource · 2026-08-26 · 65% |
Adoption
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 15 | mediumsource · 2026-08-19 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Python | highsource · 2026-08-26 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-08-26 · 95% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-19 · 75% |
Pricing
Release
Security
| Attribute | Value | Evidence |
|---|---|---|
| Disclosure policy | Yes | mediumsource · 2026-08-19 · 60% |
| Gdpr | Yes | highsource · 2026-08-19 · 75% |
| Vulnerabilities | Count: 2 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=text-generation&per_page=100 · Last 12m: 1 · Max severity: HIGH | highsource · 2026-08-26 · 90% |