pitstop
classifies AI/API execution failures into WAIT, CAP, or STOP categories
What it does
The specific capability behind this listing, and where to get it.
pitstop
classifies AI/API execution failures into WAIT, CAP, or STOP categories
Official pitstop links
Pricing & plans
Observed public pricing for pitstop, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$2500 /mo
This plan is priced above the comparable median.
$2500 sits above the observed Enterprise flat range ($136.85–$185.15) — around the 75th percentile of observed prices. It's a premium position — it needs differentiation to hold.
Why Agentery reaches that view
price_benchmark1452.8% above the Enterprise flat median.
get_provider_profile · plan historyPaid offering observed 2026-07-17.
pricing recommendation~75th percentile of comparable Enterprise flat plans (approximate: interpolated between the cohort’s observed quartiles, 2 providers).
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 pitstop good value?
How its price compares with genuinely comparable providers.
Premium-priced for its buyer tier.
Basis: Enterprise flat plans at the same billing unit (2 providers), USD monthly, pricing observed 2026-07-17. The Paid offering plan ($2500/mo) sits 1452.8% above that median of $161. Thin evidence: fewer than five comparable providers, so treat the position as indicative. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.
Compared with Incident Response Sre
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.
View the full niche →pitstop's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "pitstop",
"name": "pitstop",
"url": "https://pitstop.dev/",
"logo": null,
"niche": "incident-response-sre",
"category": "developer-tools-infra",
"short_summary": "classifies AI/API execution failures into WAIT, CAP, or STOP categories",
"task_performed": "classifies AI/API execution failures into WAIT, CAP, or STOP categories",
"inputs_accepted": [
"raw logs",
"headers",
"failure blocks from AI/API systems"
],
"outputs_produced": [
"failure classifications (WAIT/CAP/STOP)",
"diagnosis reports",
"fix recommendations",
"guardrail plans"
],
"integrations_available": [],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "assistant",
"human_approval_needed": "unclear",
"pricing_model": "freemium",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing period or plan details were visible on the homepage.",
"confidence": "low",
"source_url": "https://pitstop.dev/",
"checked_at": "2026-10-23T02:42:17.290Z",
"source_kind": "vendor",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [
"LangChain",
"Vercel AI",
"Claude Code",
"OpenClaw",
"production case studies with specific GitHub issue numbers"
],
"evidence_quality": "high",
"entity_type": "service",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://pitstop.dev/"
],
"last_checked": "2026-10-23",
"profile_checked": "2026-06-19",
"price_checked": "2026-10-23",
"how_to_connect": {
"website": "https://pitstop.dev/",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"install": null,
"repository": null,
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://pitstop.dev/",
"last_observed_day": "2026-07-17",
"age_days": 102,
"verified_day": null,
"note": "not verified by the page-text gate"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": null,
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 497,
"uptime_7d": 1,
"checked_at": "2026-10-27T02:42:19.465Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}