AI Performance Review
Query this niche via MCP
niche_report({ niche: "ai-performance-review" })Agents · median
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleNo providers priced at the All tier yet.
All plans
0 pricedProvidervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "ai-performance-review",
"parent_sector": "services",
"provider_type_pricing": {
"slug": "ai-performance-review",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
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},
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}
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"ai-candidate-sourcing",
"ai-virtual-employee",
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},
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},
"pricing": {
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"individual": {
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"confidence": "none",
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"pro": {
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"evidence": {
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"observed_offers": [
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"unit": "per_agent",
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"offers": [
{
"provider": "ai_perf_review_lyzr",
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"price": "$0.08/agent run",
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},
{
"provider": "ai_perf_review_lyzr",
"tier": "enterprise",
"billing": "usage",
"unit": "per_agent",
"price": "$0.03/agent run",
"monthly_usd": null
}
]
}
],
"coverage": {
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"normalized_observations": 0,
"comparable_providers": 0,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 2
}
}
}
},
"billingMix": {
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},
"freeTierShare": 0,
"medianLowestUsd": null
},
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"index_series": {
"series": [
{
"day": "2026-07-19",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-07-22",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-07-23",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-07-24",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-07-26",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 0,
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{
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"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-08-05",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 0,
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},
{
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"index": 100,
"pairs": 0,
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{
"day": "2026-08-08",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 0,
"dayChangePct": 0
}
],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "ai_perf_review_lyzr",
"name": "AI Performance Review Agent",
"url": "https://lyzr.ai/blueprints/hr/ai-performance-review-agent",
"short_summary": "Generates objective, data-driven employee performance reviews and identifies at-risk employees",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Lyzr charges $0.08 per agent run on its managed cloud or $0.03 per agent run for VPC/on-prem deployment, with additional usage-based LLM costs."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "agentvalue",
"name": "Agentvalue",
"url": "https://gitcode.com/badhope/agentvalue",
"short_summary": "An AI agent platform for quantifying employee value from multidimensional work data. Built with LangGraph and FastAPI, it provides separate employee, managemen…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "okr_manager_skill",
"name": "Okr Manager Skill",
"url": "https://github.com/fractalmind-ai/okr-manager-skill",
"short_summary": "AI agent skill for autonomous OKR lifecycle management. Create, track, update, and report on Objectives and Key Results with enforced quality standards and pro…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is listed for the OKR Manager skill repository."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "solidroad_2",
"name": "Solidroad 2",
"url": "https://solidroad.com/",
"short_summary": "AI-powered quality assurance and coaching platform for customer experience teams. Reviews 100% of customer interactions across channels, generates custom agent…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "teamxray",
"name": "Teamxray",
"url": "https://github.com/AndreaGriffiths11/teamxray",
"short_summary": "VS Code extension that analyzes git history to discover team expertise, reveal collaboration patterns, and generate AI-powered management insights using GitHub…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Team X-Ray was observed in the repository content."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "reejig_workos",
"name": "Reejig Workos",
"url": "https://reejig.com/copilot-enablement-hub",
"short_summary": "Enterprise work architecture platform that maps all organizational roles, processes, and tasks to optimize Microsoft Copilot deployment and AI adoption. Provid…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The homepage lists Build packages at $50K or $75K and a Grow offering at $250K per department, but does not clearly state the billing cadence."
},
"home_niche": "enterprise-ai-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "sap_successfactors",
"name": "Sap successfactors",
"url": "https://smithery.ai/server/sap_successfactors",
"short_summary": "Cloud-based human capital management software covering Employee Central, Recruiting, Performance & Goals, Learning, Compensation, and more.",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, Pay as You Go at $10/month with usage credits, usage overage pricing, and a custom contact-sales plan."
},
"home_niche": "ai-employee-engagement",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/ai-performance-review",
"summary": {
"niche": "ai-performance-review",
"sector": "services",
"pricing_by_provider_type": {
"headline": "No published benchmark for ai-performance-review yet — too few comparable priced providers.",
"benchmarks": [],
"warnings": [
"No priced providers meet the benchmark bar for this scope."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "ai-performance-review"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ai-performance-review",
"counts": {
"listings_with_price_capture": 5,
"listings_with_observed_public_price": 1,
"providers_with_numeric_monthly_price_latest_scan": null,
"like_for_like_comparable_pairs": null
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "observed_offers_only",
"pricing_by_tier": null,
"observed_offers": [
{
"billing": "usage",
"unit": "per_agent",
"count": 2,
"offers": [
{
"provider": "ai_perf_review_lyzr",
"tier": "individual",
"billing": "usage",
"unit": "per_agent",
"price": "$0.08/agent run",
"monthly_usd": null
},
{
"provider": "ai_perf_review_lyzr",
"tier": "enterprise",
"billing": "usage",
"unit": "per_agent",
"price": "$0.03/agent run",
"monthly_usd": null
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 5,
"listings_with_observed_public_price": 1,
"normalized_observations": 0,
"comparable_providers": 0,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 2
}
},
"pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
"pricing_excluded_observations": {
"usage_not_monthly": 2
},
"billing_mix": {
"usage": 1
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "ai_perf_review_lyzr",
"name": "AI Performance Review Agent",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Lyzr charges $0.08 per agent run on its managed cloud or $0.03 per agent run for VPC/on-prem deployment, with additional usage-based LLM costs."
},
"observed": true
},
{
"agent_id": "agentvalue",
"name": "Agentvalue",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "okr_manager_skill",
"name": "Okr Manager Skill",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is listed for the OKR Manager skill repository."
},
"observed": false
},
{
"agent_id": "solidroad_2",
"name": "Solidroad 2",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "teamxray",
"name": "Teamxray",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Team X-Ray was observed in the repository content."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "ai-performance-review"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ai-performance-review",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "ai_perf_review_lyzr"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "ai_perf_review_lyzr"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
0 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.