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.
Dify
WORKFLOW & AUTOMATION
PROMPT
Dify's privacy policy does not explicitly address ownership of prompts or inputs submitted to AI workflows. The policy covers personal data collection but not IP rights.
OUTPUT
Dify's privacy policy is silent on ownership of AI workflow outputs. No explicit IP assignment or licensing terms for outputs are documented in publicly available policies.
TRAINING
Only aggregated/anonymized statistics collected for service performance. No explicit training on customer data.
COMMERCIAL
Dify offers a cloud and self-hosted (open source) product. Commercial use terms are not clearly specified in the publicly available privacy policy.
215 verified findings across the displayed surfaces.
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.
178 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Dify carries highly permissive license terms; Fireworks AI carries highly permissive license terms.FOR ENTERPRISE: DIFY NOT RECOMMENDED · FIREWORKS AI NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | DIFY | 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
Dify
MEDHIGH
Dify's privacy policy does not explicitly address ownership of prompts or inputs submitted to AI workflows. The policy covers personal data collection but not IP rights.
“ You retain ownership of your Customer Content, including Customer Content from your accounts with Third-Party Services that are transmitted, processed, and/or stored in the Service. By transmitting, processing, and/or storing Customer Content in the Service, you hereby grant Dif…”
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
Dify
HIGH
Dify's privacy policy is silent on ownership of AI workflow outputs. No explicit IP assignment or licensing terms for outputs are documented in publicly available policies.
No citation available
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
Dify
MEDHIGH
Only aggregated/anonymized statistics collected for service performance. No explicit training on customer data.
“ If you use a service where you select your own AI model provider and supply your own API key, your AI interaction data is transmitted directly to your chosen provider for processing. Whether such data is used for model training depends on the agreement between you and that provi…”
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
Dify
HIGH
Dify offers a cloud and self-hosted (open source) product. Commercial use terms are not clearly specified in the publicly available privacy policy.
No citation available
Fireworks AI
MED⚠ CAUTIONHIGH
Commercial use is fully permitted. Fireworks AI is purpose-built for commercial AI inference at scale.
“b) use any robot, spider, scraper, off-line reader, data mining tool, data gathering or extraction tool, or any other”
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Dify
MED⚠ CAUTIONHIGH
—
“ For on-premise deployments, we do not collect the above information through the product itself, but may receive basic connection and version data through license verification and product update services. When you visit our websites, documentation, or support channels, this secti…”
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 AI Data Handling ] ”
$
SURFACE 06
Tier Differences
Dify
LOWHIGH
—
“ 11. “Fees” mean the fees applicable to your use of the Service in accordance with the applicable package as included in our pricing notice included in the Service or on Dify’s website or, if applicable, as set forth in a Dify order form.”
Fireworks AI
MEDHIGH
—
“a) Automatic Renewals. Subscriptions are offered on an automatically renewing subscription basis, and entail”