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SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
Gumloop
WORKFLOW & AUTOMATION
PROMPT
Users own all prompts and data pipeline layouts.
OUTPUT
Data outputs generated belong 100% to the user.
TRAINING
Gumloop does NOT train on user prompts, spreadsheets, or pipeline indices. Enterprise accounts deploy via custom endpoints.
COMMERCIAL
Commercial use of data workflows is fully permitted.
361 verified findings across the displayed surfaces.
Tabnine
DEVELOPER / CODING
PROMPT
Users retain ownership of their code. Tabnine does not claim IP in user code.
OUTPUT
Users retain ownership of code completions.
TRAINING
Tabnine is not granted any rights in code you develop while using the Services. Code suggestions accepted and incorporated are deemed part of user-generated code; Tabnine grants a non-exclusive, perpetual, royalty-free license to use those suggestions within your code.
COMMERCIAL
Commercial use is the primary intended use for all plans.
312 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Tabnine has the strongest default posture of the set; Gumloop has moderate defaults.FOR ENTERPRISE: GUMLOOP ENTERPRISE TIER ACCEPTABLE · TABNINE RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | GUMLOOP | TABNINE |
|---|---|---|
| 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
Gumloop
MEDMED
Users own all prompts and data pipeline layouts.
“ 7. Content ”
Tabnine
MEDLOW
Users retain ownership of their code. Tabnine does not claim IP in user code.
“ If you wish to request a demo via the Website, we will collect your full name, email address, company name, job title, and the content you submitted to provide you with a relevant demo to use our Services.”
O
SURFACE 02
Output Ownership
Gumloop
HIGHMED
Data outputs generated belong 100% to the user.
“ By posting Content on or through Service, You represent and warrant that: (i) Content is yours (you own it) and/or you have the right to use it and the right to grant us the rights and license as provided in these Terms, and (ii) that the posting of your Content on or throug…”
Tabnine
HIGHLOW
Users retain ownership of code completions.
“Tabnine and/or its licensors and affiliates own all right, title, and interest, including copyrights and other intellectual property rights, in and to all the Services′ Materials. You hereby acknowledge that you do not acquire any ownership rights by using the Services or by acce…”
T
SURFACE 03
Model Training
Gumloop
MED⚠ CAUTIONMED
Gumloop does NOT train on user prompts, spreadsheets, or pipeline indices. Enterprise accounts deploy via custom endpoints.
“ (m) we do not use Google Workspace APIs to develop, improve, or train generalized AI and/or ML models. Data ”
Tabnine
MED⚠ CAUTIONLOW
Tabnine is not granted any rights in code you develop while using the Services. Code suggestions accepted and incorporated are deemed part of user-generated code; Tabnine grants a non-exclusive, perpetual, royalty-free license to use those suggestions within your code.
“ It is further clarified that any code developed by you while using the Services hereunder, is used by Tabnine ONLY for the purpose of improving the Service provided specifically and solely to you (and not for any other purpose, including improving the Services provided to other…”
C
SURFACE 04
Commercial Use
Gumloop
MED⚠ CAUTIONMED
Commercial use of data workflows is fully permitted.
“ (iii) The business or commercial purpose for collecting or selling your personal information. ”
Tabnine
MED⚠ CAUTIONLOW
Commercial use is the primary intended use for all plans.
“ The business or commercial purposes for which we collected your Personal Information.”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Gumloop
HIGHMED
—
“ we sold it to. If we have not sold your personal information, we will inform you of that fact. ”
Tabnine
HIGHLOW
Basic/Pro: cloud model completions (not used for training). Enterprise: zero-retention, local model deployment available.
“ You can be rest assured that we do not sell your Personal Information.”
$
SURFACE 06
Tier Differences
Gumloop
MEDMED
—
“ Some parts of Service are billed on a subscription basis (“ Subscription(s) ”). You will be billed in advance on a recurring and periodic basis (“ Billing Cycle ”). Billing cycles are set either on a monthly or annual basis, depending on the type of subscription plan you sel…”
Tabnine
MED⚠ CAUTIONLOW
Basic/Pro: cloud model completions (not used for training). Enterprise: zero-retention, local model deployment available.
“Please note that since Tabnine acquired the Tabnine code prediction tool (the " TabNine Product "), in the event that you have commenced your use of the Tabnine Product prior to 30 August, 2020 (the " Cut-Off Date "), Tabnine will continue to provide you with the Tabnine Product…”