Best EmbeddingGemma 2 alternatives

Comparison

Tool	Price from	Free plan	Category
EEmbeddingGemma 2	not listed	?	Data & Excel
Snowflake Cortex AI	not listed	trial	Data & Excel
BurnRate	12 USD/mo	yes	Data & Excel
Deepnote	39 USD/mo	yes	Data & Excel
Unstructured	0.015 USD	trial	Data & Excel
Runcell	not listed	?	Data & Excel
DataLine	not listed	?	Data & Excel
Lusha	not listed	yes	Data & Excel

Each alternative in short

1. Snowflake Cortex AI

Managed LLMs, RAG and text-to-SQL inside Snowflake, for analysing unstructured data and building gen AI apps on enterprise data.

There is a free trial. Start for free option available; the pricing page does not specify the trial credits or limits.

2. BurnRate

Dashboard that combines OpenAI and Anthropic spend in one view, with budgets and alerts, for individuals and engineering teams.

Yes, there is a free plan. Free plan: cloud overview and provider spend ledger, continuous basic usage tracking, up to 3 usage sources (including 1 Relay), 1 workspace budget, 30-day history, manual and basic scheduled sync.

3. Deepnote

Collaborative notebook and data workspace where data teams and AI agents explore data with Python and SQL, build dashboards and deploy models.

Yes, there is a free plan. Free plan: up to 3 editors, up to 5 projects, limited Deepnote AI (10 completions and 5 calls per month per feature), basic machines (5 GB RAM, 2 vCPU), 7 day revision history. Team plan has a 14 day free trial.

4. Unstructured

Converts messy documents (PDFs, scans, Office files, emails) into clean, structured data ready for GenAI pipelines and RAG.

There is a free trial. 10,000 free pages to start, no card required, with all features included.

5. Runcell

AI agent working inside JupyterLab notebooks that writes, runs, and debugs Python code and reads cell outputs for data analysts and researchers.

The vendor does not state this clearly on the homepage or pricing page.

6. DataLine

Chat with your data to generate tables, charts and dashboards, aimed at non-technical users and developers working on text-to-SQL.

The vendor does not state this clearly on the homepage or pricing page.

7. Lusha

B2B contact and company data platform with AI prospecting, usable by sales and marketing teams and AI agents.

Yes, there is a free plan. Free plan with up to 40 credits per month, basic prospecting features, browser extension and CRM integrations.

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