No free lunch

The shame page

A factual directory of “start free” dead ends: paid-only APIs, retired tiers, web playgrounds, BYOK gateways, and free weights that still leave you paying for compute.

This is evidence, not outrage. Providers can leave this page whenever they publish a genuinely free hosted inference offer.

Showing 37 records

AI/ML API

Free Tier Paused

The authoritative current FAQ says the Free Tier is paused; live aliases containing :free do not override that statement.

Ai2 Playground

Web Playground Only

Ai2 directs API users to external paid routes; its playground is not a documented general developer API.

ALIA Spain

Open Models No Public API

Publishes open models and resources, but no stable public developer inference endpoint with current auth and quotas.

Avian API

Prepaid Only

Current models have positive prices and credits must be prepaid; Start Free is signup wording, not a compute allowance.

Chutes

Paid Only

No current provider-funded inference offer was verified.

CSCS inference service

Project Accounted Not Free

Non-SwissAI use consumes project credits converted from allocated node-hours at a published CHF rate.

Darkbloom

Paid Public Alpha

Public alpha access is evaluation-only, but every displayed model has a positive token price.

DeepInfra

Paid Only

The current public catalog has positive per-token or per-execution prices and no permanent recurring free quota.

Duckk Africa

Waitlist Without Verified Free Terms

OpenAI-compatible marketing and a waitlist exist, but no validated free quota or public production endpoint.

fal Model APIs

Prepaid Only

Sandbox coupons cannot fund API or Workflow calls; only the application-based Builder Grant is potentially free.

Featherless AI

Paid Subscription Only

The lowest current plan is paid and monthly credits belong to paid subscriptions.

FreeLLMAPI.co

Self Hosted BYOK Router

Users self-host the router and supply upstream provider keys.

No current provider-funded inference offer was verified.

Hugging Face Spaces / Gradio demos

Excluded Provider Class

Many Spaces expose callable Gradio endpoints, but there is no shared quota, catalog guarantee, authentication policy, or availability commitment; individual Spaces may sleep or disappear.

Inference.net

Free Gateway Not Free Inference

The free plan covers gateway requests and tracing; all live model entries have positive inference prices.

Infermatic

Free Ui Only

The $0 plan explicitly has no API access; API access starts on a paid plan.

Research allocations exist, but the July 2026 update says the shared inference service is still being prepared.

Current AI Studio requires purchased credits and has no verified automatic free allowance.

Lambda hosted Inference API

Winding Down Paid Service

The hosted API is winding down and the current alternative is paid GPU instances.

Liquid AI hosted API

Self Hosted Weights Only

Current free offer covers downloadable/on-device models and tooling, not operator-funded remote inference.

LLM-jp

Weights And Tooling Only

Publishes weights, corpora, and tooling rather than a stable hosted inference API.

Free-forever language refers to self-hosted MAX; hosted shared endpoints have positive token prices.

NextBit

Prepaid Only

Current docs and terms describe prepaid positive-price API usage with no quantified automatic free allowance.

OpenGradient

Paid X402 Inference

Hosted inference uses x402 or OPG payment rather than a free tier.

Petals public chat endpoint

Currently Nonfunctional

A live call returned MissingBlocksError because no peers held the required model blocks.

SwarmLLM

Self Hosted Only

Peer-to-peer software without an operator-hosted public endpoint.

Together AI

Prepaid Only

Official billing docs say there are no free trials; API access requires at least a $5 credit purchase.

Venice API

Free Web Chat But Paid API

API calls require spendable DIEM, bundled, or USD balance; the free web-chat plan does not fund API inference.

Wafer

Paid Subscription Or Inference

Current terms describe paid Wafer Pass and inference; third-party claims of a free route lack first-party support.

WebInfer resource pool

Insufficiently Documented

No stable gateway base URL, quota, catalog endpoint, signup flow, or complete terms are published.