{
  "tool_id": "art-704-ai-token-spend",
  "note": "Eleven vectors covering F1 to F10 (F3 and F6 are two-sided pairs). Expected output_payload values were hand-derived from the build spec first (the overflow-safe cost formula floor(T/1e6)*P + floor((T mod 1e6)*P/1e6), the uncached share floor(T*(10000-share)/10000), the disjoint batch/long slices floor(T*bp/10000) with the plain remainder, civil-days snapshot ages 0, 88 and 89, and ranking ties broken by the model string) and only then checked against compute(). F7 pins AMBIGUOUS_PRICE, F8 a missing cache_write_1h component, F9 the 1e12 per-component monthly cap. human_sign_off: PENDING.",
  "vectors": [
    {
      "name": "f1-single-model-no-cache-seal",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 100000,
          "input_tokens_per_request": 3000,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 0,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 600,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-01",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "anthropic",
              "model": "claude-haiku-4-5",
              "tier": "standard",
              "effective_from": null,
              "effective_through": null,
              "input": 1000000,
              "cached_input": 100000,
              "cache_write_5m": 1250000,
              "cache_write_1h": 2000000,
              "output": 5000000,
              "long_context": null,
              "batch": {
                "input": 500000,
                "output": 2500000
              },
              "source_sha256": "0101010101010101010101010101010101010101010101010101010101010101"
            }
          ]
        },
        "compare": [
          "claude-haiku-4-5"
        ]
      },
      "output_payload": {
        "as_of": "2026-10-01",
        "snapshot_verified_on": "2026-10-01",
        "snapshot_age_days": 0,
        "results": [
          {
            "provider": "anthropic",
            "model": "claude-haiku-4-5",
            "tier": "standard",
            "monthly_micros": 600000000,
            "per_request_micros": 6000,
            "components": {
              "input": 300000000,
              "cached_input": 0,
              "cache_write": 0,
              "output": 300000000
            },
            "price_entry_source_sha256": "0101010101010101010101010101010101010101010101010101010101010101"
          }
        ],
        "ranking": [
          "claude-haiku-4-5"
        ],
        "cheapest": "claude-haiku-4-5",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "831d46e43a196350663ac709fb938fca688982b7e232e7eb8f1714af6099e77d"
    },
    {
      "name": "f2-sixty-percent-cached-share",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 100000,
          "input_tokens_per_request": 3000,
          "cached_input_share_bp": 6000,
          "cache_write_tokens_per_request": 0,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 600,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-01",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "anthropic",
              "model": "claude-haiku-4-5",
              "tier": "standard",
              "effective_from": null,
              "effective_through": null,
              "input": 1000000,
              "cached_input": 100000,
              "cache_write_5m": 1250000,
              "cache_write_1h": 2000000,
              "output": 5000000,
              "long_context": null,
              "batch": {
                "input": 500000,
                "output": 2500000
              },
              "source_sha256": "0101010101010101010101010101010101010101010101010101010101010101"
            }
          ]
        },
        "compare": [
          "claude-haiku-4-5"
        ]
      },
      "output_payload": {
        "as_of": "2026-10-01",
        "snapshot_verified_on": "2026-10-01",
        "snapshot_age_days": 0,
        "results": [
          {
            "provider": "anthropic",
            "model": "claude-haiku-4-5",
            "tier": "standard",
            "monthly_micros": 438000000,
            "per_request_micros": 4380,
            "components": {
              "input": 120000000,
              "cached_input": 18000000,
              "cache_write": 0,
              "output": 300000000
            },
            "price_entry_source_sha256": "0101010101010101010101010101010101010101010101010101010101010101"
          }
        ],
        "ranking": [
          "claude-haiku-4-5"
        ],
        "cheapest": "claude-haiku-4-5",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "66afe377c365091e8f37e992e9be9e41cb9eee1c40b543e9d5bfa684bf17bf34"
    },
    {
      "name": "f3a-cache-write-5m-ttl",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 10000,
          "input_tokens_per_request": 1000,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 500,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 200,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-01",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "anthropic",
              "model": "claude-test-4",
              "tier": "standard",
              "effective_from": null,
              "effective_through": null,
              "input": 1000000,
              "cached_input": 100000,
              "cache_write_5m": 1250000,
              "cache_write_1h": 2000000,
              "output": 5000000,
              "long_context": null,
              "batch": {
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                "output": 2500000
              },
              "source_sha256": "0303030303030303030303030303030303030303030303030303030303030303"
            }
          ]
        },
        "compare": [
          "claude-test-4"
        ]
      },
      "output_payload": {
        "as_of": "2026-10-01",
        "snapshot_verified_on": "2026-10-01",
        "snapshot_age_days": 0,
        "results": [
          {
            "provider": "anthropic",
            "model": "claude-test-4",
            "tier": "standard",
            "monthly_micros": 26250000,
            "per_request_micros": 2625,
            "components": {
              "input": 10000000,
              "cached_input": 0,
              "cache_write": 6250000,
              "output": 10000000
            },
            "price_entry_source_sha256": "0303030303030303030303030303030303030303030303030303030303030303"
          }
        ],
        "ranking": [
          "claude-test-4"
        ],
        "cheapest": "claude-test-4",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "9df4b96f3b4f7535452d5bd81a828b21ac70e74cbea6c22e400047b36c2031b1"
    },
    {
      "name": "f3b-cache-write-1h-ttl",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 10000,
          "input_tokens_per_request": 1000,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 500,
          "cache_write_ttl": "1h",
          "output_tokens_per_request": 200,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-01",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "anthropic",
              "model": "claude-test-4",
              "tier": "standard",
              "effective_from": null,
              "effective_through": null,
              "input": 1000000,
              "cached_input": 100000,
              "cache_write_5m": 1250000,
              "cache_write_1h": 2000000,
              "output": 5000000,
              "long_context": null,
              "batch": {
                "input": 500000,
                "output": 2500000
              },
              "source_sha256": "0303030303030303030303030303030303030303030303030303030303030303"
            }
          ]
        },
        "compare": [
          "claude-test-4"
        ]
      },
      "output_payload": {
        "as_of": "2026-10-01",
        "snapshot_verified_on": "2026-10-01",
        "snapshot_age_days": 0,
        "results": [
          {
            "provider": "anthropic",
            "model": "claude-test-4",
            "tier": "standard",
            "monthly_micros": 30000000,
            "per_request_micros": 3000,
            "components": {
              "input": 10000000,
              "cached_input": 0,
              "cache_write": 10000000,
              "output": 10000000
            },
            "price_entry_source_sha256": "0303030303030303030303030303030303030303030303030303030303030303"
          }
        ],
        "ranking": [
          "claude-test-4"
        ],
        "cheapest": "claude-test-4",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "d5b9a2773b8ea71e85723ecb8cf4c26b984662d2a8962a9c404e2470ab1cc623"
    },
    {
      "name": "f4-batch-share-half-price-block",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 50000,
          "input_tokens_per_request": 2000,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 0,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 500,
          "batch_share_bp": 4000,
          "long_context_share_bp": 0
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-01",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "openai",
              "model": "gpt-test-b",
              "tier": "standard",
              "effective_from": null,
              "effective_through": null,
              "input": 1000000,
              "cached_input": 100000,
              "cache_write_5m": 1250000,
              "cache_write_1h": null,
              "output": 5000000,
              "long_context": null,
              "batch": {
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                "output": 2500000
              },
              "source_sha256": "0404040404040404040404040404040404040404040404040404040404040404"
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          ]
        },
        "compare": [
          "gpt-test-b"
        ]
      },
      "output_payload": {
        "as_of": "2026-10-01",
        "snapshot_verified_on": "2026-10-01",
        "snapshot_age_days": 0,
        "results": [
          {
            "provider": "openai",
            "model": "gpt-test-b",
            "tier": "standard",
            "monthly_micros": 180000000,
            "per_request_micros": 3600,
            "components": {
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              "cached_input": 0,
              "cache_write": 0,
              "output": 100000000
            },
            "price_entry_source_sha256": "0404040404040404040404040404040404040404040404040404040404040404"
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        ],
        "ranking": [
          "gpt-test-b"
        ],
        "cheapest": "gpt-test-b",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "9d21f5f12cca5b01f2d0d7d35ba4cdecf52929ae1dd241b8d44c92419ab34c71"
    },
    {
      "name": "f5-long-context-share-openai-style-blocks",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 20000,
          "input_tokens_per_request": 2000,
          "cached_input_share_bp": 5000,
          "cache_write_tokens_per_request": 300,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 400,
          "batch_share_bp": 0,
          "long_context_share_bp": 3000
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-01",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "openai",
              "model": "gpt-test-a",
              "tier": "standard",
              "effective_from": null,
              "effective_through": null,
              "input": 1000000,
              "cached_input": 100000,
              "cache_write_5m": 1250000,
              "cache_write_1h": null,
              "output": 5000000,
              "long_context": {
                "input": 2000000,
                "cached_input": 200000,
                "cache_write_5m": 2500000,
                "output": 7500000
              },
              "batch": {
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                "output": 2500000,
                "long_context": {
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                  "output": 3750000
                }
              },
              "source_sha256": "0505050505050505050505050505050505050505050505050505050505050505"
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          ]
        },
        "compare": [
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        ]
      },
      "output_payload": {
        "as_of": "2026-10-01",
        "snapshot_verified_on": "2026-10-01",
        "snapshot_age_days": 0,
        "results": [
          {
            "provider": "openai",
            "model": "gpt-test-a",
            "tier": "standard",
            "monthly_micros": 84350000,
            "per_request_micros": 4217,
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            },
            "price_entry_source_sha256": "0505050505050505050505050505050505050505050505050505050505050505"
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        ],
        "ranking": [
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        ],
        "cheapest": "gpt-test-a",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "b0e49ea0c2ffcb574f665d1d173b19dd3874720008be7966a9a865650754eacd"
    },
    {
      "name": "f6a-google-date-effective-before-2027",
      "policy_parameters": {
        "as_of": "2026-12-31",
        "usage": {
          "requests_per_month": 1000,
          "input_tokens_per_request": 1000,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 0,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 100,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
          "snapshot_verified_on": "2026-10-04",
          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
              "provider": "google",
              "model": "gemini-test-flash",
              "tier": "standard",
              "effective_from": null,
              "effective_through": "2026-12-31",
              "input": 750000,
              "cached_input": 75000,
              "cache_write_5m": null,
              "cache_write_1h": null,
              "output": 3750000,
              "long_context": null,
              "batch": {
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              },
              "source_sha256": "0606060606060606060606060606060606060606060606060606060606060606"
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            {
              "provider": "google",
              "model": "gemini-test-flash",
              "tier": "standard",
              "effective_from": "2027-01-01",
              "effective_through": null,
              "input": 1500000,
              "cached_input": 150000,
              "cache_write_5m": null,
              "cache_write_1h": null,
              "output": 7500000,
              "long_context": null,
              "batch": {
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              },
              "source_sha256": "0606060606060606060606060606060606060606060606060606060606060606"
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          ]
        },
        "compare": [
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        ]
      },
      "output_payload": {
        "as_of": "2026-12-31",
        "snapshot_verified_on": "2026-10-04",
        "snapshot_age_days": 88,
        "results": [
          {
            "provider": "google",
            "model": "gemini-test-flash",
            "tier": "standard",
            "monthly_micros": 1125000,
            "per_request_micros": 1125,
            "components": {
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              "output": 375000
            },
            "price_entry_source_sha256": "0606060606060606060606060606060606060606060606060606060606060606"
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        ],
        "ranking": [
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        ],
        "cheapest": "gemini-test-flash",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "985e83192a945c724cfa2e20221482899a44a57ea9e068c1b03f5e9a1c9eb2c0"
    },
    {
      "name": "f6b-google-date-effective-from-2027",
      "policy_parameters": {
        "as_of": "2027-01-01",
        "usage": {
          "requests_per_month": 1000,
          "input_tokens_per_request": 1000,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 0,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 100,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
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          "currency": "USD",
          "unit": "usd_micros_per_million_tokens",
          "models": [
            {
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              "model": "gemini-test-flash",
              "tier": "standard",
              "effective_from": null,
              "effective_through": "2026-12-31",
              "input": 750000,
              "cached_input": 75000,
              "cache_write_5m": null,
              "cache_write_1h": null,
              "output": 3750000,
              "long_context": null,
              "batch": {
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              },
              "source_sha256": "0606060606060606060606060606060606060606060606060606060606060606"
            },
            {
              "provider": "google",
              "model": "gemini-test-flash",
              "tier": "standard",
              "effective_from": "2027-01-01",
              "effective_through": null,
              "input": 1500000,
              "cached_input": 150000,
              "cache_write_5m": null,
              "cache_write_1h": null,
              "output": 7500000,
              "long_context": null,
              "batch": {
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              },
              "source_sha256": "0606060606060606060606060606060606060606060606060606060606060606"
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          ]
        },
        "compare": [
          "gemini-test-flash"
        ]
      },
      "output_payload": {
        "as_of": "2027-01-01",
        "snapshot_verified_on": "2026-10-04",
        "snapshot_age_days": 89,
        "results": [
          {
            "provider": "google",
            "model": "gemini-test-flash",
            "tier": "standard",
            "monthly_micros": 2250000,
            "per_request_micros": 2250,
            "components": {
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              "cached_input": 0,
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              "output": 750000
            },
            "price_entry_source_sha256": "0606060606060606060606060606060606060606060606060606060606060606"
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        ],
        "ranking": [
          "gemini-test-flash"
        ],
        "cheapest": "gemini-test-flash",
        "refusals": [],
        "refusal_reason": null,
        "domain_errors": [],
        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
      },
      "golden_hash": "4c419217308feaa36951fc358981c543ac2d65866fd92175d11daaf0ef75a589"
    },
    {
      "name": "f7-ambiguous-price-refused",
      "policy_parameters": {
        "as_of": "2026-10-01",
        "usage": {
          "requests_per_month": 1000,
          "input_tokens_per_request": 100,
          "cached_input_share_bp": 0,
          "cache_write_tokens_per_request": 0,
          "cache_write_ttl": "5m",
          "output_tokens_per_request": 100,
          "batch_share_bp": 0,
          "long_context_share_bp": 0
        },
        "price_table": {
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        "refusals": [
          {
            "provider": "acme",
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        ],
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        "scope_note": "No taxes or regional uplift; no image, audio or video tokens; no tool-use surcharges; no tiered volume discounts; and no subscription or committed-spend deals. Prices come from the dated price_table input — the default snapshot is a capture of the official provider price pages verified on its own snapshot_verified_on date, never a live quote."
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    {
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      "output_payload": {
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          {
            "provider": "acme",
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        ],
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    {
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        "refusal_reason": "REFUSED_OVERFLOW_CAP",
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          {
            "code": "REFUSED_OVERFLOW_CAP",
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        ],
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      "output_payload": {
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        "ranking": [
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