Turn this comparison into procurement-ready diligence
Free shows today's risk. A Stack Audit gives you a citable, verbatim-sourced PDF across your whole AI stack — and flags the moment a vendor's terms change.
SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
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.
Focal
WORKFLOW & AUTOMATION
PROMPT
Users retain nominal ownership of their submitted inputs ('Your Inputs'), but grant Focal a non-exclusive, royalty-free license to process that content for operation and maintenance of the Service. Metadata such as keywords or location data associated with content is also collected. Focal reserves the right to remove, edit, or delete any submitted content at any time without prior notice. No explicit assertion that users retain full exclusive ownership is made.
OUTPUT
Focal claims broad rights over outputs. Users are granted only monitoring rights, not exclusive ownership, over 'Your Outputs.' Focal holds a worldwide, royalty-free, transferable, sublicensable, and irrevocable (for so long as content is stored) license to access, use, reproduce, distribute, publish, modify, and otherwise process both inputs and outputs. A separate perpetual, worldwide, royalty-free, transferable, and sublicensable license is also granted specifically for model-training and improvement activities. Output ownership in any strong proprietary sense is not affirmed for users.
TRAINING
Training use is explicitly and broadly confirmed across multiple surfaces. The Privacy Policy states personal information may be used to 'train our artificial intelligence models' and that de-identified or anonymized data may be shared with third parties to train proprietary algorithms or machine learning systems. The AI Addendum separately states users acknowledge and agree that Inputs, Outputs, and all interactions with the Service may be used for training, enhancing, and improving machine learning models and algorithms. No opt-out from training use is described in the cited materials.
COMMERCIAL
Commercial use of outputs is restricted by default. Unless a user has subscribed to a plan that expressly permits it, monetizing, commercializing, or using outputs for any commercial purpose is prohibited. Downloaded or shared content is limited to personal, non-commercial use with required attribution. Reproduction, resale, or exploitation of any portion of the Application or Service requires the Owner's express prior written permission.
129 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Fireworks AI carries highly permissive license terms; Focal carries highly permissive license terms.FOR ENTERPRISE: FIREWORKS AI NOT RECOMMENDED · FOCAL NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | FIREWORKS AI | FOCAL |
|---|---|---|
| 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
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…”
Focal
MEDHIGH
Users retain nominal ownership of their submitted inputs ('Your Inputs'), but grant Focal a non-exclusive, royalty-free license to process that content for operation and maintenance of the Service. Metadata such as keywords or location data associated with content is also collected. Focal reserves the right to remove, edit, or delete any submitted content at any time without prior notice. No explicit assertion that users retain full exclusive ownership is made.
“ All trademarks — nominal or figurative — and all other marks, trade names, service marks, word marks, illustrations, images, or logos appearing in connection with this Application are, and remain, the exclusive property of the Owner or its licensors and are subject to the protec…”
O
SURFACE 02
Output Ownership
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…”
Focal
MED⚠ CAUTIONHIGH
Focal claims broad rights over outputs. Users are granted only monitoring rights, not exclusive ownership, over 'Your Outputs.' Focal holds a worldwide, royalty-free, transferable, sublicensable, and irrevocable (for so long as content is stored) license to access, use, reproduce, distribute, publish, modify, and otherwise process both inputs and outputs. A separate perpetual, worldwide, royalty-free, transferable, and sublicensable license is also granted specifically for model-training and improvement activities. Output ownership in any strong proprietary sense is not affirmed for users.
“ Until payment of the total purchase price is received by the Owner, any Products ordered shall not become the User’s property.”
T
SURFACE 03
Model Training
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)”
Focal
MEDHIGH
Training use is explicitly and broadly confirmed across multiple surfaces. The Privacy Policy states personal information may be used to 'train our artificial intelligence models' and that de-identified or anonymized data may be shared with third parties to train proprietary algorithms or machine learning systems. The AI Addendum separately states users acknowledge and agree that Inputs, Outputs, and all interactions with the Service may be used for training, enhancing, and improving machine learning models and algorithms. No opt-out from training use is described in the cited materials.
“ Users acknowledge and accept that by providing their own content on this Application they grant the Owner a non-exclusive, fully paid-up and royalty-free license to process such content solely for the operation and maintenance of this Application as contractually required.”
C
SURFACE 04
Commercial Use
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”;”
Focal
MED⚠ CAUTIONHIGH
Commercial use of outputs is restricted by default. Unless a user has subscribed to a plan that expressly permits it, monetizing, commercializing, or using outputs for any commercial purpose is prohibited. Downloaded or shared content is limited to personal, non-commercial use with required attribution. Reproduction, resale, or exploitation of any portion of the Application or Service requires the Owner's express prior written permission.
“ Unless you have subscribed to a plan that expressly permits it, you agree not to monetize, commercialize, or otherwise use Your Outputs for any commercial purpose. If you intend to use Your Outputs commercially, you must be on a subscription plan that authorizes such use.”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
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 ] ”
Focal
MED⚠ CAUTIONHIGH
—
“ The Owner may be allowed to retain Personal Data for a longer period whenever the User has given consent to such processing, as long as such consent is not withdrawn. Furthermore, the Owner may be obliged to retain Personal Data for a longer period whenever required to fulfil a…”
$
SURFACE 06
Tier Differences
Fireworks AI
MEDHIGH
—
“b) Automatic Billing and Policies. When you enroll in a Subscription, you expressly acknowledge and agree that: (i)”
Focal
MED⚠ CAUTIONHIGH
—
“ The right of withdrawal only applies to European Consumers.”