Skip to content

InferenceBaseten

Baseten

Inference cloud for serving any AI model in production.

Category
Inference
Pricing
FREEMIUM
Hosting
Cloud
Platforms
WebAPI
Models
Multi-model
Verified
Jun 7, 2026

Production inference platform offering both pre-optimized Model APIs (Llama, DeepSeek, and more, billed per token) and dedicated GPU/CPU deployments for custom models, billed per minute with no charge for idle time. Custom models are packaged with its open-source Truss format and autoscale, including scale-to-zero. Aimed at low-latency, high-throughput serving.

Capabilities 6

What it actually does — grouped by capability family.

  • Model inference / serving (primary capability)
  • Multi-model access (primary capability)
  • GPU compute (secondary capability)
  • Fine-tuning / training (secondary capability)
  • Embeddings (secondary capability)
  • App / agent deployment (secondary capability)

Pros & cons

  • Prebuilt Model APIs for Llama, DeepSeek
  • Dedicated GPU/CPU deploys for custom models
  • Open-source Truss packaging format
  • Production-grade observability and autoscaling
  • Dedicated GPU rates run pricier than Modal
  • Per-replica cost doubles for redundancy
  • Engineering effort to package custom models

Tags

View all Inference
  • View Modal details
    InferenceFREEMIUM

    Modal

    Modal Labs

    Serverless GPUs. Run training, inference, batch jobs from Python.

    Define cloud workloads in Python, deploy with one command — GPU access on demand, fast cold starts, fair-share pricing. The default 'I need to fine-tune a model from a Jupyter cell' platform.

    Python-decorator infra, no YAML/Dockerfiles
    SDK lock-in; migrating means rewriting
    • gpu
    • serverless
    • python
    • training
  • View Fireworks AI details
    InferenceFREEMIUM

    Fireworks AI

    Fireworks AI

    Fast inference + fine-tuning. Production deployments at scale.

    Optimized inference platform for open-weights models with strong latency numbers and serverless + dedicated deployment options. Fine-tuning supported; vision and audio models alongside text.

    Custom FireAttention inference stack
    Usage pricing scales with traffic
    • inference
    • fine-tuning
    • low-latency
    • production
  • View Together AI details
    InferenceFREEMIUM

    Together AI

    Together

    Hosted inference and fine-tuning for open-weights models.

    Hosted inference and fine-tuning across hundreds of open-weights models (Llama, Mistral, DeepSeek, Qwen, etc.). Strong pricing for inference-at-scale; LoRA + full fine-tuning supported.

    LoRA and full fine-tuning
    Open models only, no frontier closed models
    • inference
    • fine-tuning
    • open-weights
    • lora
  • View Replicate details
    InferenceFREEMIUM

    Replicate

    Replicate

    Run, fine-tune, and deploy thousands of open models via one API.

    A platform to run open-source models with one API call — image, video, audio, and language — plus fine-tuning and custom deploys with pay-per-second billing. No infra to manage.

    Image, video, audio, and language models
    Cold starts on less-popular models
    • model-hosting
    • fine-tuning
    • api
    • open-source