Providers Tracked
24
Cognaptus DataHub Monitor
Free AI Inference Providers
A daily dashboard for monitoring free AI inference providers, with curated vendor boards and a machine-refreshable OpenRouter free-model roster.
OpenRouter Free Models
17
Provider Families
7
Multimodal Free Models
8
Coding-Friendly Free Models
2
Capability Signals
Text 17 / Image 8 / Audio 3 / Video 4
Why This Page Exists
Free inference capacity is fragmented. Stable vendor free tiers, rotating cloud quotas, and zero-cost OpenRouter routes need different monitoring logic.
This page is now structured as a monitor rather than a one-off article.
The daily job should separate three layers:
- Direct model vendors with relatively stable free quotas.
- Inference clouds where free capacity rotates more often.
- OpenRouter zero-cost models, which should be refreshed automatically from
inferencer.
The goal is not just to list providers. It is to help you answer a daily operating question: which free routes are realistically usable right now for text, coding, multimodal, image, speech, and video workloads?
Direct foundation-model vendors
Companies that operate their own API and offer some free or free-trial inference access.
Google AI Studio
Most broadly usable direct free tier.
GroqCloud
Fastest developer-facing free path for open models.
Cerebras Cloud
Useful as a high-throughput backup route.
Cohere
Useful for business NLP tooling.
Mistral
Strong open-weight ecosystem.
DeepSeek
Monitor for changes in API trial policy.
MiniMax
Relevant for agent and media workflows.
Moonshot / Kimi
Worth tracking for long-context offerings.
Inference clouds and gateways
Multi-model platforms where free capacity changes often and is worth checking daily.
OpenRouter
Primary daily monitor source via inferencer.
Hugging Face Inference
Largest long-tail open-model surface.
Together AI
Good backup for open-weight text and diffusion.
Cloudflare Workers AI
Edge inference is strategically distinct.
Fireworks AI
Useful for comparing open-model economics.
Baseten
More deployment-oriented than general free inference.
Replicate
Best tracked for specialized modalities.
Fal.ai
Media generation prices move quickly.
Modal
More infra than gateway, but still relevant.
Specialized modality APIs
Providers best monitored by capability rather than by general LLM coverage.
ElevenLabs
Important benchmark for TTS.
Deepgram
Useful ASR baseline.
AssemblyAI
Speech-first provider.
Stability AI
Core diffusion benchmark.
Black Forest Labs
Track FLUX availability changes.
Runway
Consumer-friendly video benchmark.
Luma AI
Worth tracking for motion quality.
OpenRouter Zero-Cost Roster
This block is designed for daily refresh from `inferencer::list_openrouter_models()`.
cohere 1 free models
cohere/north-mini-code:free
North Mini Code is Cohere's first agentic coding model and the debut of its North family. A sparse mixture-of-experts model with 30B total parameters and 3B active, it is optimized...
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google 4 free models
google/gemma-4-26b-a4b-it:free
Gemma 4 26B A4B IT is an instruction-tuned Mixture-of-Experts (MoE) model from Google DeepMind. Despite 25.2B total parameters, only 3.8B activate per token during inference - delivering near-31B quality at...
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google/gemma-4-31b-it:free
Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function...
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google/lyria-3-clip-preview
30 second duration clips are priced at $0.04 per clip. Lyria 3 is Google's family of music generation models, available through the Gemini API. With Lyria 3, you can generate...
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google/lyria-3-pro-preview
Full-length songs are priced at $0.08 per song. Lyria 3 is Google's family of music generation models, available through the Gemini API. With Lyria 3, you can generate high-quality, 48kHz...
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inclusionai 1 free models
inclusionai/ling-3.0-flash:free
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
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nvidia 7 free models
nvidia/nemotron-3-nano-30b-a3b:free
NVIDIA Nemotron 3 Nano 30B A3B is a small language MoE model with highest compute efficiency and accuracy for developers to build specialized agentic AI systems. The model is fully...
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nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free
NVIDIA NemotronTM 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, video, and...
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nvidia/nemotron-3-super-120b-a12b:free
NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer...
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nvidia/nemotron-3-ultra-550b-a55b:free
NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...
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nvidia/nemotron-3.5-content-safety:free
NVIDIA Nemotron 3.5 Content Safety is a compact 4B-parameter multimodal guardrail model from NVIDIA, fine-tuned from Google Gemma-3-4B. It moderates both inputs to and responses from LLMs and VLMs, accepting...
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nvidia/nemotron-nano-12b-v2-vl:free
NVIDIA Nemotron Nano 2 VL is a 12-billion-parameter open multimodal reasoning model designed for video understanding and document intelligence. It introduces a hybrid Transformer-Mamba architecture, combining transformer-level accuracy with Mamba's...
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nvidia/nemotron-nano-9b-v2:free
NVIDIA-Nemotron-Nano-9B-v2 is a large language model (LLM) trained from scratch by NVIDIA, and designed as a unified model for both reasoning and non-reasoning tasks. It responds to user queries and...
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openai 1 free models
openai/gpt-oss-20b:free
gpt-oss-20b is an open-weight 21B parameter model released by OpenAI under the Apache 2.0 license. It uses a Mixture-of-Experts (MoE) architecture with 3.6B active parameters per forward pass, optimized for...
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openrouter 1 free models
openrouter/free
The simplest way to get free inference. openrouter/free is a router that selects free models at random from the models available on OpenRouter. The router smartly filters for models that...
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poolside 2 free models
poolside/laguna-s-2.1:free
Laguna S 2.1 is the latest coding agent model from [Poolside](<https://poolside.ai/>). Laguna S 2.1 is a 118B total parameter model with 8B active parameters, scoring 70.2% on Terminal-Bench 2.1 and...
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poolside/laguna-xs-2.1:free
Laguna XS 2.1 is the latest coding agent model in the 33B-A3B category from [Poolside](https://poolside.ai/) and a step forward from their Laguna XS.2 model (released in April 2026). It combines...
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Operator Notes
This page should be refreshed daily because free-model availability changes quickly.
Category-aware free-model counts are derived from inferencer's OpenRouter category wrappers, while the provider boards remain manually curated.
The OpenRouter section is machine-generated; the provider boards are intentionally curated.
Use the dashboard as a monitor, not as a compliance promise. Vendor free-tier terms can change without warning.