- When independently verified best-execution metrics are required
- River’s execution improvement claims are vendor-reported and were not independently validated in public sources accessed for this research. If audited benchmarks are required, buyers should consider building internal routing logic or selecting tools with transparent, auditable methodologies.
- When a mature compliance posture is required on day one
- If SOC 2 or ISO certificates are mandatory for vendor onboarding, River may be unable to satisfy procurement without providing certifications under NDA or demonstrating equivalent controls.
- When the primary requirement is data rather than execution
- Data-focused providers (Delphi Markets API, PMXT archives, or custom ingestion) can be more cost-effective and carry lower operational risk for analytics-only use cases.
- When broad venue coverage is required immediately
- River lists some venues as "coming soon" or "in integration." If a strategy depends on specific venues now, a broader unified API may be preferable.
- When maximum control and minimal intermediary dependency are required
- Direct integration with venue-native APIs (e.g., Kalshi, Polymarket) avoids an intermediary layer that could introduce latency, outages, or behavioral constraints.
- Limited public review footprint
- As of August 12, 2026, River Markets appears too new or niche for robust third-party review coverage on major enterprise review platforms.
- Trust center accessibility and transparency gap
- A trust center exists but was not fully accessible via automated retrieval; key certifications and evidence were not clearly visible in the accessible sources.
- Roadmap and coverage uncertainty
- The vendor lists some venues as "coming soon" or "in integration," and timelines and scope are not confirmed publicly.
- Claims without disclosed methodology
- Reported execution improvements and related metrics are presented without an independently verifiable methodology in the sources accessed.