Compare 4 free alternatives to Google Gemini Embedding 2 for AI / ML. Every one of their free tier limits side by side, each with the date we last verified it.

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Best Google Gemini Embedding 2 Alternatives with Free Tiers (2026)

4 free alternatives in AI / ML. Sorted by pricing stability.

Current Google Gemini Embedding 2 Situation

Risk Level: source unconfirmed
Why: Tier "Pay-as-you-go" is usage-billed from the first request. We do not rate an offer we do not list. We are not publishing a stability judgement for it until that is fixed.
Category: AI / ML
Pricing Page: cloud.google.com/vertex-ai/docs/generative-ai/embe...

All Free Alternatives (4)

1 of these carry no recorded demerit and are indistinguishable under every signal we hold; their order rotates daily. 3 are demoted with the reason named, and 0 are listed last because they are not generally available or are not a free offer. How we rank.

Left out of this list: Hugging Face (shares no subtype with this product), Groq (shares no subtype with this product), Mistral AI (shares no subtype with this product), OpenRouter (shares no subtype with this product), Cloudflare Workers AI (shares no subtype with this product), Cerebras (shares no subtype with this product), OpenAI (shares no subtype with this product), Qdrant (shares no subtype with this product), Deepgram (shares no subtype with this product), Kaggle (shares no subtype with this product), Roboflow (shares no subtype with this product), Scale AI (shares no subtype with this product), AssemblyAI (shares no subtype with this product), Replicate (shares no subtype with this product), Baseten (shares no subtype with this product), Weights & Biases (shares no subtype with this product), Comet ML (shares no subtype with this product), Clarifai (we have not classified this record), Neptune.ai (we have not classified this record), Labelbox (shares no subtype with this product), Composio (shares no subtype with this product), DeepAR (none of this category's subtypes apply), Maxim AI (shares no subtype with this product), OCR.Space (shares no subtype with this product), Parseur (shares no subtype with this product), Reducto (shares no subtype with this product), Tavily AI (shares no subtype with this product), paperspace (shares no subtype with this product), Arize AX (shares no subtype with this product), Audio Enhancer (none of this category's subtypes apply), Braintrust (shares no subtype with this product), Clair (none of this category's subtypes apply), Keywords AI (shares no subtype with this product), Langfuse (shares no subtype with this product), LangSmith (shares no subtype with this product), Langtrace (we have not classified this record), LangWatch (shares no subtype with this product), Lumenfall.ai (shares no subtype with this product), Mediaworkbench.ai (none of this category's subtypes apply), Othor AI (none of this category's subtypes apply), Pollinations.AI (shares no subtype with this product), Portkey (shares no subtype with this product), ReportGPT (none of this category's subtypes apply), Zenable (none of this category's subtypes apply), xAI (shares no subtype with this product), Anthropic API (shares no subtype with this product), GitHub Models (shares no subtype with this product), NVIDIA NIM (shares no subtype with this product), Ollama Cloud (shares no subtype with this product), LLM7.io (shares no subtype with this product), SiliconFlow (shares no subtype with this product), Zhipu AI (shares no subtype with this product), DeepSeek API (shares no subtype with this product), MiniMax (shares no subtype with this product), Exa (shares no subtype with this product), GPU-Bridge (we have not classified this record), Google Vertex AI Agent Engine (we have not classified this record), Google Vector Search 2.0 (shares no subtype with this product), Alibaba Cloud Qwen Code (none of this category's subtypes apply), E2B (shares no subtype with this product), Fireworks AI (shares no subtype with this product), Modal (shares no subtype with this product). Each is still listed in its category, with the vendor's own words we read that from on its page. How we decide this.

Pinecone stable
Starter
AI / ML Read 2026-09-10 · catalogue date 2026-07-31
Profile
Together AI
Free ($1 credits)
AI / ML Read 2026-09-07 · catalogue date 2026-08-24
Profile
−2 time_limited_offer Tier "Free ($1 credits)" is a credit grant that runs out, not an ongoing free tier.
Cohere
Trial Key
AI / ML Read 2026-09-02 · catalogue date 2026-08-16
Profile
−2 time_limited_offer Tier "Trial Key" is a trial that expires, not an ongoing free tier.
Google Gemini API caution discovered 2026-09-03 restructured
Free (Reduced)
AI / ML Read 2026-09-03 · catalogue date 2026-08-18
Profile
−3 free_tier_withdrawn Recorded product deprecation on 2026-06-01: Gemini 2.0 Flash and 2.0 Flash-Lite will be deprecated June 1, 2026. Developers must migrate to Gemini 2.5 Flash or 3.x Flash models. Google is consolidating the model lineup — 2.0 generation reaching end of life as 2.5 and 3.x become production-ready. Source: https://ai.google.dev/gemini-api/docs/deprecations
Recompute today's order yourself. The order above is a permutation seeded only on the UTC date and the query key — no vendor name, slug, id or offer field is an input. The algorithm is published, so anyone can reproduce this page's order without asking us.
date
2026-09-17
query_key
alternative-to:Google Gemini Embedding 2
seed
18a6920e1c78b5ec7751d4952e59bde3ffd53687b582a36e2d33b938a66c524f
tie_count
1

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Frequently Asked Questions

What are the best free alternatives to Google Gemini Embedding 2?
We publish no ranking of these. Nothing we record measures popularity or generosity, so naming a best or a top few would be our preference rather than our data. We hold 4 free alternatives to Google Gemini Embedding 2, each listed below with its tier, category and the date we last verified it. Of those, 1 carries no recorded demerit, 3 are demoted with the reason named. Our ranking rule is published at /criteria.
Is Google Gemini Embedding 2's free tier still available?
Tier "Pay-as-you-go" is usage-billed from the first request. First natively multimodal embedding model — text, images, video, audio, and documents in a single embedding space. Enables cross-modal similarity search and retrieval. Available via Vertex AI and Gemi...
How many free alternatives to Google Gemini Embedding 2 exist?
There are 4 free alternatives to Google Gemini Embedding 2 tracked on AgentDeals across the AI / ML category.
Has Google Gemini Embedding 2 changed their pricing?
No, Google Gemini Embedding 2 has no recorded pricing changes on AgentDeals. This indicates stable pricing.

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