Compare · sources checked 2026-10-24

Us vs everybody

Researched from the public pricing pages and docs of six providers; every source and its check date is listed below. The row you came for is the one where we lose — it's on the trust page, dated.

Available
Partial
Not offered

Capability	runaii	Modal	Baseten	Fireworks	RunPod	Koyeb	JarvisLabs
Serverless per-token APIs	Available: Growing catalog	Available: Python-first	Available: Model APIs	Available: Frontier loop	Available: + pods	Available: + containers	Available: Endpoints
OpenAI-compatible	Available: + Anthropic	Partial: SDK-first	Available: + Anthropic β	Available: Drop-in	Available	Partial: Bring image	Partial: vLLM you run
Dedicated Blackwell GPUs	Available: B200/B300/GB300	Available: B200/H100	Available: Multi-cloud	Available: On-demand	Available: 30+ SKUs	Available: A100/L40S	Available: H200/H100
Training → deploy loop	Partial: Demo (beta)	Available: Full loop	Available: Loops SDK	Available: Signature loop	Available: Pods → serverless	Not offered	Available: VMs → endpoints
Root-access GPU VMs	Available: Per-second	Available: Sandboxes	Not offered	Not offered	Available: Pods	Partial: Containers	Available: VMs
Free tier	Available: $5 credits	Available: $30/mo	Partial: Sales-led	Partial: Usage	Partial: $1k startup	Partial: + $30k startups	Not offered: $5 min top-up
Per-GPU pages	Available: /gpus + here	Available: Glossary	Available: Engines	Available: Demos	Available: /product/*	Available: /deploy	Available: /gpu/*
Status + changelog	Available: /status	Partial	Available: Status	Available: Status	Available: Trust center	Available: Status	Partial

Serverless per-token APIs

runaiiGrowing catalog

Modal: Available: Python-first
Baseten: Available: Model APIs
Fireworks: Available: Frontier loop
RunPod: Available: + pods
Koyeb: Available: + containers
JarvisLabs: Available: Endpoints

OpenAI-compatible

runaii+ Anthropic

Modal: Partial: SDK-first
Baseten: Available: + Anthropic β
Fireworks: Available: Drop-in
RunPod: Available
Koyeb: Partial: Bring image
JarvisLabs: Partial: vLLM you run

Dedicated Blackwell GPUs

runaiiB200/B300/GB300

Modal: Available: B200/H100
Baseten: Available: Multi-cloud
Fireworks: Available: On-demand
RunPod: Available: 30+ SKUs
Koyeb: Available: A100/L40S
JarvisLabs: Available: H200/H100

Training → deploy loop

runaiiDemo (beta)

Modal: Available: Full loop
Baseten: Available: Loops SDK
Fireworks: Available: Signature loop
RunPod: Available: Pods → serverless
Koyeb: Not offered
JarvisLabs: Available: VMs → endpoints

Root-access GPU VMs

runaiiPer-second

Modal: Available: Sandboxes
Baseten: Not offered
Fireworks: Not offered
RunPod: Available: Pods
Koyeb: Partial: Containers
JarvisLabs: Available: VMs

Free tier

runaii$5 credits

Modal: Available: $30/mo
Baseten: Partial: Sales-led
Fireworks: Partial: Usage
RunPod: Partial: $1k startup
Koyeb: Partial: + $30k startups
JarvisLabs: Not offered: $5 min top-up

Per-GPU pages

runaii/gpus + here

Modal: Available: Glossary
Baseten: Available: Engines
Fireworks: Available: Demos
RunPod: Available: /product/*
Koyeb: Available: /deploy
JarvisLabs: Available: /gpu/*

Status + changelog

runaii/status

Modal: Partial
Baseten: Available: Status
Fireworks: Available: Status
RunPod: Available: Trust center
Koyeb: Available: Status
JarvisLabs: Partial

Where they win today

Fireworks · Modal · Baseten

A mature train-to-serve loop. Ours is a beta demo.

Modal

A bigger free tier — $30/mo against our $5.

RunPod

Far more GPU SKUs — 30+ against our Blackwell + VM lineup.

Sources

Modalmodal.com/pricing· checked 2026-10-24
Basetenbaseten.co/pricing· checked 2026-10-24
Fireworksfireworks.ai/pricing· checked 2026-10-24
RunPodrunpod.io/pricing runpod.io/startup-program· checked 2026-10-24
Koyebkoyeb.com/pricing· checked 2026-10-24
JarvisLabsjarvislabs.ai/pricing docs.jarvislabs.ai/faqs· checked 2026-10-24

Compare one-on-one

Modal alternative

runaii vs Modal, on the same sourced rows.

Baseten alternative

runaii vs Baseten, on the same sourced rows.

Fireworks alternative

runaii vs Fireworks, on the same sourced rows.

RunPod alternative

runaii vs RunPod, on the same sourced rows.

Koyeb alternative

runaii vs Koyeb, on the same sourced rows.

JarvisLabs alternative

runaii vs JarvisLabs, on the same sourced rows.

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