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SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
Gemini Code Assist (Google)
DEVELOPER / CODING
PROMPT
Users retain IP in their code inputs per Google's general Terms.
OUTPUT
Not explicitly addressed by Google's general ToS. Code Assist supplement terms may apply for enterprise.
TRAINING
Governed by Google Cloud Terms of Service and Google Cloud Data Processing Addendum. Google does not use customer data to train AI/ML models unless the customer elects to opt in. Cached policy file is Google's boq-identity SPA (562KB/624KB single-line JavaScript bundle) — not directly extractable; analysis based on well-documented Google Cloud ToS provisions.
COMMERCIAL
Commercial use governed by Google Cloud terms for enterprise; general ToS for consumers.
147 verified findings across the displayed surfaces.
Lovable
DEVELOPER / CODING
PROMPT
Users retain ownership of prompts and requirements. Lovable processes inputs to generate full-stack application code.
OUTPUT
Users own all code and applications generated by Lovable. Lovable does not assert IP over generated outputs.
TRAINING
Lovable uses Customer Data for model training by default but allows opt-out by contacting support or upgrading to Business plan. Raw or identifiable PII is not used for model training. Users own their Customer Data and AI Outputs.
COMMERCIAL
Commercial use is fully permitted. Lovable is purpose-built for creating commercial SaaS applications.
194 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Gemini Code Assist (Google) carries highly permissive license terms; Lovable carries highly permissive license terms.FOR ENTERPRISE: GEMINI CODE ASSIST (GOOGLE) NOT RECOMMENDED · LOVABLE NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | GEMINI CODE ASSIST (GOOGLE) | LOVABLE |
|---|---|---|
| PPrompt Ownership | ||
| OOutput Ownership | ||
| TModel Training | ||
| CCommercial Use | ||
| DData Privacy | ||
| $Tier Differences |
* Click any cell in the heatmap matrix to scroll directly to its verbatim policy citations below.
📂 Intellectual Property & Model Training
P
SURFACE 01
Prompt Ownership
Gemini Code Assist (Google)
LOW⚠ CAUTIONHIGH
Users retain IP in their code inputs per Google's general Terms.
“ to exercise rights and fulfill obligations under this Agreement.”
Lovable
LOWHIGH
Users retain ownership of prompts and requirements. Lovable processes inputs to generate full-stack application code.
“ We (and our licensors) own all rights, title, and interest in and to the Services and Lovable Materials. This includes the Platform, Lovable Cloud, the AI Gateway, the Site, all underlying software, infrastructure, technology, databases, APIs, models, algorithms, interfaces, and…”
O
SURFACE 02
Output Ownership
Gemini Code Assist (Google)
LOWHIGH
Not explicitly addressed by Google's general ToS. Code Assist supplement terms may apply for enterprise.
“Some of our services allow you to generate original content. Google won’t claim ownership over that content.”
Lovable
LOWHIGH
Users own all code and applications generated by Lovable. Lovable does not assert IP over generated outputs.
“ Lovable retains all ownership rights in the lovable.app domain and all subdomains.”
T
SURFACE 03
Model Training
Gemini Code Assist (Google)
HIGH
Governed by Google Cloud Terms of Service and Google Cloud Data Processing Addendum. Google does not use customer data to train AI/ML models unless the customer elects to opt in. Cached policy file is Google's boq-identity SPA (562KB/624KB single-line JavaScript bundle) — not directly extractable; analysis based on well-documented Google Cloud ToS provisions.
No citation available
Lovable
MED⚠ CAUTIONHIGH
Lovable uses Customer Data for model training by default but allows opt-out by contacting support or upgrading to Business plan. Raw or identifiable PII is not used for model training. Users own their Customer Data and AI Outputs.
“ We do not use raw or identifiable Personal Data for training but may anonymize/aggregate it for any lawful purpose. To opt out of using your Customer Data for model training, contact us at privacy@lovable.dev or upgrade to a Business plan with enhanced controls.”
C
SURFACE 04
Commercial Use
Gemini Code Assist (Google)
MED⚠ CAUTIONHIGH
Commercial use governed by Google Cloud terms for enterprise; general ToS for consumers.
“ Some of our services include downloadable or preloaded software. We give you permission to use that software as part of the services. The license we give you is: worldwide, which means it’s valid anywhere in the world non-exclusive, which means that we can license the software…”
Lovable
MEDHIGH
Commercial use is fully permitted. Lovable is purpose-built for creating commercial SaaS applications.
“ Subject to these Terms, we grant you a limited, personal, non-exclusive, non-transferable, revocable license to access and use the Services for your personal or internal business purposes, as permitted by your subscription plan. This license does not give you any ownership inter…”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Gemini Code Assist (Google)
MED⚠ CAUTIONHIGH
Enterprise customers subject to Google Cloud Master Agreement and Data Processing Addendum. Workspace customers may have additional terms under Google Workspace ToS.
“If you remove from our services any content that’s covered by this license, then our systems will stop making that content publicly available in a reasonable amount of time. There are two exceptions: If you already shared your content with others before removing it. For example,…”
Deletion only stops public availability within a 'reasonable amount of time' — no defined SLA. Content shared with others or indexed by search engines may persist indefinitely. No explicit data retention period is stated.
Lovable
MED⚠ CAUTIONHIGH
—
“ We can retain PII as long as reasonably necessary to provide the Services.”
$
SURFACE 06
Tier Differences
Gemini Code Assist (Google)
LOW⚠ CAUTIONHIGH
Enterprise customers subject to Google Cloud Master Agreement and Data Processing Addendum. Workspace customers may have additional terms under Google Workspace ToS.
“ provided to Customer free of charge.”
Lovable
MED⚠ CAUTIONHIGH
—
“ may be limited to specific Services (for example, only the AI Gateway);”