XFMS - Xpansion Framework Model Source
recommends the optimal LLM model for specific tasks based on quality, cost, latency, and capability requirements
What it does
The specific capability behind this listing, and where to get it.
XFMS - Xpansion Framework Model Source
recommends the optimal LLM model for specific tasks based on quality, cost, latency, and capability requirements
Official XFMS - Xpansion Framework Model Source links
Pricing & plans
Observed public pricing for XFMS - Xpansion Framework Model Source, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$15 /mo
The current price is deliberately competitive.
$15 sits below the observed Pro flat range ($48.45–$65.55) — around the 25th percentile of observed prices. It reads as a value play; make sure the margin still works.
Why Agentery reaches that view
price_benchmark73.7% below the Pro flat median.
get_agent_profile · plan historyUnspecified offer observed 2026-07-26.
pricing recommendation~25th percentile of comparable Pro 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 XFMS - Xpansion Framework Model Source good value?
How its price compares with genuinely comparable providers.
Below the niche median for its buyer tier.
Benchmarked against comparable providers at the same buyer tier and billing unit — the entry plan sits 70% below the observed median.
Compared with LLM Serving Infrastructure
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 LLM Serving Infrastructure
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": "xfms",
"name": "XFMS - Xpansion Framework Model Source",
"url": "https://xpansion.dev/xfms",
"logo": "https://agentery.com/logos/CP-EV9CYV.svg",
"niche": "llm-serving-infrastructure",
"category": "developer-tools-infra",
"short_summary": "recommends the optimal LLM model for specific tasks based on quality, cost, latency, and capability requirements",
"task_performed": "recommends the optimal LLM model for specific tasks based on quality, cost, latency, and capability requirements",
"inputs_accepted": [
"task descriptions",
"capability requirements",
"quality/cost/latency preferences",
"MCP calls"
],
"outputs_produced": [
"ranked model recommendations with plain-English rationale",
"scores",
"weights",
"coverage gaps",
"optional A/B test results"
],
"integrations_available": [
"MCP",
"Claude Code",
"Cursor",
"Continue",
"Cline",
"Claude Desktop",
"GitHub"
],
"protocols_or_interfaces": [
"MCP"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "assistant",
"human_approval_needed": "unclear",
"pricing_model": "free",
"price": {
"observed": false,
"billing": "unknown",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The homepage exposes three USD offer amounts but does not identify their plan names, billing periods, or whether the small displayed dollar figures are subscription prices.",
"confidence": "low",
"source_url": "https://xpansion.dev/xfms",
"checked_at": "2026-07-26T09:31:00.834Z",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [
"8 independent third-party evaluators",
"continuous catalog updates",
"GitHub integration"
],
"evidence_quality": "high",
"entity_type": "tool",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://xpansion.dev/xfms"
],
"last_checked": "2026-06-19",
"how_to_connect": {
"website": "https://xpansion.dev/xfms",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [
"MCP"
],
"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 754,
"uptime_7d": 1,
"checked_at": "2026-07-28T02:39:44.224Z",
"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."
}