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Exploratory cases are not scored.", "summary": { "exact": { "queries": 10, "SwiftFind": { "target_hit_queries": 10, "clean_top7_queries": 10 }, "FiboSearch Free": { "target_hit_queries": 10, "clean_top7_queries": 10 } }, "clean_prefix": { "queries": 15, "SwiftFind": { "target_hit_queries": 15, "clean_top7_queries": 13 }, "FiboSearch Free": { "target_hit_queries": 15, "clean_top7_queries": 15 } }, "typo_or_mistyped_fragment": { "queries": 27, "SwiftFind": { "target_hit_queries": 25, "clean_top7_queries": 24 }, "FiboSearch Free": { "target_hit_queries": 0, "clean_top7_queries": 0 } } }, "queries": [ { "query": "Linen Shirt", "mode": "exact", "intended_words": [ "linen", "shirt" ], "reference_matches": 34, "engines": { "SwiftFind": { "returned": 7, "reference_hits": 7, "target_hit": true, "clean_top7": true, "precision_at_returned": 1, "titles": [ "Sleek Linen Shirt", "Small Linen Shirt", "Heavy Duty Linen Shirt", "Fantastic Linen Shirt", "Sleek Linen Shirt", "Sleek Linen Shirt", "Awesome 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"shr": "shirt" }, "native_call_ms": 14.244 }, "FiboSearch Free": { "returned": 0, "reference_hits": 0, "target_hit": false, "clean_top7": false, "precision_at_returned": null, "titles": [], "ids": [], "corrections": [], "native_call_ms": 802.783 } } }, { "query": "coton pan", "mode": "typo_or_mistyped_fragment", "intended_words": [ "cotton", "pants" ], "reference_matches": 31, "engines": { "SwiftFind": { "returned": 7, "reference_hits": 7, "target_hit": true, "clean_top7": true, "precision_at_returned": 1, "titles": [ "Aerodynamic Cotton Pants", "Fantastic Cotton Pants", "Rustic Cotton Pants", "Synergistic Cotton Pants", "Incredible Cotton Pants", "Mediocre Cotton Pants", "Lightweight Cotton Pants" ], "ids": [ 7785, 8405, 10204, 8184, 1534, 3643, 5100 ], "corrections": { "coton": "cotton" }, "native_call_ms": 9.985 }, "FiboSearch Free": { "returned": 0, "reference_hits": 0, "target_hit": false, "clean_top7": false, "precision_at_returned": null, "titles": [], "ids": [], "corrections": [], "native_call_ms": 941.807 } } }, { "query": "cot pn", "mode": "typo_or_mistyped_fragment", "intended_words": [ "cotton", "pants" ], "reference_matches": 31, "engines": { "SwiftFind": { "returned": 7, "reference_hits": 7, "target_hit": true, "clean_top7": true, "precision_at_returned": 1, "titles": [ "Aerodynamic Cotton Pants", "Fantastic Cotton Pants", "Rustic Cotton Pants", "Synergistic Cotton Pants", "Incredible Cotton Pants", "Mediocre Cotton Pants", "Lightweight Cotton Pants" ], "ids": [ 7785, 8405, 10204, 8184, 1534, 3643, 5100 ], "corrections": { "pn": "pants" }, "native_call_ms": 8.095 }, "FiboSearch Free": { "returned": 0, "reference_hits": 0, "target_hit": false, "clean_top7": false, "precision_at_returned": null, "titles": [], "ids": [], "corrections": [], "native_call_ms": 931.22 } } }, { "query": "lni shrit", "mode": "typo_or_mistyped_fragment", "intended_words": [ "linen", "shirt" ], "reference_matches": 34, "engines": { "SwiftFind": { "returned": 7, "reference_hits": 7, "target_hit": true, "clean_top7": true, "precision_at_returned": 1, "titles": [ "Sleek Linen Shirt", "Small Linen Shirt", "Heavy Duty Linen Shirt", "Fantastic Linen Shirt", "Sleek Linen Shirt", "Sleek Linen Shirt", "Awesome Linen Shirt" ], "ids": [ 1023, 369, 10578, 6074, 8578, 4540, 9652 ], "corrections": { "shrit": "shirt", "lni": "linen" }, "native_call_ms": 18.447 }, "FiboSearch Free": { "returned": 0, "reference_hits": 0, "target_hit": false, "clean_top7": false, "precision_at_returned": null, "titles": [], "ids": [], "corrections": [], "native_call_ms": 925.203 } } }, { "query": "slk glo", "mode": "typo_or_mistyped_fragment", "intended_words": [ "silk", "gloves" ], "reference_matches": 23, "engines": { "SwiftFind": { "returned": 7, "reference_hits": 7, "target_hit": true, "clean_top7": true, "precision_at_returned": 1, "titles": [ "Mediocre Silk Gloves", "Durable Silk Gloves", "Ergonomic Silk Gloves", "Aerodynamic Silk Gloves", "Synergistic Silk Gloves", "Gorgeous Silk 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0, "target_hit": false, "clean_top7": false, "precision_at_returned": null, "titles": [], "ids": [], "corrections": [], "native_call_ms": 896.522 } } }, { "query": "slik glo", "mode": "typo_or_mistyped_fragment", "intended_words": [ "silk", "gloves" ], "reference_matches": 23, "engines": { "SwiftFind": { "returned": 7, "reference_hits": 7, "target_hit": true, "clean_top7": true, "precision_at_returned": 1, "titles": [ "Mediocre Silk Gloves", "Durable Silk Gloves", "Ergonomic Silk Gloves", "Aerodynamic Silk Gloves", "Synergistic Silk Gloves", "Gorgeous Silk Gloves", "Awesome Silk Gloves" ], "ids": [ 9162, 2234, 4481, 6694, 9156, 5110, 3487 ], "corrections": { "slik": "silk" }, "native_call_ms": 6.956 }, "FiboSearch Free": { "returned": 0, "reference_hits": 0, "target_hit": false, "clean_top7": false, "precision_at_returned": null, "titles": [], "ids": [], "corrections": [], "native_call_ms": 947.158 } } } ] }, "combined_typos": { "queries": 43, "SwiftFind": { "target_hit_queries": 37, "clean_top7_queries": 36 }, "FiboSearch Free": { "target_hit_queries": 0, "clean_top7_queries": 0 } }, "https_comparison": { "method": "Paired public HTTPS requests from browser, alternating engines, 7 products, one pass; relevance check only, no latency claim.", "rows": [ { "q": "Linen Shirt", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" }, { "id": 10578, "title": "Heavy Duty Linen Shirt" }, { "id": 6074, "title": "Fantastic Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 9652, "title": "Awesome Linen Shirt" } ] }, { "q": "Linen Shirt", "engine": "FiboSearch Free", "status": 200, "items": [ { "id": 9472, "title": "Small Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 6191, "title": "Small Linen Shirt" }, { "id": 6093, "title": "Small Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" } ] }, { "q": "lin shi", "engine": "FiboSearch Free", "status": 200, "items": [ { "id": 9472, "title": "Small Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 6191, "title": "Small Linen Shirt" }, { "id": 6093, "title": "Small Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" } ] }, { "q": "lin shi", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" }, { "id": 10578, "title": "Heavy Duty Linen Shirt" }, { "id": 6074, "title": "Fantastic Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 9652, "title": "Awesome Linen Shirt" } ] }, { "q": "sle lin shi", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" } ] }, { "q": "sle lin shi", "engine": "FiboSearch Free", "status": 200, "items": [ { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 1023, "title": "Sleek Linen Shirt" } ] }, { "q": "ln shi", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "ln shi", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" }, { "id": 10578, "title": "Heavy Duty Linen Shirt" }, { "id": 6074, "title": "Fantastic Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 9652, "title": "Awesome Linen Shirt" } ] }, { "q": "lni shi", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" }, { "id": 10578, "title": "Heavy Duty Linen Shirt" }, { "id": 6074, "title": "Fantastic Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 9652, "title": "Awesome Linen Shirt" } ] }, { "q": "lni shi", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "lnn shrt", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "lnn shrt", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" }, { "id": 10578, "title": "Heavy Duty Linen Shirt" }, { "id": 6074, "title": "Fantastic Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 9652, "title": "Awesome Linen Shirt" } ] }, { "q": "slk glov", "engine": "SwiftFind", "status": 200, "items": [ { "id": 9162, "title": "Mediocre Silk Gloves" }, { "id": 2234, "title": "Durable Silk Gloves" }, { "id": 4481, "title": "Ergonomic Silk Gloves" }, { "id": 6694, "title": "Aerodynamic Silk Gloves" }, { "id": 9156, "title": "Synergistic Silk Gloves" }, { "id": 5110, "title": "Gorgeous Silk Gloves" }, { "id": 3487, "title": "Awesome Silk Gloves" } ] }, { "q": "slk glov", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "wol shrt", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "wol shrt", "engine": "SwiftFind", "status": 200, "items": [ { "id": 2035, "title": "Mediocre Steel Shirt" }, { "id": 3464, "title": "Aerodynamic Granite Shirt" }, { "id": 8428, "title": "Intelligent Paper Shirt" }, { "id": 5524, "title": "Enormous Bronze Shirt" }, { "id": 8574, "title": "Intelligent Wooden Shirt" }, { "id": 6191, "title": "Small Linen Shirt" }, { "id": 2895, "title": "Durable Bronze Shirt" } ] }, { "q": "cott pn", "engine": "SwiftFind", "status": 200, "items": [ { "id": 7785, "title": "Aerodynamic Cotton Pants" }, { "id": 8405, "title": "Fantastic Cotton Pants" }, { "id": 10204, "title": "Rustic Cotton Pants" }, { "id": 8184, "title": "Synergistic Cotton Pants" }, { "id": 1534, "title": "Incredible Cotton Pants" }, { "id": 3643, "title": "Mediocre Cotton Pants" }, { "id": 5100, "title": "Lightweight Cotton Pants" } ] }, { "q": "cott pn", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "wod chr", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "wod chr", "engine": "SwiftFind", "status": 200, "items": [] }, { "q": "plst bot", "engine": "SwiftFind", "status": 200, "items": [ { "id": 7497, "title": "Fantastic Plastic Bottle" }, { "id": 2719, "title": "Awesome Plastic Bottle" }, { "id": 5063, "title": "Enormous Plastic Bottle" }, { "id": 8293, "title": "Gorgeous Plastic Bottle" }, { "id": 7844, "title": "Intelligent Plastic Bottle" }, { "id": 7645, "title": "Lightweight Plastic Bottle" }, { "id": 6905, "title": "Awesome Plastic Bottle" } ] }, { "q": "plst bot", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "linenn shrit", "engine": "FiboSearch Free", "status": 200, "items": [] }, { "q": "linenn shrit", "engine": "SwiftFind", "status": 200, "items": [ { "id": 1023, "title": "Sleek Linen Shirt" }, { "id": 369, "title": "Small Linen Shirt" }, { "id": 10578, "title": "Heavy Duty Linen Shirt" }, { "id": 6074, "title": "Fantastic Linen Shirt" }, { "id": 8578, "title": "Sleek Linen Shirt" }, { "id": 4540, "title": "Sleek Linen Shirt" }, { "id": 9652, "title": "Awesome Linen Shirt" } ] } ], "js_errors": [] }, "baseline_rc9_summary": { "exact": { "queries": 10, "SwiftFind": { "target_hit_queries": 10, "clean_top7_queries": 10 }, "FiboSearch Free": { "target_hit_queries": 10, "clean_top7_queries": 10 } }, "clean_prefix": { "queries": 15, "SwiftFind": { "target_hit_queries": 15, "clean_top7_queries": 13 }, "FiboSearch Free": { "target_hit_queries": 15, "clean_top7_queries": 15 } }, "typo_or_mistyped_fragment": { "queries": 27, "SwiftFind": { "target_hit_queries": 23, "clean_top7_queries": 16 }, "FiboSearch Free": { "target_hit_queries": 0, "clean_top7_queries": 0 } } }, "reference_limits": "The scored reference is based on titles, not all indexed fields. Two clean-prefix cases include valid category matches (Shoes category on Computer/Bag titles in the synthetic catalogue). These count as outside the title reference, not necessarily irrelevant products. Prefix alternatives and category matching must be judged with store-specific intent.", "category_match_evidence": [ { "q": "sl lin sh", "rows": [ { "token": "linen", "product_id": "1023", "weight": "5" }, { "token": "shirt", "product_id": "1023", "weight": "5" }, { "token": "sleek", "product_id": "1023", "weight": "5" }, { "token": "linen", "product_id": "3823", "weight": "5" }, { "token": "shoes", "product_id": "3823", "weight": "3" }, { "token": "sleek", "product_id": "3823", "weight": "5" }, { "token": "linen", "product_id": "4540", "weight": "5" }, { "token": "shirt", "product_id": "4540", "weight": "5" }, { "token": "sleek", "product_id": "4540", "weight": "5" }, { "token": "linen", "product_id": "6409", "weight": "5" }, { "token": "shoes", "product_id": "6409", "weight": "3" }, { "token": "sleek", "product_id": "6409", "weight": "5" }, { "token": "linen", "product_id": "8578", "weight": "5" }, { "token": "shirt", "product_id": "8578", "weight": "5" }, { "token": "sleek", "product_id": "8578", "weight": "5" }, { "token": "linen", "product_id": "9002", "weight": "5" }, { "token": "shoes", "product_id": "9002", "weight": "3" }, { "token": "sleek", "product_id": "9002", "weight": "5" }, { "token": "linen", "product_id": "10015", "weight": "5" }, { "token": "shoes", "product_id": "10015", "weight": "5" }, { "token": "sleek", "product_id": "10015", "weight": "5" } ], "tokens": [ [ "sl", "sl", "prefix" ], [ "lin", "lin", "prefix" ], [ "sh", "sh", "original" ], [ "sleek", "sl", "prefix" ], [ "slateblue", "sl", "prefix" ], [ "linen", "lin", "prefix" ], [ "shoes", "sh", "prefix" ], [ "shirt", "sh", "prefix" ] ], "bm25": "1" }, { "q": "sleek linen sh", "rows": [ { "token": "linen", "product_id": "1023", "weight": "5" }, { "token": "shirt", "product_id": "1023", "weight": "5" }, { "token": "sleek", "product_id": "1023", "weight": "5" }, { "token": "linen", "product_id": "3823", "weight": "5" }, { "token": "shoes", "product_id": "3823", "weight": "3" }, { "token": "sleek", "product_id": "3823", "weight": "5" }, { "token": "linen", "product_id": "4540", "weight": "5" }, { "token": "shirt", "product_id": "4540", "weight": "5" }, { "token": "sleek", "product_id": "4540", "weight": "5" }, { "token": "linen", "product_id": "6409", "weight": "5" }, { "token": "shoes", "product_id": "6409", "weight": "3" }, { "token": "sleek", "product_id": "6409", "weight": "5" }, { "token": "linen", "product_id": "8578", "weight": "5" }, { "token": "shirt", "product_id": "8578", "weight": "5" }, { "token": "sleek", "product_id": "8578", "weight": "5" }, { "token": "linen", "product_id": "9002", "weight": "5" }, { "token": "shoes", "product_id": "9002", "weight": "3" }, { "token": "sleek", "product_id": "9002", "weight": "5" }, { "token": "linen", "product_id": "10015", "weight": "5" }, { "token": "shoes", "product_id": "10015", "weight": "5" }, { "token": "sleek", "product_id": "10015", "weight": "5" } ], "tokens": [ [ "sleek", "sleek", "original" ], [ "linen", "linen", "original" ], [ "sh", "sh", "original" ], [ "sleeks", "sleek", "number" ], [ "sleekes", "sleek", "number" ], [ "linens", "linen", "number" ], [ "linenes", "linen", "number" ], [ "shoes", "sh", "prefix" ], [ "shirt", "sh", "prefix" ] ], "bm25": "1" } ], "remaining": [ "Ambiguous short fragments need shopper-facing alternatives: wol can complete the real Wolff brand; chr can mean car or a mistyped chair prefix. Meaningful clean prefixes are preserved and tied contextual corrections are not forced.", "Aggressively shortened multi-error fragments (for example lthr wlt, lethr walet, wodn chari) still fail the specified title reference or yield broad fallback; provide explicit partial-match handling and validate on judged real-store pilots.", "Measure concurrent load and memory on broad queries, including complete retrieval for stable pagination." ] }