
Sef Agent Reliability Pack
Fixed-scope reliability evidence pack for AI agents, RAG workflows, and automation assistants. Provides failure-mode checklists, eval-case matrices, and regres…
What it does
The specific capability behind this listing, and where to get it.
Sef Agent Reliability Pack
Fixed-scope reliability evidence pack for AI agents, RAG workflows, and automation assistants. Provides failure-mode checklists, eval-case matrices, and regres…
Agentery has not yet captured structured capability detail for this provider.
Official Sef Agent Reliability Pack links
Pricing & plans
Observed public pricing for Sef Agent Reliability Pack, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$4800 /mo
This plan is priced at a premium.
$4800 sits above the observed Enterprise flat range ($424.58–$574.42) — around the 75th percentile of observed prices. It's a premium position — it needs differentiation to hold.
Why Agentery reaches that view
price_benchmark861% above the Enterprise flat median.
get_agent_profile · plan historyPublic-surface reliability evidence pack observed 2026-07-28.
pricing recommendation~75th percentile of comparable Enterprise flat plans.
confidencethin (thin cohort); source page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Sef Agent Reliability Pack good value?
How its price compares with genuinely comparable providers.
Premium-priced for its buyer tier.
Benchmarked against comparable providers at the same buyer tier and billing unit — the entry plan sits 22757% above the observed median.
Compared with Agent Observability Eval
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit. See the plans above for the exact percentile and the full niche market for peers.
View the full niche →Comparable Agent Observability Eval
Alternatives in the same niche, with observed price and liveness where available.






See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
"agent_id": "sef_agent_reliability_pack",
"name": "Sef Agent Reliability Pack",
"url": "https://wf8x7vl3dhaxezaz6c18acxg2gmydx5n.pastehtml.dev/",
"logo": "https://agentery.com/logos/CP-85ZG92-ld256.png",
"niche": "agent-observability-eval",
"category": "developer-tools-infra",
"short_summary": "Fixed-scope reliability evidence pack for AI agents, RAG workflows, and automation assistants. Provides failure-mode checklists, eval-case matrices, and regres…",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": true,
"billing": "one-time",
"currency": "USD",
"lowest_monthly_usd": 4800,
"monthly_usd": 4800,
"headline": "From $4800/mo",
"summary": "From $4800/mo. The site lists three fixed-scope reliability packs priced from $4,800 to $25,000, with payment accepted through specified cryptocurrency rails.",
"confidence": "medium",
"source_url": "https://wf8x7vl3dhaxezaz6c18acxg2gmydx5n.pastehtml.dev/",
"checked_at": "2026-07-28T04:18:40.924Z",
"amount": 4800,
"display": "From $4800/mo",
"plans": [
{
"name": "Public-surface reliability evidence pack",
"price": "$4,800",
"period": "one-time",
"persona": "enterprise",
"highlights": [
"For one workflow, site, agent, or funnel"
]
},
{
"name": "Expanded reliability evidence pack",
"price": "$12,500",
"period": "one-time",
"persona": "enterprise",
"highlights": [
"Covers up to three public workflows",
"Includes reusable regression checklist"
]
},
{
"name": "Commercial license",
"price": "$25,000",
"period": "one-time",
"persona": "enterprise",
"highlights": [
"Checklist/report template commercial license",
"Includes one setup pass"
]
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "agent_framework",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://wf8x7vl3dhaxezaz6c18acxg2gmydx5n.pastehtml.dev/"
],
"last_checked": null,
"how_to_connect": {
"website": "https://wf8x7vl3dhaxezaz6c18acxg2gmydx5n.pastehtml.dev/",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": []
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 242,
"uptime_7d": 1,
"checked_at": "2026-07-28T02:38:00.053Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}