agent · research
Fira vs Linkup
55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Fira | Linkup |
|---|---|---|
| Audit trail· | no public information linkup.so · checked Aug 1, 2026 | |
| Explainability· | “Every answer is grounded in evidence, with citations down to the exact cell or paragraph.”firaresearch.com · checked Aug 1, 2026 | no public information linkup.so · checked Aug 1, 2026 |
| Runtime governance· | no public information firaresearch.com · checked Aug 1, 2026 | “Tune the index, pick the sources, set the freshness.”linkup.so · checked Aug 1, 2026 |
| Permission scopes· | no public information firaresearch.com · checked Aug 1, 2026 | “Private Index Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls.”linkup.so · checked Aug 1, 2026 |
| Compliance certifications· | “SOC2 SOC 2 Compliant GDPR GDPR Compliance”firaresearch.com · checked Aug 1, 2026 | SOC 2 Type 2 report, and HIPAA compliance in progress, per the vendor's trust center. “Compliance Documents SOC2 type 2 report HIPAA (In progress)”trust.linkup.so · 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 |
| Regulatory alignment· | no public information linkup.so · checked Aug 1, 2026 | |
| SLA terms· | no public information firaresearch.com · checked Aug 1, 2026 | |
| Evaluation coverage· | no public information firaresearch.com · checked Aug 1, 2026 | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 |
Safety
| Field | Fira | Linkup |
|---|---|---|
| Safety evaluations· | no public information firaresearch.com · checked Aug 1, 2026 | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 |
| Third-party evaluations· | no public information firaresearch.com · checked Aug 1, 2026 | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 |
| Data handling· | “Bring your Own Cloud Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.”linkup.so · checked Aug 1, 2026 |
Practicality
| Field | Fira | Linkup |
|---|---|---|
| Pricing model· | no public information firaresearch.com · checked Aug 1, 2026 | |
| Availability· | no public information linkup.so · checked Aug 1, 2026 | |
| Deployment options· | no public information firaresearch.com · checked Aug 1, 2026 | “Private Index Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls. Bring your Own Cloud Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.”linkup.so · checked Aug 1, 2026 |
| Integrations· | “Connect Google Drive, OneDrive, SharePoint, or Box”firaresearch.com · checked Aug 1, 2026 | “Linkup works with the OpenAI SDK wrapper, LangChain, CrewAI, and dozens of other frameworks.”linkup.so · checked Aug 1, 2026 |
Ecosystem
| Field | Fira | Linkup |
|---|---|---|
| Protocols supported· | no public information linkup.so · checked Aug 1, 2026 | |
| Multi-agent· | no public information firaresearch.com · checked Aug 1, 2026 | “Agentic deal sourcing and investment intelligence platform”linkup.so · checked Aug 1, 2026 |
| API access· | no public information firaresearch.com · checked Aug 1, 2026 | “The production-grade Web Search API for AI”linkup.so · checked Aug 1, 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 |
Impact
| Field | Fira | Linkup |
|---|---|---|
| User base· | no public information firaresearch.com · checked Aug 1, 2026 | leading AI labs and global financial institutions “Trusted in production by leading AI labs and global financial institutions.”linkup.so · checked Aug 1, 2026 |
| Deployment scale· | no public information firaresearch.com · checked Aug 1, 2026 | “Trusted in production by leading AI labs and global financial institutions.”linkup.so · checked Aug 1, 2026 |
| Target sectors· | no public information firaresearch.com · checked Aug 1, 2026 | “Legal AI, research copilots, sales agents, voice.”linkup.so · checked Aug 1, 2026 |
| High-risk domains· | “Legal AI, research copilots, sales agents, voice.”linkup.so · checked Aug 1, 2026 | |
| Documented incidents· | Public status page discloses a service outage of over 5 hours “Downtime Down for 5 hours and 24 minutes”status.firaresearch.com · checked Aug 26, 2026 | no public information linkup.so · checked Aug 1, 2026 |
Disclosed by neither
Both Fira and Linkup publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- Price point
- Supported regions
- Support model
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Tool use
- Open source
- Marketplace presence
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
Questions
- How do Fira and Linkup compare on user base?
- Fira: no public information disclosed. Linkup: leading AI labs and global financial institutions.
- How do Fira and Linkup compare on documented incidents?
- Fira: Public status page discloses a service outage of over 5 hours. Linkup: no public information disclosed.