Which LLM provider gives the most for free? (2026 comparison)

The short answer

It depends on the unit you care about. For the most complete first-party free tier, Google's Gemini API wins, on selected models. For speed, Groq; for model variety, OpenRouter's ':free' catalogue; for embeddings and reranking, Cohere's 1,000 calls a month; for edge deployment, Cloudflare's 10,000 Neurons a day. Two names left this table in 2026: Cerebras became a card-gated $5 trial in September, and Hugging Face's free monthly credit ended in October. OpenAI offers no general free API tier, and Anthropic's API is effectively prepaid.

“Who gives the most for free?” has no single answer because providers meter different things — requests, tokens, calls or normalized compute units. Here’s the verified landscape, then the winner per category.

The free tiers, side by side

ProviderFree allowance (verified)CardMetered in
Google Gemini APISelected models; per-model limits shown only in AI StudioNot statedRequests
GroqPublished per model (e.g. gpt-oss-120b: 30/min, 1,000/day)Not statedBoth
OpenRouter50 ‘:free’ requests/day, 20/min (1,000/day after buying $10)No cardRequests
Cohere1,000 calls/month (Chat 20/min, Rerank 10/min)Not statedCalls
Cloudflare Workers AI10,000 Neurons/day, resets 00:00 UTC (8 models paid-only)No cardNeurons
MistralIncluded monthly usage; Mistral publishes no figureNo cardNot published
OpenAINo general free API tier——
Anthropic (first-party API)Effectively prepaid; no confirmed signup credit——
CerebrasNo longer a free tier — $5 trial, expires in 30 daysRequired—
Hugging FaceEnded 7 Oct 2026 — free accounts now get no monthly credit——

“No card” means the provider says so in its own words; “Not stated” means it does not say either way.

Most complete first-party tier: Google Gemini

The Gemini API free tier is the only free tier from a frontier lab: Gemini 3.8 Flash, Gemini 2.5 Pro, Gemma 4 and Gemini Embedding 2 among others, though Google marks some models — Gemini 3.1 Pro Preview, Omni Flash, Veo, Lyria and the Nano Banana image models — as “Not available” on the free tier. Per-model limits depend on your usage tier and are shown in AI Studio rather than published as one table. You must be 18 or over.

This page compares what each tier gives you. For the limits that decide whether a tier survives your traffic — requests per minute, per day, and what each provider meters — see free LLM API rate limits compared.

Fastest tokens: Groq · Widest choice: OpenRouter

Groq’s Free plan publishes real per-model numbers (openai/gpt-oss-120b: 30 requests/min, 1,000 requests/day, 8K tokens/min, 200K tokens/day) on unusually fast hardware. OpenRouter trades volume for variety: only 50 free requests a day (1,000 once you have bought $10 of credits), but across a rotating multi-provider catalogue behind one API.

Specialists: Cohere, Cloudflare, Mistral

Cohere’s trial keys are the free-embeddings pick, within 1,000 calls a month — Check your account’s current Embed limit in the dashboard. Cloudflare Workers AI gives 10,000 Neurons every day on the Free plan, ideal if you’re already at the edge — though eight large third-party models (two Kimi, three GLM and three DeepSeek V4 variants) “require a paid billing method” regardless of the free allowance. Mistral’s Free mode is the default for new accounts and needs no card, but Mistral no longer says how much usage it includes.

Two that left the table

Cerebras stopped being a free tier in September 2026: its docs now say new accounts receive “$5 in free credits after adding a verified payment method”, that the credits “expire 30 days after they’re granted”, and that there is no permanently free tier. It is still a fast trial credit. Hugging Face ended its $0.10 monthly Inference Providers credit for free accounts — its docs have listed none since 7 October 2026. Both are recorded in the change log.

The honest bottom line

For most people the practical answer is a stack, not a single winner: Gemini as the daily driver, Groq for open-model volume and speed, OpenRouter for model variety, Cohere for embeddings. Holding several keys costs nothing — see how to combine free tiers legitimately and the live directory for current numbers.

The offers in this guide

Frequently asked questions

Which LLM has the biggest free tier?
Measured in requests, Groq and OpenRouter publish the clearest numbers (Groq 30 a minute and 1,000 a day on its free gpt-oss models; OpenRouter 20 a minute and 50 a day). Measured in breadth and model quality, Google's Gemini API free tier is the strongest all-rounder. Direct comparison is imperfect because providers meter different units: tokens, requests, calls or Cloudflare's Neurons.
Do any frontier labs offer free API tiers?
Google does — the Gemini API free tier covers selected Gemini and Gemma models. OpenAI has no general free API trial, and Anthropic's Console is effectively prepaid (we could not confirm an automatic signup credit on its primary sources). Anthropic’s general startup cohort is closed; a separate partner-VC credit route is conditional.
Are these free tiers permanent?
They are ongoing allowances rather than time-limited trials, but tiers do stop being free. In 2026 Cerebras turned its free tier into a card-gated $5 trial and Hugging Face ended its $0.10 monthly credit for free accounts. Every offer we list carries a last-verified date; check it before you rely on a number.