agent · model serving
FloppyData vs LM Studio
55 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 28 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | FloppyData | LM Studio |
|---|---|---|
| Audit trail· | no public information floppydata.com · checked Aug 4, 2026 | yes “Every change is automatically saved, so you can work with your agent freely.”lmstudio.ai · checked Aug 7, 2026 |
| Compliance certifications· | no public information lmstudio.ai · checked Aug 7, 2026 | |
| Regulatory alignment· | no public information lmstudio.ai · checked Aug 7, 2026 | |
| Outcome-based pricing· | no public information lmstudio.ai · checked Aug 7, 2026 | |
| Settlement mechanism· | no public information lmstudio.ai · checked Aug 7, 2026 | |
| SLA terms· | no public information lmstudio.ai · checked Aug 7, 2026 |
Agency
| Field | FloppyData | LM Studio |
|---|---|---|
| Human oversight· | no public information floppydata.com · checked Aug 4, 2026 | Requires permission prompts before destructive file-deletion actions “Permission prompts for destructive file deletion operations.”lmstudio.ai · checked Aug 20, 2026 |
| Action space· | no public information floppydata.com · checked Aug 4, 2026 | Coding tasks, automations, and computer control “Bionic also excels at coding tasks, automations, and computer control.”lmstudio.ai · checked Aug 10, 2026 |
Safety
| Field | FloppyData | LM Studio |
|---|---|---|
| Safety policy· | no public information floppydata.com · checked Aug 4, 2026 | Zero Data Retention (ZDR) “Privacy is key to the LM Studio ethos. Our cloud services are Zero Data Retention (ZDR) across the board.”lmstudio.ai · checked Aug 7, 2026 |
| Data handling· | no public information floppydata.com · checked Aug 4, 2026 | Voice/audio data processed locally and never leaves the device; cloud services run Zero Data Retention (ZDR) “Your voice and audio data is processed locally and never leaves your device.”lmstudio.ai · checked Aug 10, 2026 |
Practicality
| Field | FloppyData | LM Studio |
|---|---|---|
| Availability· | no public information floppydata.com · checked Aug 4, 2026 | Available for direct download via a "Download LM Studio Bionic" button; no longer described on-page as an "initial preview" release. “Download LM Studio Bionic”lmstudio.ai · checked Aug 10, 2026 |
| Deployment options· | no public information floppydata.com · checked Aug 4, 2026 | Local deployment; models downloaded and run directly within the app “Download the latest local LLMs directly within the app and use them for simple chats or advanced agentic tasks.”lmstudio.ai · checked Aug 10, 2026 |
| Integrations· | Integrates with Hugging Face for model card rendering “Better Hugging Face model card rendering.”lmstudio.ai · checked Aug 20, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Supported regions· | Germany, Canada, Japan, Spain, Sweden, United Kingdom, United States, Argentina, Australia, Brazil, China, France, India, Italy, Korea, Mexico, Netherlands, New Zealand, Philippines, Poland “Popular Locations German Canada Japan Spain Sweden United Kingdom United States World Location See All Locations Argentina Australia Brazil China France India Italy Korea Mexico Netherlands New Zealand Philippines Poland”floppydata.com · checked Aug 4, 2026 | no public information lmstudio.ai · checked Aug 7, 2026 |
| Support model· | no public information lmstudio.ai · checked Aug 7, 2026 |
Foundation models
| Field | FloppyData | LM Studio |
|---|---|---|
| Base models· | no public information floppydata.com · checked Aug 4, 2026 | GLM 5.2, Kimi K3, DeepSeek V4 Pro “run Bionic with the latest frontier open models such as GLM 5.2, Kimi K3, and DeepSeek V4 Pro.”lmstudio.ai · checked Aug 7, 2026 |
| Model provider· | no public information floppydata.com · checked Aug 4, 2026 | GLM 5.2, Kimi K3, DeepSeek V4 Pro “run Bionic with the latest frontier open models such as GLM 5.2, Kimi K3, and DeepSeek V4 Pro.”lmstudio.ai · checked Aug 7, 2026 |
| Model swappable· | no public information floppydata.com · checked Aug 4, 2026 | yes “Download the latest local LLMs directly within the app and use them for simple chats or advanced agentic tasks.”lmstudio.ai · checked Aug 7, 2026 |
| Open weights· | no public information floppydata.com · checked Aug 4, 2026 | Supports open-weight models (e.g. GLM 5.2, Kimi K3, DeepSeek V4 Pro, Muse Glimmer 30B under Apache 2.0) “Bionic is LM Studio's agent for open models.”lmstudio.ai · checked Aug 10, 2026 |
| Context window· | no public information floppydata.com · checked Aug 4, 2026 | “Automatic context sizing for local MLX models based on available memory.”lmstudio.ai · checked Aug 20, 2026 |
Ecosystem
| Field | FloppyData | LM Studio |
|---|---|---|
| Protocols supported· | Supports MCP (Model Context Protocol) servers, including OAuth authentication “Clearer button to complete authentication for OAuth MCP servers.”lmstudio.ai · checked Aug 20, 2026 | |
| Tool use· | “Agent-friendly APIs for fresh, live page access”floppydata.com · checked Aug 4, 2026 | executes automations and computer control “Bionic also excels at coding tasks, automations, and computer control.”lmstudio.ai · checked Aug 7, 2026 |
| Multi-agent· | no public information floppydata.com · checked Aug 4, 2026 | Supports subagents running within a session (multi-agent-style orchestration) “More consistent progress indicators while tools and subagents are running.”lmstudio.ai · checked Aug 20, 2026 |
| API access· | “Use one API for rotating proxies, static inventory, Web Data scraping, and the Cloud Browser.”floppydata.com · checked Aug 4, 2026 | Provides a local API server with start/stop controls in settings “Fixed local API server start/stop errors not appearing in settings.”lmstudio.ai · checked Aug 20, 2026 |
Impact
| Field | FloppyData | LM Studio |
|---|---|---|
| User base· | 10,000+ users “Trusted by 10,000+ users”floppydata.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information lmstudio.ai · checked Aug 7, 2026 |
| Deployment scale· | 80,000+ companies of all sizes “Trusted by 80,000+ companies of all sizes”floppydata.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information lmstudio.ai · checked Aug 10, 2026 |
| Target sectors· | Brand Protection, Ad Verification, Social Media, Traffic Arbitrage, Web Scraping, SEO, Price Monitoring, Market Research “Popular Use Cases Brand Protection Proxy Ad Verification Proxy For Social Media Traffic Arbitrage Proxy Web Scraping Proxy For Use Cases SEO Proxy Price Monitoring Proxy Market Research Proxy”floppydata.com · checked Aug 4, 2026 | creativity, work, and code “Bionic is LM Studio's agent for open models. Natively local. Built for creativity, work, and code.”lmstudio.ai · checked Aug 10, 2026 |
Disclosed by neither
Both FloppyData and LM Studio publish nothing on these 28 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 28 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Goal complexity
- Operating environment
- Initiative
- High-risk domains
- Documented incidents
- Pricing model
- Price point
- Fine-tuning
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Runtime governance
- Permission scopes
- Dispute process
- Evaluation coverage
Questions
- How do FloppyData and LM Studio compare on human oversight?
- FloppyData: no public information disclosed. LM Studio: Requires permission prompts before destructive file-deletion actions.
- How do FloppyData and LM Studio compare on action space?
- FloppyData: no public information disclosed. LM Studio: Coding tasks, automations, and computer control.
- How do FloppyData and LM Studio compare on user base?
- FloppyData: 10,000+ users. LM Studio: no public information disclosed.
- How do FloppyData and LM Studio compare on deployment scale?
- FloppyData: 80,000+ companies of all sizes. LM Studio: no public information disclosed.
- How do FloppyData and LM Studio compare on target sectors?
- FloppyData: Brand Protection, Ad Verification, Social Media, Traffic Arbitrage, Web Scraping, SEO, Price Monitoring, Market Research. LM Studio: creativity, work, and code.
- How do FloppyData and LM Studio compare on availability?
- FloppyData: no public information disclosed. LM Studio: Available for direct download via a "Download LM Studio Bionic" button; no longer described on-page as an "initial preview" release..