Autonomous Code Generation

{
  "niche": "autonomous-code-generation",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "autonomous-code-generation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 19,
      "p25": 14.99,
      "p75": 20,
      "providers": 17
    },
    "by_provider_type": {
      "agent": {
        "median": 19,
        "p25": 14.99,
        "p75": 20,
        "providers": 17,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 28,
  "adjacent_niches": [
    "ai-frontend-coding",
    "incident-response-sre",
    "mcp-platform-provider",
    "database-query-agent",
    "legacy-code-modernization",
    "on-call-management-agent"
  ],
  "market_pulse": {
    "pulse": 48,
    "drivers": [
      "enterprise money present",
      "6 new builders in 30d"
    ],
    "price_move_30d_pct": -0.9,
    "money_share": 0.4482758620689655,
    "entry_rate": 0.07058823529411765,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": -0.9,
    "comparable_agents": 18,
    "quarantined_agents": 1,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": "replit_agent4's \"Replit Core\" $25→$20 (-20%)"
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": -0.9,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145,
        99.145
      ],
      "pro": [
        100,
        100,
        100,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656,
        100.656
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": -3.7,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 4,
      "pro": 13,
      "team_sme": 8,
      "enterprise": 1
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": {
        "min": 26,
        "max": 26,
        "days": 1
      }
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": {
          "min": 6,
          "max": 6,
          "days": 1
        },
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 80,
    "observed": 29,
    "byPersona": {
      "free": {
        "n": 21,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0.05
      },
      "individual": {
        "n": 13,
        "nPriced": 12,
        "reliability": "high",
        "median": 8.5,
        "p25": 1.56,
        "p75": 20,
        "min": 0.14,
        "max": 120,
        "mean": 21.22,
        "stdev": 34.21,
        "usageShare": 0.54
      },
      "pro": {
        "n": 28,
        "nPriced": 28,
        "reliability": "high",
        "median": 22.5,
        "p25": 19,
        "p75": 100,
        "min": 0.44,
        "max": 899,
        "mean": 85.28,
        "stdev": 170.16,
        "usageShare": 0.04
      },
      "team_sme": {
        "n": 11,
        "nPriced": 11,
        "reliability": "medium",
        "median": 49,
        "p25": 25.99,
        "p75": 200,
        "min": 0.04,
        "max": 1000,
        "mean": 185.91,
        "stdev": 288.9,
        "usageShare": 0.09
      },
      "enterprise": {
        "n": 14,
        "nPriced": 1,
        "reliability": "none",
        "median": 60,
        "p25": 60,
        "p75": 60,
        "min": 60,
        "max": 60,
        "mean": 60,
        "stdev": 0,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.05,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 5,
        "p25": 20,
        "median": 20,
        "p75": 50,
        "confidence": "medium",
        "usageShare": 0.54,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 27,
        "p25": 19,
        "median": 25,
        "p75": 100,
        "confidence": "high",
        "usageShare": 0.04,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 10,
        "p25": 27.5,
        "median": 124.5,
        "p75": 200,
        "confidence": "medium",
        "usageShare": 0.09,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 27.5,
          "provider_count": 4,
          "plan_observation_count": 5,
          "data_confidence": 0.32,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.25,
            "provider_count": 4,
            "plan_observation_count": 5
          },
          "reliability": "low",
          "members": [
            {
              "provider": "ora",
              "usd": 9
            },
            {
              "provider": "replit_agent4",
              "usd": 20
            },
            {
              "provider": "syntropy",
              "usd": 35
            },
            {
              "provider": "replicas_dev",
              "usd": 120
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 29,
          "provider_count": 13,
          "plan_observation_count": 22,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 13,
            "plan_observation_count": 22
          },
          "reliability": "high",
          "members": [
            {
              "provider": "codegpt_ai",
              "usd": 9
            },
            {
              "provider": "autocoder",
              "usd": 9.44
            },
            {
              "provider": "refact_ai",
              "usd": 10
            },
            {
              "provider": "mistral_vibe",
              "usd": 14.99
            },
            {
              "provider": "ora",
              "usd": 19
            },
            {
              "provider": "lanes",
              "usd": 19
            },
            {
              "provider": "wiggum_cli",
              "usd": 29
            },
            {
              "provider": "kiro_dev",
              "usd": 40
            },
            {
              "provider": "qoder",
              "usd": 40
            },
            {
              "provider": "replit_agent4",
              "usd": 100
            },
            {
              "provider": "factory",
              "usd": 100
            },
            {
              "provider": "claude_code",
              "usd": 100
            },
            {
              "provider": "twill_ai",
              "usd": 125
            }
          ],
          "p25": 14.99,
          "p75": 100
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 200,
          "provider_count": 5,
          "plan_observation_count": 5,
          "data_confidence": 0.38,
          "data_confidence_basis": {
            "provider_component": 0.42,
            "observation_component": 0.25,
            "provider_count": 5,
            "plan_observation_count": 5
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "ora",
              "usd": 49
            },
            {
              "provider": "kiro_dev",
              "usd": 200
            },
            {
              "provider": "qoder",
              "usd": 200
            },
            {
              "provider": "replicas_dev",
              "usd": 300
            },
            {
              "provider": "syntropy",
              "usd": 1000
            }
          ],
          "p25": 200,
          "p75": 300
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_seat",
          "median": 28,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "codegpt_ai",
              "usd": 27
            },
            {
              "provider": "wiggum_cli",
              "usd": 29
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_user",
          "median": 19.99,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "kilo_code",
              "usd": 15
            },
            {
              "provider": "mistral_vibe",
              "usd": 24.99
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 13,
        "free_or_zero": 1,
        "usage_not_monthly": 9,
        "unrankable_or_unparseable": 6
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 32,
            "offers": [
              {
                "provider": "autocoder",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "₹899 / mo",
                "monthly_usd": 9.44
              },
              {
                "provider": "claude_code",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "claude_code",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/mo",
                "monthly_usd": 100
              },
              {
                "provider": "claude_code",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/mo",
                "monthly_usd": 200
              },
              {
                "provider": "codegpt_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$108/yr",
                "monthly_usd": 9
              },
              {
                "provider": "factory",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "factory",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/mo",
                "monthly_usd": 100
              },
              {
                "provider": "factory",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/mo",
                "monthly_usd": 200
              },
              {
                "provider": "kiro_dev",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "kiro_dev",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40/mo",
                "monthly_usd": 40
              },
              {
                "provider": "kiro_dev",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/mo",
                "monthly_usd": 100
              },
              {
                "provider": "kiro_dev",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/mo",
                "monthly_usd": 200
              },
              {
                "provider": "lanes",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/month",
                "monthly_usd": 19
              },
              {
                "provider": "mistral_vibe",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$14.99/mo",
                "monthly_usd": 14.99
              },
              {
                "provider": "ora",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/ month USD",
                "monthly_usd": 9
              },
              {
                "provider": "ora",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/ month USD",
                "monthly_usd": 19
              },
              {
                "provider": "ora",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/ month USD",
                "monthly_usd": 49
              },
              {
                "provider": "qoder",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 /mo",
                "monthly_usd": 20
              },
              {
                "provider": "qoder",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$60 /mo",
                "monthly_usd": 60
              },
              {
                "provider": "qoder",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200 /mo",
                "monthly_usd": 200
              },
              {
                "provider": "refact_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "From $10/month",
                "monthly_usd": 10
              },
              {
                "provider": "replicas_dev",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$120/mo",
                "monthly_usd": 120
              },
              {
                "provider": "replicas_dev",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$300/mo",
                "monthly_usd": 300
              },
              {
                "provider": "replit_agent4",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 per month",
                "monthly_usd": 20
              },
              {
                "provider": "replit_agent4",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 per month",
                "monthly_usd": 100
              },
              {
                "provider": "syntropy",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "syntropy",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/mo",
                "monthly_usd": 50
              },
              {
                "provider": "syntropy",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,000/mo",
                "monthly_usd": 1000
              },
              {
                "provider": "twill_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/mo",
                "monthly_usd": 50
              },
              {
                "provider": "twill_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/mo",
                "monthly_usd": 200
              },
              {
                "provider": "wiggum_cli",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 per month",
                "monthly_usd": 19
              },
              {
                "provider": "wiggum_cli",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 per month",
                "monthly_usd": 39
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 2,
            "offers": [
              {
                "provider": "codegpt_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$324/seat/yr",
                "monthly_usd": 27
              },
              {
                "provider": "wiggum_cli",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$29 per seat/month",
                "monthly_usd": 29
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 3,
            "offers": [
              {
                "provider": "kilo_code",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$15/user/month",
                "monthly_usd": 15
              },
              {
                "provider": "mistral_vibe",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$24.99/user/mo",
                "monthly_usd": 24.99
              },
              {
                "provider": "staff_rip",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "€15 /user/mo",
                "monthly_usd": 17.1
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 9,
            "offers": [
              {
                "provider": "autocoder",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.14 / 1M input tokens",
                "monthly_usd": null
              },
              {
                "provider": "autocoder",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.435 / 1M input tokens",
                "monthly_usd": null
              },
              {
                "provider": "codex",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5.00 per 1M input tokens",
                "monthly_usd": null
              },
              {
                "provider": "codex",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.00 per 1M input tokens",
                "monthly_usd": null
              },
              {
                "provider": "codex",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.20 per 1M input tokens",
                "monthly_usd": null
              },
              {
                "provider": "codex",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$8.00 per 1M image input tokens",
                "monthly_usd": null
              },
              {
                "provider": "kiro_dev",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.04 per additional credit",
                "monthly_usd": null
              },
              {
                "provider": "qoder",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$20 /1,500 Credits",
                "monthly_usd": null
              },
              {
                "provider": "wiggum_cli",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25 per additional spec",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 13,
            "offers": [
              {
                "provider": "codegpt_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Pricing",
                "monthly_usd": null
              },
              {
                "provider": "factory",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "factory",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "ibm_ai_coding_agent",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$20.00 USD per instance",
                "monthly_usd": null
              },
              {
                "provider": "ibm_ai_coding_agent",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$60.00 USD per instance",
                "monthly_usd": null
              },
              {
                "provider": "ibm_ai_coding_agent",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$200.00 USD per instance",
                "monthly_usd": null
              },
              {
                "provider": "kilo_code",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "lanes",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "mistral_vibe",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "ninjatech_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "refact_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Not publicly listed",
                "monthly_usd": null
              },
              {
                "provider": "replicas_dev",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "replit_agent4",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 20,
          "normalized_observations": 37,
          "comparable_providers": 17,
          "strict_cohorts": 5,
          "exclusion_reasons": {
            "ambiguous_cadence": 13,
            "free_or_zero": 1,
            "usage_not_monthly": 9,
            "unrankable_or_unparseable": 6
          }
        }
      }
    },
    "billingMix": {
      "free": 8,
      "subscription": 6,
      "freemium": 14,
      "usage": 1
    },
    "freeTierShare": 0.76,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "autonomous-code-generation",
    "sector": "developer-tools-infra",
    "pricedNow": 17,
    "pairs": 17,
    "repriced": [
      {
        "handle": "mistral_vibe",
        "from": 5.99,
        "to": 14.99,
        "pct": 150.3
      },
      {
        "handle": "codegpt_ai",
        "from": 6.67,
        "to": 9,
        "pct": 34.9
      },
      {
        "handle": "autocoder",
        "from": 9.43,
        "to": 9.39,
        "pct": -0.4
      },
      {
        "handle": "staff_rip",
        "from": 17.32,
        "to": 17.38,
        "pct": 0.3
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "devin_ai"
    ],
    "likeForLikePct": 7.4,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — 3 up, 1 down; 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-20",
        "index": 100.656,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100.656,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100.656,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100.656,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100.656,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100.656,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100.656,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100.656,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100.656,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100.656,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 99.795,
        "pairs": 26,
        "dayChangePct": -0.85
      },
      {
        "day": "2026-07-31",
        "index": 99.795,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 99.795,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 99.795,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 99.795,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 99.795,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 99.795,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 99.795,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 99.795,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 99.795,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 99.795,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 99.795,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 99.795,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 99.795,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 99.795,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 99.795,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 99.795,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 99.795,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 99.795,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 99.795,
        "pairs": 25,
        "dayChangePct": 0
      }
    ],
    "latest": 99.795,
    "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": "claude_code",
      "name": "Claude Code",
      "url": "https://www.anthropic.com/product/claude-code",
      "short_summary": "Agentic coding: reads codebases, makes changes across files, runs tests, executes toolchain commands, manages CI failures, and delivers committed code",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "From $20/mo",
        "summary": "From $20/mo. Claude Code is included with Pro at $20 per month month-to-month, or $17 per month with annual billing, while Max plans cost $100 or $200 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "codex",
      "name": "Codex",
      "url": "https://developers.openai.com/codex/ide",
      "short_summary": "reads, edits, and runs code to help developers build software, fix bugs, and understand unfamiliar code",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "The pricing page lists usage-based API rates per 1 million tokens across flagship and image-generation models, with additional rates for caching, output, and processing modes."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "contribai",
      "name": "ContribAI",
      "url": "https://github.com/tang-vu/ContribAI",
      "short_summary": "Autonomously discovers open source repos, analyzes code, generates fixes, and submits pull requests to GitHub projects",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers Free at $0 per user/month, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "deepcode",
      "name": "DeepCode",
      "url": "https://github.com/HKUDS/DeepCode",
      "short_summary": "Agentic code generation: converts research papers and natural language into production-ready code (Paper2Code, Text2Web, Text2Backend)",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The supplied GitHub pricing page shows a permanent free plan, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "devin_ai",
      "name": "Devin",
      "url": "https://devin.ai/",
      "short_summary": "Autonomous AI software engineer that plans and executes complex engineering tasks including code migrations, refactors, PR review, visual QA, bug fixing, issue…",
      "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": "github_anomalycoopencode_the_o",
      "name": "Github Anomalycoopencode The O",
      "url": "https://github.com/anomalyco/opencode",
      "short_summary": "AI coding agent for software development work, code exploration, and multistep tasks",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for OpenCode is shown in the supplied context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_damianedwardscopilotd_a",
      "name": "Github Damianedwardscopilotd A",
      "url": "https://github.com/DamianEdwards/copilotd",
      "short_summary": "watches GitHub repos for issues and pull requests matching configurable dispatch rules and automatically spawns remote-enabled Copilot CLI sessions to work on…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No pricing for copilotd is publicly stated; the referenced pricing page contains GitHub platform plans rather than copilotd pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ibm_ai_coding_agent",
      "name": "IBM Bob",
      "url": "https://www.ibm.com/products/ai-coding-agent",
      "short_summary": "AI coding agent that accelerates software development, automates testing, modernizes legacy code, and strengthens secure delivery across the SDLC",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "IBM lists Pro, Pro+, and Ultra plans starting at $20, $60, and $200 USD per instance, with monthly or annual billing indicated but no separate annual prices shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "jules",
      "name": "Jules",
      "url": "https://jules.google/",
      "short_summary": "performs coding tasks such as bug fixing, version bumps, writing tests, and refactoring code",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage describes Jules, Jules in Pro, and Jules in Ultra with task and concurrency limits but does not show public prices."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "junie",
      "name": "Junie",
      "url": "https://www.jetbrains.com/junie/",
      "short_summary": "AI coding agent that understands code structure and relationships, explores projects, proposes execution plans, writes and tests code, runs inspections and tes…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "JetBrains offers AI Pro, AI Ultimate, and AI Enterprise subscriptions priced at €100.00, €300.00, and €720.00 per user per year, respectively."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "aetnic",
      "name": "Aetnic",
      "url": "https://www.aetnic.com/",
      "short_summary": "Autonomous AI platform that deploys specialized AI agents to plan, build, secure, deploy, and operate complete software systems from a single instruction. Feat…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Aetnic does not publicly disclose a reliable plan price or billing period; it offers a free trial and an enterprise demo."
      },
      "home_niche": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "autogpt",
      "name": "Auto-GPT",
      "url": "https://raw.githubusercontent.com/e2b-dev/awesome-ai-agents/main/README.md",
      "short_summary": "Experimental open-source attempt to make GPT-4 fully autonomous using chained LLM thoughts to achieve goals",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed in the supplied homepage content."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "claw_code",
      "name": "Claw Code",
      "url": "https://claw-code.codes/",
      "short_summary": "open-source AI coding agent framework that reads codebases, edits files, executes commands, runs tests, handles Git, and iterates autonomously until a task is…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Claw Code is presented as an open-source framework with a $0 offer and no paid subscription prices publicly listed."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "genericagent",
      "name": "GenericAgent",
      "url": "https://github.com/lsdefine/GenericAgent",
      "short_summary": "Autonomous self-evolving agent that executes computer tasks—browser automation, terminal/file control, keyboard/mouse input, screen vision, mobile (ADB) contro…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GenericAgent has no publicly stated product pricing in the supplied context."
      },
      "home_niche": "self-evolving-agent-framework",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "iclr_cc",
      "name": "Iclr Cc",
      "url": "https://iclr.cc/virtual/2025/33149",
      "short_summary": "autonomously interacts with computers through a Graphical User Interface (GUI) to automate complex, multi-step computer tasks",
      "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."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "motion_anything",
      "name": "Motion Anything",
      "url": "https://github.com/nexu-io/motion-anything",
      "short_summary": "Open-source, chat-native motion engine that generates animated pages and videos from natural language descriptions. Features 8 coding-agent engines, 403 motion…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for motion-anything is shown in the supplied repository context."
      },
      "home_niche": "ai-video-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "neomjs",
      "name": "Neomjs",
      "url": "https://neomjs.com",
      "short_summary": "Self-evolving software organism that deploys AI engineering teams as swarms into live applications via Neural Link and DreamService for autonomous development…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage's structured data indicates an offer priced at $0, with no additional plan details visible."
      },
      "home_niche": "self-evolving-agent-framework",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "oak",
      "name": "Oak",
      "url": "https://oak.space/",
      "short_summary": "Version control and storage layer designed for autonomous coding agents. Provides faster snapshots, lazy repo mounting, and optimized workflows for agent-based…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/autonomous-code-generation",
  "summary": {
    "niche": "autonomous-code-generation",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $29/mo (13 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 13,
          "reliability": "high",
          "median": 29,
          "p25": 14.99,
          "p75": 100,
          "status": "ok"
        },
        {
          "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": 5,
          "reliability": "medium",
          "median": 200,
          "p25": 200,
          "p75": 300,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 27.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "autonomous-code-generation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/autonomous-code-generation",
    "counts": {
      "listings_with_price_capture": 80,
      "listings_with_observed_public_price": 29,
      "providers_with_numeric_monthly_price_latest_scan": 17,
      "like_for_like_comparable_pairs": 17
    },
    "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": 27.5,
        "provider_count": 4,
        "plan_observation_count": 5,
        "data_confidence": 0.32,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.25,
          "provider_count": 4,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "ora",
            "usd": 9
          },
          {
            "provider": "replit_agent4",
            "usd": 20
          },
          {
            "provider": "syntropy",
            "usd": 35
          },
          {
            "provider": "replicas_dev",
            "usd": 120
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 13,
        "plan_observation_count": 22,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 13,
          "plan_observation_count": 22
        },
        "reliability": "high",
        "members": [
          {
            "provider": "codegpt_ai",
            "usd": 9
          },
          {
            "provider": "autocoder",
            "usd": 9.44
          },
          {
            "provider": "refact_ai",
            "usd": 10
          },
          {
            "provider": "mistral_vibe",
            "usd": 14.99
          },
          {
            "provider": "ora",
            "usd": 19
          },
          {
            "provider": "lanes",
            "usd": 19
          },
          {
            "provider": "wiggum_cli",
            "usd": 29
          },
          {
            "provider": "kiro_dev",
            "usd": 40
          },
          {
            "provider": "qoder",
            "usd": 40
          },
          {
            "provider": "replit_agent4",
            "usd": 100
          },
          {
            "provider": "factory",
            "usd": 100
          },
          {
            "provider": "claude_code",
            "usd": 100
          },
          {
            "provider": "twill_ai",
            "usd": 125
          }
        ],
        "p25": 14.99,
        "p75": 100
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 200,
        "provider_count": 5,
        "plan_observation_count": 5,
        "data_confidence": 0.38,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.25,
          "provider_count": 5,
          "plan_observation_count": 5
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "ora",
            "usd": 49
          },
          {
            "provider": "kiro_dev",
            "usd": 200
          },
          {
            "provider": "qoder",
            "usd": 200
          },
          {
            "provider": "replicas_dev",
            "usd": 300
          },
          {
            "provider": "syntropy",
            "usd": 1000
          }
        ],
        "p25": 200,
        "p75": 300
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 28,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "codegpt_ai",
            "usd": 27
          },
          {
            "provider": "wiggum_cli",
            "usd": 29
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 19.99,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "kilo_code",
            "usd": 15
          },
          {
            "provider": "mistral_vibe",
            "usd": 24.99
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 80,
      "listings_with_observed_public_price": 29,
      "normalized_observations": 37,
      "comparable_providers": 17,
      "strict_cohorts": 5,
      "exclusion_reasons": {
        "ambiguous_cadence": 13,
        "free_or_zero": 1,
        "usage_not_monthly": 9,
        "unrankable_or_unparseable": 6
      }
    },
    "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": 13,
      "free_or_zero": 1,
      "usage_not_monthly": 9,
      "unrankable_or_unparseable": 6
    },
    "billing_mix": {
      "free": 8,
      "subscription": 6,
      "freemium": 14,
      "usage": 1
    },
    "free_tier_share": 0.76,
    "top_providers": [
      {
        "agent_id": "claude_code",
        "name": "Claude Code",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "From $20/mo",
          "summary": "From $20/mo. Claude Code is included with Pro at $20 per month month-to-month, or $17 per month with annual billing, while Max plans cost $100 or $200 per month."
        },
        "observed": true
      },
      {
        "agent_id": "codex",
        "name": "Codex",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "The pricing page lists usage-based API rates per 1 million tokens across flagship and image-generation models, with additional rates for caching, output, and processing modes."
        },
        "observed": true
      },
      {
        "agent_id": "contribai",
        "name": "ContribAI",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "GitHub offers Free at $0 per user/month, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
        },
        "observed": false
      },
      {
        "agent_id": "deepcode",
        "name": "DeepCode",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The supplied GitHub pricing page shows a permanent free plan, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
        },
        "observed": false
      },
      {
        "agent_id": "devin_ai",
        "name": "Devin",
        "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": "autonomous-code-generation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "autonomous-code-generation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "claude_code"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "claude_code"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}