Gumloop
Gumloop
80.9
Airecmark score
AI agent platform that connects across your tools and executes tasks end-to-end
Best for:Ops teams building agentic workflows with BYO keys and enterprise guardrails
Deterministic Scoring · v2-5dim
Five-Dimension Breakdown
Quality
82
Features
84
Usability
80
Performance
80
Value
78
Overall = 0.25·Quality + 0.20·Features + 0.15·Usability + 0.20·Performance + 0.20·Value · as of 2026-09-06 — Methodology
Pricing
Starts at $37 / mo (Pro, 20k credits)
Model: subscription
Checked 2026-09-06 (T0)
Scores are deterministic compositions of five dimensions — see how we score and compare 46 indexed tools.
Try Gumloop →
Capabilities
Key Features
Unlimited seats
Unlimited agents, seats and teams on Pro with 20k monthly credits.
35+ models, BYO keys
Bring your own API keys with custom proxy support; 8% orchestration fee.
Enterprise guardrails
RBAC, audit logs, SCIM/SAML, custom MCP hosting on Enterprise.
Analyst Trade-off Summary
Strengths & Limitations
thumb_upStrengths
- check_circleNo per-seat pricing — unlimited seats on Pro
- check_circleBYO API keys keep model costs transparent
- check_circleNative MCP hosting and CLI
report_problemLimitations
- error_outline8% orchestration fee on top of model costs
- error_outlineNo self-serve free tier — 14-day trial only
- error_outlineConcurrency limits on lower tiers