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SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
Denta
WORKFLOW & AUTOMATION
PROMPT
Not addressed in the provided citations. No source-verified clauses speak to who owns user-submitted prompts or inputs.
OUTPUT
Not addressed in the provided citations. No source-verified clauses speak to ownership of generated outputs.
TRAINING
Not addressed in the provided citations. No source-verified clauses indicate whether user data or contributions are used for model training.
COMMERCIAL
Users are explicitly prohibited from using the Services as part of any effort to compete with Denta or for any revenue-generating endeavor or commercial enterprise. This restriction appears in both the privacy and tier_differences surfaces, both rated LOW severity.
Not yet scored — verified corpus incomplete.
Fireworks AI
DEVELOPER / CODING
PROMPT
API customers own all prompts, data, and model weights deployed on Fireworks AI. Fireworks processes requests to deliver fast model inference.
OUTPUT
Customers own all model outputs. Fireworks AI does not assert IP over inference results.
TRAINING
No ToS cached (fireworks-ai_tos.txt is 0 lines, empty). Privacy policy cached file returns a 404 error page. No policy content available for analysis. Fireworks AI is an enterprise inference platform focused on fast model inference for developers. Based on the nature of the business (inference-only platform), training on customer inputs is unlikely by design, but cannot be confirmed from cached policy documents.
COMMERCIAL
Commercial use is fully permitted. Fireworks AI is purpose-built for commercial AI inference at scale.
121 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Fireworks AI carries the most permissive license terms of the set; Denta has no scored posture yet (unrated).FOR ENTERPRISE: DENTA NOT YET SCORED · FIREWORKS AI NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | DENTA | FIREWORKS AI |
|---|---|---|
| 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
Denta
MEDUNRATED
Not addressed in the provided citations. No source-verified clauses speak to who owns user-submitted prompts or inputs.
“ Submissions: By directly sending us any question, comment, suggestion, idea, feedback, or other information about the Services ( "Submissions" ), you agree to assign to us all intellectual property rights in such Submission. You agree that we shall own this Submission and be ent…”
Fireworks AI
MEDHIGH
API customers own all prompts, data, and model weights deployed on Fireworks AI. Fireworks processes requests to deliver fast model inference.
“ • User Content. Your input and output, prompts and other content that you input, upload or submit to the Services, and the output that you create, and any collections or pages that you generate using the Services. User Content and any information contained in the User Content, i…”
O
SURFACE 02
Output Ownership
Denta
MEDUNRATED
Not addressed in the provided citations. No source-verified clauses speak to ownership of generated outputs.
“ We are the owner or the licensee of all intellectual property rights in our Services, including all source code, databases, functionality, software, website designs, audio, video, text, photographs, and graphics in the Services (collectively, the "Content" ), as well as the trad…”
Fireworks AI
MEDHIGH
Customers own all model outputs. Fireworks AI does not assert IP over inference results.
“usage, and/or related information, including information about your computers, mobile devices, systems, and software (collectively, “Usage Data”). All Usage Data is and will be owned solely and exclusively by us, and, to the extent any ownership rights in or to the Usage Data ves…”
T
SURFACE 03
Model Training
Denta
MEDUNRATED
Not addressed in the provided citations. No source-verified clauses indicate whether user data or contributions are used for model training.
“Customer acknowledges that benchmarking and comparative analytics are core features of the Services. Denta may retain and use aggregated and de-identified data derived from Customer Data on an ongoing basis to provide and improve these features.”
Fireworks AI
MED⚠ CAUTIONHIGH
No ToS cached (fireworks-ai_tos.txt is 0 lines, empty). Privacy policy cached file returns a 404 error page. No policy content available for analysis. Fireworks AI is an enterprise inference platform focused on fast model inference for developers. Based on the nature of the business (inference-only platform), training on customer inputs is unlikely by design, but cannot be confirmed from cached policy documents.
“c) use any content available on or via the Service (including any caption information, keywords, or other metadata)”
C
SURFACE 04
Commercial Use
Denta
MED⚠ CAUTIONUNRATED
Users are explicitly prohibited from using the Services as part of any effort to compete with Denta or for any revenue-generating endeavor or commercial enterprise. This restriction appears in both the privacy and tier_differences surfaces, both rated LOW severity.
“ The Content and Marks are provided in or through the Services "AS IS" for your internal business purpose only. ”
Fireworks AI
MED⚠ CAUTIONHIGH
Commercial use is fully permitted. Fireworks AI is purpose-built for commercial AI inference at scale.
“create derivative works of any part of the Service or any of our Intellectual Property (as defined below), including, without limitation by any automated or non-automated “scraping”;”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Denta
MED⚠ CAUTIONUNRATED
—
“ We will only keep your personal information for as long as it is necessary for the purposes set out in this Privacy Notice, unless a longer retention period is required or permitted by law (such as tax, accounting, or other legal requirements). No purpose in this notice will req…”
Fireworks AI
MED⚠ CAUTIONHIGH
—
“ • Zero Data Retention: We do not log or store prompt or generation data for any open models without explicit user opt-in*. [* Fireworks Data Handling ] ”
$
SURFACE 06
Tier Differences
Denta
UNRATED
—
No citation available
Fireworks AI
MEDHIGH
—
“b) Automatic Billing and Policies. When you enroll in a Subscription, you expressly acknowledge and agree that: (i)”