Bug Triage Agent

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        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 106.307,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 106.307,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 106.307,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 106.307,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 106.307,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 106.307,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 106.307,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 106.307,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 106.307,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 106.307,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 106.307,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 106.307,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 106.307,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 106.307,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 106.307,
        "pairs": 11,
        "dayChangePct": 0
      }
    ],
    "latest": 106.307,
    "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": "automate_software_bug_reportin",
      "name": "Automate Software Bug Reportin",
      "url": "https://learn.microsoft.com/en-us/power-platform/architecture/solution-ideas/auto-ai-triage",
      "short_summary": "Automates software bug reporting and triage by analyzing user emails about product issues, creating bug reports in Azure DevOps, and handling follow-up updates",
      "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": "high",
      "upvotes": 0
    },
    {
      "agent_id": "taskbounty",
      "name": "TaskBounty",
      "url": "https://www.task-bounty.com",
      "short_summary": "fixes GitHub bugs and raises test coverage on codebases",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Solo",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save 20% with annual\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "rates": [
            {
              "line": "Standard bounty",
              "per": "per unit",
              "text": "$10 per unit"
            }
          ],
          "currency": "USD",
          "notes": [
            "other prices: Verify $149 one-time (one-time); Fix $499 one-time (one-time); Fix + Proof $999 one-time (one-time)",
            "billing period unverified: the pricing page has a \"Monthly Annual Save 20% with annual\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Marketplace Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Solo",
              "price": "$49/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Free Scan",
              "price": "$0 instant",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Verify",
              "price": "$149 one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Fix",
              "price": "$499 one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Fix + Proof",
              "price": "$999 one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Standard bounty",
              "price": "from $10",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free plan; paid from $49/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $49/mo (billing period unverified: page has a Monthly/Annual toggle). TaskBounty offers a free pay-as-you-go marketplace, a $49/month Solo plan, and separate one-time app-security services from $149."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bugscreen",
      "name": "Bugscreen",
      "url": "https://www.bugscreen.app/docs/mcp",
      "short_summary": "Configure mobile bug reporting and investigate retained bug reports with your coding assistant. Manage apps, SDK keys and reporter settings; get Android, iOS a…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "PRO",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "$29 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "TEAM",
              "price": "$89 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. BugScreen offers a permanent free plan, Pro at $29 / mo, Team at $89 / mo, and custom Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "everframe",
      "name": "Everframe",
      "url": "https://everframe.dev/docs/mcp/",
      "short_summary": "Read in-app bug reports, crashes and tickets from Everframe: annotated screenshots, console logs, network requests, breadcrumbs, stack traces and device contex…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "STARTER",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "STARTER",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "$79/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Talk to us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo",
        "summary": "Free plan; paid from $19/mo. Everframe offers a permanent free tier, Starter at $19/month, Pro at $79/month, and custom-priced Enterprise plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "hackerone_hai_triage",
      "name": "Hai Triage",
      "url": "https://www.hackerone.com/platform/triage",
      "short_summary": "Triages security vulnerability reports: filters noise (duplicates, spam, out-of-scope), validates and reproduces findings, prioritizes risks, and produces acti…",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "luciq",
      "name": "Luciq",
      "url": "https://luciq.ai",
      "short_summary": "Mobile observability for AI agents. Investigate crashes, hangs, ANRs, bugs, and app performance, and triage app store reviews, directly from your IDE or termin…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed on the homepage, and a pricing page was not available."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "mimirs402_bountyverdict",
      "name": "Mimirs402 Bountyverdict",
      "url": "https://mimirs402.github.io/bountyverdict/",
      "short_summary": "Diagnose failed GitHub Actions from a run URL, decide retry versus fix, audit AGENTS.md/CLAUDE.md and agent skills, check GitHub bounty claimability, rank boun…",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "rectify",
      "name": "Rectify",
      "url": "https://www.rectify.so/",
      "short_summary": "Provides an AI operations platform (agent 'Quanta') for monitoring, analytics, support inbox, session replays, code scanning, changelogs, roadmaps, and bug rep…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Build",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "other prices: Believer $699 (one-time)",
            "billing period unverified: the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Idea",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Build",
              "price": "$29 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Launch",
              "price": "$59 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Accelerate",
              "price": "$99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Believer",
              "price": "$699",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $29/mo (billing period unverified: page has a Monthly/Annual toggle). Rectify offers a permanent free Idea plan, paid monthly plans from $29/mo, a $699 lifetime option, and custom enterprise pricing; annual billing is advertised as 20% cheaper without a displayed annual figure."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "session_replay",
      "name": "Session Replay",
      "url": "https://session-replay.com/",
      "short_summary": "Bug reports with the full context already attached — console errors, network\nrequests, interactions, and the screen recording — read straight from your\nagent,…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 15.75,
            "total_native": 189
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$19 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$189/year - 2 months free billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Professional",
              "price": "$79 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional (annual billing)",
              "price": "$789/year - 2 months free billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo; $15.75/mo equivalent billed annually",
        "summary": "Free plan; paid from $19/mo; $15.75/mo equivalent billed annually. Session Replay offers a forever-free reporter plan, paid site-owner plans from $19 per month, and custom enterprise pricing, with a 14-day paid trial costing $5."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "bug_report_analysis_ai_agent_t",
      "name": "Bug Report Analysis Ai Agent T",
      "url": "https://beam.ai/skills/bug-report-analysis",
      "short_summary": "Parses and categorizes bug reports, assesses severity and potential impact, and recommends next steps for resolution",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 50,
            "monthly_usd": 50,
            "commitment": "monthly",
            "basis": "$50/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$50/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale Plan",
              "price": "$3990/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom Plan",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free plan; paid from $50/mo",
        "summary": "Free plan; paid from $50/mo. Beam AI offers a free plan, a $50/month Pro plan, a $3990/month Scale plan, and a custom plan for tailored workflows."
      },
      "evidence_quality": "low",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "ai_testing_agent_amp_automatio",
      "name": "Ai Testing Agent Amp Automatio",
      "url": "https://testsprite.com/",
      "short_summary": "Builds and runs end-to-end QA tests on live apps, explores apps like a real user, flags bugs, returns failure bundles with root-cause hypotheses and recommende…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly Save 35%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly Save 35%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Standard",
              "price": "$39 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$69 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle). TestSprite offers a free tier and public monthly plans from $19 to $69, while Enterprise pricing is listed as contact sales."
      },
      "home_niche": "test-case-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "github_agentic_workflows",
      "name": "Github Agentic Workflows",
      "url": "https://github.github.com/gh-aw",
      "short_summary": "Repository automation platform that runs AI coding agents (Copilot, Claude, Codex) as GitHub Actions with security guardrails. Write workflows in markdown to a…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing plans or subscription rates were found on the homepage."
      },
      "home_niche": "devops-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "gitlab",
      "name": "Gitlab",
      "url": "https://smithery.ai/server/gitlab",
      "short_summary": "A web-based DevOps lifecycle tool that provides a Git repository manager providing wiki, issue-tracking, and CI/CD pipeline features.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for this GitLab MCP server."
      },
      "home_niche": "ci-cd-optimization-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "gitlab_mcp_server",
      "name": "Gitlab",
      "url": "https://jmrplens.github.io/gitlab-mcp-server/",
      "short_summary": "Open-source Model Context Protocol server enabling AI assistants to interact with GitLab via natural language. Exposes 1000+ GitLab operations for code review,…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "GitLab MCP Server",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. GitLab MCP Server is presented as free and open source under the MIT license, with no recurring price or billing period shown."
      },
      "home_niche": "devops-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "sentry_seer",
      "name": "Seer",
      "url": "https://sentry.io/product/seer/",
      "short_summary": "Automatically debugs production issues — finds root causes, drafts code fixes, reviews PRs against production data, and answers debugging questions",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 26,
            "monthly_usd": 26,
            "commitment": "monthly",
            "basis": "$26/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save with annual\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Annual Save with annual\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Team",
              "price": "$26.00/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Seer",
              "price": "$40 per active contributor, per month",
              "kind": "base_subscription",
              "unit": "contributor",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 26,
        "monthly_usd": 26,
        "headline": "From $26/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $26/mo (billing period unverified: page has a Monthly/Annual toggle). Sentry pricing shown includes a Team plan at $26.00/mo plus Seer at $40 per active contributor per month, with usage above quotas billed separately."
      },
      "home_niche": "ai-debugging-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/bug-triage-agent",
  "summary": {
    "niche": "bug-triage-agent",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $19/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 19,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 79,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            50,
            64
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            179,
            3990
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "bug-triage-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/bug-triage-agent",
    "counts": {
      "listings_with_price_capture": 23,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 7,
      "like_for_like_comparable_pairs": 6
    },
    "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": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 19,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "bugboard",
            "usd": 19
          },
          {
            "provider": "everframe",
            "usd": 19
          },
          {
            "provider": "session_replay",
            "usd": 19
          },
          {
            "provider": "taskbounty",
            "usd": 49
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 64,
        "provider_count": 5,
        "plan_observation_count": 6,
        "data_confidence": 0.39,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.3,
          "provider_count": 5,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "bugscreen",
            "usd": 29
          },
          {
            "provider": "bug_report_analysis_ai_agent_t",
            "usd": 50
          },
          {
            "provider": "rectify",
            "usd": 64
          },
          {
            "provider": "everframe",
            "usd": 79
          },
          {
            "provider": "session_replay",
            "usd": 79
          }
        ],
        "p25": 50,
        "p75": 79
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 179,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "bugscreen",
            "usd": 89
          },
          {
            "provider": "bugboard",
            "usd": 179
          },
          {
            "provider": "bug_report_analysis_ai_agent_t",
            "usd": 3990
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 23,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 13,
      "comparable_providers": 7,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 5,
        "free_or_zero": 1,
        "promo": 1,
        "one_time": 4,
        "usage_not_monthly": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 5,
      "free_or_zero": 1,
      "promo": 1,
      "one_time": 4,
      "usage_not_monthly": 1
    },
    "billing_mix": {
      "freemium": 7,
      "free": 1
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "automate_software_bug_reportin",
        "name": "Automate Software Bug Reportin",
        "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": "taskbounty",
        "name": "TaskBounty",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Solo",
              "monthly_native": 49,
              "monthly_usd": 49,
              "commitment": "monthly",
              "basis": "$49/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Annual Save 20% with annual\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "rates": [
              {
                "line": "Standard bounty",
                "per": "per unit",
                "text": "$10 per unit"
              }
            ],
            "currency": "USD",
            "notes": [
              "other prices: Verify $149 one-time (one-time); Fix $499 one-time (one-time); Fix + Proof $999 one-time (one-time)",
              "billing period unverified: the pricing page has a \"Monthly Annual Save 20% with annual\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Marketplace Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Solo",
                "price": "$49/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Free Scan",
                "price": "$0 instant",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Verify",
                "price": "$149 one-time",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Fix",
                "price": "$499 one-time",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Fix + Proof",
                "price": "$999 one-time",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Standard bounty",
                "price": "from $10",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 49,
          "monthly_usd": 49,
          "headline": "Free plan; paid from $49/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from $49/mo (billing period unverified: page has a Monthly/Annual toggle). TaskBounty offers a free pay-as-you-go marketplace, a $49/month Solo plan, and separate one-time app-security services from $149."
        },
        "observed": true
      },
      {
        "agent_id": "bugscreen",
        "name": "Bugscreen",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "PRO",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "FREE",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "PRO",
                "price": "$29 / mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "TEAM",
                "price": "$89 / mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "ENTERPRISE",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free plan; paid from $29/mo",
          "summary": "Free plan; paid from $29/mo. BugScreen offers a permanent free plan, Pro at $29 / mo, Team at $89 / mo, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "everframe",
        "name": "Everframe",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "STARTER",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "FREE",
                "price": "$0/mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "STARTER",
                "price": "$19/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "PRO",
                "price": "$79/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "ENTERPRISE",
                "price": "Talk to us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free plan; paid from $19/mo",
          "summary": "Free plan; paid from $19/mo. Everframe offers a permanent free tier, Starter at $19/month, Pro at $79/month, and custom-priced Enterprise plans."
        },
        "observed": true
      },
      {
        "agent_id": "hackerone_hai_triage",
        "name": "Hai Triage",
        "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
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "bug-triage-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "bug-triage-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "automate_software_bug_reportin"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "automate_software_bug_reportin"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}