{"evaluation_id": "scrapingbee:act", "provider_id": "scrapingbee", "provider_name": "ScrapingBee", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "act", "capability_label": "Act · declarative", "capability_description": "Declarative in-page interactions (click, fill, scroll) in one call", "composite_score": 8.68, "composite_scale_max": 10, "rank": 1, "rank_of": 6, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Declarative browser actions: strongest showing.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "task_success", "metric_label": "Task success", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 5887.9, "display_value": "5.9 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.006, "display_value": "$0.006 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"evaluation_id": "scrapfly:act", "provider_id": "scrapfly", "provider_name": "Scrapfly", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "act", "capability_label": "Act · declarative", "capability_description": "Declarative in-page interactions (click, fill, scroll) in one call", "composite_score": 5.74, "composite_scale_max": 10, "rank": 5, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "task_success", "metric_label": "Task success", "raw_value": 0.6, "display_value": "0.60"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 8698.2, "display_value": "8.7 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.002, "display_value": "$0.002 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "spider:act", "provider_id": "spider", "provider_name": "Spider", "provider_group": "Scraping & Crawling", "provider_category": "Crawl / AI-focused platform", "capability_id": "act", "capability_label": "Act · declarative", "capability_description": "Declarative in-page interactions (click, fill, scroll) in one call", "composite_score": 1.5, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Live declarative clicks do nothing.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "task_success", "metric_label": "Task success", "raw_value": 0.0, "display_value": "0.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 105130.2, "display_value": "105.1 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.001, "display_value": "$0.001 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "firecrawl:act_agent", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "act_agent", "capability_label": "Act · NL-agent", "capability_description": "A natural-language goal handed to an autonomous browser agent", "composite_score": 7.99, "composite_scale_max": 10, "rank": 1, "rank_of": 1, "is_capability_top": true, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "task_success", "metric_label": "Task success", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 43196.7, "display_value": "43.2 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.05, "display_value": "$0.05 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "parallel:answer", "provider_id": "parallel", "provider_name": "Parallel", "provider_group": "Search", "provider_category": "Agent-optimized search index", "capability_id": "answer", "capability_label": "Answer", "capability_description": "A question in, a synthesized answer with cited sources out", "composite_score": 8.33, "composite_scale_max": 10, "rank": 1, "rank_of": 6, "is_capability_top": true, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "answer_correctness", "metric_label": "Correctness", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "citation_faithfulness", "metric_label": "Citation faithfulness", "raw_value": 0.735, "display_value": "0.73"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 16325.6, "display_value": "16.3 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.01, "display_value": "$0.01 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/parallel/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "exa:answer", "provider_id": "exa", "provider_name": "Exa", "provider_group": "Search", "provider_category": "Neural + keyword index", "capability_id": "answer", "capability_label": "Answer", "capability_description": "A question in, a synthesized answer with cited sources out", "composite_score": 7.99, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Second on citation faithfulness, at a fraction of the leader's latency.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "answer_correctness", "metric_label": "Correctness", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "citation_faithfulness", "metric_label": "Citation faithfulness", "raw_value": 0.515, "display_value": "0.52"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 1357.5, "display_value": "1.4 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.005, "display_value": "$0.005 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/exa/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"evaluation_id": "linkup:answer", "provider_id": "linkup", "provider_name": "Linkup", "provider_group": "Search", "provider_category": "Own crawl index", "capability_id": "answer", "capability_label": "Answer", "capability_description": "A question in, a synthesized answer with cited sources out", "composite_score": 6.84, "composite_scale_max": 10, "rank": 5, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "answer_correctness", "metric_label": "Correctness", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "citation_faithfulness", "metric_label": "Citation faithfulness", "raw_value": 0.138, "display_value": "0.14"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2345.7, "display_value": "2.3 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.005, "display_value": "$0.005 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/linkup/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"evaluation_id": "firecrawl:crawl", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "crawl", "capability_label": "Crawl", "capability_description": "Enumerate and fetch many pages across a site", "composite_score": 7.95, "composite_scale_max": 10, "rank": 2, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Clean path-scoped enumeration; Tavily's map now covers more of the corpus.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "coverage", "metric_label": "Coverage", "raw_value": 0.8, "display_value": "0.80"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 29740.2, "display_value": "29.7 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.02675, "display_value": "$0.027 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "spider:crawl", "provider_id": "spider", "provider_name": "Spider", "provider_group": "Scraping & Crawling", "provider_category": "Crawl / AI-focused platform", "capability_id": "crawl", "capability_label": "Crawl", "capability_description": "Enumerate and fetch many pages across a site", "composite_score": 7.28, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Quick at recursive crawling.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "coverage", "metric_label": "Coverage", "raw_value": 0.537, "display_value": "0.54"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2308.4, "display_value": "2.3 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 9.1e-05, "display_value": "$9.1e-05 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "brightdata:crawl", "provider_id": "brightdata", "provider_name": "Bright Data", "provider_group": "Scraping & Crawling", "provider_category": "Web Unlocker + Scraper API", "capability_id": "crawl", "capability_label": "Crawl", "capability_description": "Enumerate and fetch many pages across a site", "composite_score": 3.88, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "No link discovery: url_collection hands back just the seed.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "coverage", "metric_label": "Coverage", "raw_value": 0.1, "display_value": "0.10"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 6469.8, "display_value": "6.5 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.01, "display_value": "$0.01 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 20.0, "display_value": "20%"}], "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapfly:extract_ai", "provider_id": "scrapfly", "provider_name": "Scrapfly", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "extract_ai", "capability_label": "Extract · AI/schema", "capability_description": "Structured fields pulled from a page against an AI/natural-language schema", "composite_score": 9.0, "composite_scale_max": 10, "rank": 1, "rank_of": 4, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Extraction accuracy ranks first among the set.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 4057.2, "display_value": "4.1 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.002, "display_value": "$0.002 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "firecrawl:extract_ai", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "extract_ai", "capability_label": "Extract · AI/schema", "capability_description": "Structured fields pulled from a page against an AI/natural-language schema", "composite_score": 8.75, "composite_scale_max": 10, "rank": 2, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "On the precision test it hallucinated a null field.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 0.957, "display_value": "0.96"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2356.8, "display_value": "2.4 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.005225, "display_value": "$0.0052 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapingbee:extract_ai", "provider_id": "scrapingbee", "provider_name": "ScrapingBee", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "extract_ai", "capability_label": "Extract · AI/schema", "capability_description": "Structured fields pulled from a page against an AI/natural-language schema", "composite_score": 8.21, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 0.893, "display_value": "0.89"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 3112.7, "display_value": "3.1 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.006719, "display_value": "$0.0067 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "zyte:extract_ai", "provider_id": "zyte", "provider_name": "Zyte", "provider_group": "Scraping & Crawling", "provider_category": "Single-endpoint extraction", "capability_id": "extract_ai", "capability_label": "Extract · AI/schema", "capability_description": "Structured fields pulled from a page against an AI/natural-language schema", "composite_score": 5.17, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Custom fields aren't possible under its fixed schema.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 0.461, "display_value": "0.46"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 5552.9, "display_value": "5.6 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.002169, "display_value": "$0.0022 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 7.1, "display_value": "7%"}], "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapingbee:extract_rules", "provider_id": "scrapingbee", "provider_name": "ScrapingBee", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "extract_rules", "capability_label": "Extract · CSS rules", "capability_description": "Structured fields pulled from a page via CSS/XPath rules", "composite_score": 9.23, "composite_scale_max": 10, "rank": 1, "rank_of": 3, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Top-ranked rule-based extractor, at a fraction of AI-extract cost.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2698.8, "display_value": "2.7 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.00098, "display_value": "$0.00098 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "oxylabs:extract_rules", "provider_id": "oxylabs", "provider_name": "Oxylabs", "provider_group": "Scraping & Crawling", "provider_category": "Scraping API + proxy network", "capability_id": "extract_rules", "capability_label": "Extract · CSS rules", "capability_description": "Structured fields pulled from a page via CSS/XPath rules", "composite_score": 8.65, "composite_scale_max": 10, "rank": 2, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 8217.8, "display_value": "8.2 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.0012, "display_value": "$0.0012 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "zenrows:extract_rules", "provider_id": "zenrows", "provider_name": "ZenRows", "provider_group": "Scraping & Crawling", "provider_category": "Scraper API + CDP browser", "capability_id": "extract_rules", "capability_label": "Extract · CSS rules", "capability_description": "Structured fields pulled from a page via CSS/XPath rules", "composite_score": 5.77, "composite_scale_max": 10, "rank": 3, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Every *.toscrape.com domain is blocklisted — an openly stated gap.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "field_accuracy", "metric_label": "Field accuracy", "raw_value": 0.5, "display_value": "0.50"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 1841.0, "display_value": "1.8 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.0028, "display_value": "$0.0028 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 50.0, "display_value": "50%"}], "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "firecrawl:parse", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "parse", "capability_label": "Parse · PDF/doc", "capability_description": "PDF/document to text, with OCR where the provider supports it", "composite_score": 8.81, "composite_scale_max": 10, "rank": 1, "rank_of": 3, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Scanned-PDF OCR sets it apart.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "text_accuracy", "metric_label": "Text accuracy", "raw_value": 0.907, "display_value": "0.91"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 354.8, "display_value": "355 ms"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.001103, "display_value": "$0.0011 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "jina:parse", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "parse", "capability_label": "Parse · PDF/doc", "capability_description": "PDF/document to text, with OCR where the provider supports it", "composite_score": 8.28, "composite_scale_max": 10, "rank": 2, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "No OCR: scanned PDFs come back empty.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "text_accuracy", "metric_label": "Text accuracy", "raw_value": 0.78, "display_value": "0.78"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 1819.0, "display_value": "1.8 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.0, "display_value": "$0 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "spider:parse", "provider_id": "spider", "provider_name": "Spider", "provider_group": "Scraping & Crawling", "provider_category": "Crawl / AI-focused platform", "capability_id": "parse", "capability_label": "Parse · PDF/doc", "capability_description": "PDF/document to text, with OCR where the provider supports it", "composite_score": 6.96, "composite_scale_max": 10, "rank": 3, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Scanned PDFs yield raw bytes.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "text_accuracy", "metric_label": "Text accuracy", "raw_value": 0.6, "display_value": "0.60"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2329.7, "display_value": "2.3 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 3.8e-05, "display_value": "$3.8e-05 / useful"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "firecrawl:scrape", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 9.85, "composite_scale_max": 10, "rank": 1, "rank_of": 10, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Class-leading result; every anti-bot vendor cleared.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 1.0, "display_value": "100%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 9.62, "display_value": "9.6 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 369.0, "display_value": "369 ms"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.002094, "display_value": "$0.0021 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapfly:scrape", "provider_id": "scrapfly", "provider_name": "Scrapfly", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 8.9, "composite_scale_max": 10, "rank": 2, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Cleared both anti-bot vendors behind the single asp=true flag; the one miss was an unprotected page.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.875, "display_value": "88%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 9.57, "display_value": "9.6 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 4223.9, "display_value": "4.2 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.003363, "display_value": "$0.0034 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "zyte:scrape", "provider_id": "zyte", "provider_name": "Zyte", "provider_group": "Scraping & Crawling", "provider_category": "Single-endpoint extraction", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 6.92, "composite_scale_max": 10, "rank": 3, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Cleared Cloudflare, but the DataDome target came back blocked.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.75, "display_value": "75%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 4.17, "display_value": "4.2 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 9400.8, "display_value": "9.4 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.000917, "display_value": "$0.00092 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 25.0, "display_value": "25%"}], "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapingbee:scrape", "provider_id": "scrapingbee", "provider_name": "ScrapingBee", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 6.75, "composite_scale_max": 10, "rank": 4, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.75, "display_value": "75%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 3.67, "display_value": "3.7 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 11132.5, "display_value": "11.1 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.005735, "display_value": "$0.0057 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 12.5, "display_value": "12%"}], "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "brightdata:scrape", "provider_id": "brightdata", "provider_name": "Bright Data", "provider_group": "Scraping & Crawling", "provider_category": "Web Unlocker + Scraper API", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 6.42, "composite_scale_max": 10, "rank": 5, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.5, "display_value": "50%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 4.62, "display_value": "4.6 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 6355.0, "display_value": "6.4 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.0029, "display_value": "$0.0029 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "crawlbase:scrape", "provider_id": "crawlbase", "provider_name": "Crawlbase", "provider_group": "Scraping & Crawling", "provider_category": "Single-call + managed crawl", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 6.04, "composite_scale_max": 10, "rank": 6, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.625, "display_value": "62%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 3.4, "display_value": "3.4 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 6710.1, "display_value": "6.7 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.0072, "display_value": "$0.0072 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 37.5, "display_value": "38%"}], "provider_page_url": "https://nativeport.ai/providers/crawlbase/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "spider:scrape", "provider_id": "spider", "provider_name": "Spider", "provider_group": "Scraping & Crawling", "provider_category": "Crawl / AI-focused platform", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 6.0, "composite_scale_max": 10, "rank": 7, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.375, "display_value": "38%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 9.5, "display_value": "9.5 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 14476.4, "display_value": "14.5 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.000173, "display_value": "$0.00017 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "oxylabs:scrape", "provider_id": "oxylabs", "provider_name": "Oxylabs", "provider_group": "Scraping & Crawling", "provider_category": "Scraping API + proxy network", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 5.98, "composite_scale_max": 10, "rank": 8, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.625, "display_value": "62%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 3.4, "display_value": "3.4 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 14490.6, "display_value": "14.5 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.00152, "display_value": "$0.0015 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 12.5, "display_value": "12%"}], "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scraperapi:scrape", "provider_id": "scraperapi", "provider_name": "ScraperAPI", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 5.68, "composite_scale_max": 10, "rank": 9, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.5, "display_value": "50%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 3.75, "display_value": "3.8 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2044.0, "display_value": "2.0 s"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.01274, "display_value": "$0.013 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 50.0, "display_value": "50%"}], "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "zenrows:scrape", "provider_id": "zenrows", "provider_name": "ZenRows", "provider_group": "Scraping & Crawling", "provider_category": "Scraper API + CDP browser", "capability_id": "scrape", "capability_label": "Scrape", "capability_description": "Fetch one URL as clean content/markdown, anti-bot handled", "composite_score": 1.1, "composite_scale_max": 10, "rank": 10, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Every target errored this run — nothing came back to score.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "raw_value": 0.0, "display_value": "0%"}, {"metric_index": 1, "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "raw_value": 0.0, "display_value": "0.0 / 10"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 0.0, "display_value": "0 ms"}, {"metric_index": 3, "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "raw_value": 0.0588, "display_value": "$0.059 / success"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 100.0, "display_value": "100%"}], "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "oxylabs:scrape_domain", "provider_id": "oxylabs", "provider_name": "Oxylabs", "provider_group": "Scraping & Crawling", "provider_category": "Scraping API + proxy network", "capability_id": "scrape_domain", "capability_label": "Scrape-domain", "capability_description": "Purpose-built scrapers for hard, high-value domains (e-commerce, social)", "composite_score": 8.38, "composite_scale_max": 10, "rank": 1, "rank_of": 6, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Leading scraper, though official first-party APIs win where available.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "value_accuracy", "metric_label": "Accuracy", "raw_value": 0.86, "display_value": "0.86"}, {"metric_index": 1, "metric_key": "field_fill", "metric_label": "Field fill", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2568.4, "display_value": "2.6 s"}, {"metric_index": 3, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.002326, "display_value": "$0.0023 / useful"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapingbee:scrape_domain", "provider_id": "scrapingbee", "provider_name": "ScrapingBee", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "scrape_domain", "capability_label": "Scrape-domain", "capability_description": "Purpose-built scrapers for hard, high-value domains (e-commerce, social)", "composite_score": 8.1, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "value_accuracy", "metric_label": "Accuracy", "raw_value": 0.877, "display_value": "0.88"}, {"metric_index": 1, "metric_key": "field_fill", "metric_label": "Field fill", "raw_value": 0.947, "display_value": "0.95"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 3486.9, "display_value": "3.5 s"}, {"metric_index": 3, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.011174, "display_value": "$0.011 / useful"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "apify:scrape_domain", "provider_id": "apify", "provider_name": "Apify", "provider_group": "Browser Automation", "provider_category": "Actor marketplace", "capability_id": "scrape_domain", "capability_label": "Scrape-domain", "capability_description": "Purpose-built scrapers for hard, high-value domains (e-commerce, social)", "composite_score": 7.99, "composite_scale_max": 10, "rank": 3, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "value_accuracy", "metric_label": "Accuracy", "raw_value": 0.933, "display_value": "0.93"}, {"metric_index": 1, "metric_key": "field_fill", "metric_label": "Field fill", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 11182.2, "display_value": "11.2 s"}, {"metric_index": 3, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.003215, "display_value": "$0.0032 / useful"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/apify/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "crawlbase:scrape_domain", "provider_id": "crawlbase", "provider_name": "Crawlbase", "provider_group": "Scraping & Crawling", "provider_category": "Single-call + managed crawl", "capability_id": "scrape_domain", "capability_label": "Scrape-domain", "capability_description": "Purpose-built scrapers for hard, high-value domains (e-commerce, social)", "composite_score": 7.04, "composite_scale_max": 10, "rank": 4, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Instagram's anti-bot triggers non-deterministic behavior.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "value_accuracy", "metric_label": "Accuracy", "raw_value": 0.746, "display_value": "0.75"}, {"metric_index": 1, "metric_key": "field_fill", "metric_label": "Field fill", "raw_value": 0.877, "display_value": "0.88"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 7911.4, "display_value": "7.9 s"}, {"metric_index": 3, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.002681, "display_value": "$0.0027 / useful"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/crawlbase/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scraperapi:scrape_domain", "provider_id": "scraperapi", "provider_name": "ScraperAPI", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "scrape_domain", "capability_label": "Scrape-domain", "capability_description": "Purpose-built scrapers for hard, high-value domains (e-commerce, social)", "composite_score": 6.64, "composite_scale_max": 10, "rank": 5, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "value_accuracy", "metric_label": "Accuracy", "raw_value": 0.667, "display_value": "0.67"}, {"metric_index": 1, "metric_key": "field_fill", "metric_label": "Field fill", "raw_value": 0.778, "display_value": "0.78"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 4850.5, "display_value": "4.9 s"}, {"metric_index": 3, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.007346, "display_value": "$0.0073 / useful"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "brightdata:scrape_domain", "provider_id": "brightdata", "provider_name": "Bright Data", "provider_group": "Scraping & Crawling", "provider_category": "Web Unlocker + Scraper API", "capability_id": "scrape_domain", "capability_label": "Scrape-domain", "capability_description": "Purpose-built scrapers for hard, high-value domains (e-commerce, social)", "composite_score": 6.32, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "value_accuracy", "metric_label": "Accuracy", "raw_value": 0.694, "display_value": "0.69"}, {"metric_index": 1, "metric_key": "field_fill", "metric_label": "Field fill", "raw_value": 0.75, "display_value": "0.75"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 13905.6, "display_value": "13.9 s"}, {"metric_index": 3, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.003602, "display_value": "$0.0036 / useful"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 25.0, "display_value": "25%"}], "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "firecrawl:screenshot", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 9.27, "composite_scale_max": 10, "rank": 1, "rank_of": 8, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Highest rate of valid images.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 3583.6, "display_value": "3.6 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.001, "display_value": "$0.001 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "zyte:screenshot", "provider_id": "zyte", "provider_name": "Zyte", "provider_group": "Scraping & Crawling", "provider_category": "Single-endpoint extraction", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 9.11, "composite_scale_max": 10, "rank": 2, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 5115.4, "display_value": "5.1 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.001, "display_value": "$0.001 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapingbee:screenshot", "provider_id": "scrapingbee", "provider_name": "ScrapingBee", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 8.56, "composite_scale_max": 10, "rank": 3, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 0.875, "display_value": "0.88"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2760.0, "display_value": "2.8 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.0028, "display_value": "$0.0028 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 12.5, "display_value": "12%"}], "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scrapfly:screenshot", "provider_id": "scrapfly", "provider_name": "Scrapfly", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 7.87, "composite_scale_max": 10, "rank": 4, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 0.875, "display_value": "0.88"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 10490.8, "display_value": "10.5 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.002, "display_value": "$0.002 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 12.5, "display_value": "12%"}], "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "crawlbase:screenshot", "provider_id": "crawlbase", "provider_name": "Crawlbase", "provider_group": "Scraping & Crawling", "provider_category": "Single-call + managed crawl", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 7.84, "composite_scale_max": 10, "rank": 5, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 0.75, "display_value": "0.75"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 3694.6, "display_value": "3.7 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.0015, "display_value": "$0.0015 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 12.5, "display_value": "12%"}], "provider_page_url": "https://nativeport.ai/providers/crawlbase/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "zenrows:screenshot", "provider_id": "zenrows", "provider_name": "ZenRows", "provider_group": "Scraping & Crawling", "provider_category": "Scraper API + CDP browser", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 7.16, "composite_scale_max": 10, "rank": 6, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "books.toscrape blocks it — a gap openly noted.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 0.625, "display_value": "0.62"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 3681.1, "display_value": "3.7 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.0014, "display_value": "$0.0014 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 37.5, "display_value": "38%"}], "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "scraperapi:screenshot", "provider_id": "scraperapi", "provider_name": "ScraperAPI", "provider_group": "Scraping & Crawling", "provider_category": "Single-call scraping API", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 7.09, "composite_scale_max": 10, "rank": 7, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 0.75, "display_value": "0.75"}, {"metric_index": 1, "metric_key": "full_page_support", "metric_label": "Full-page", "raw_value": 1.0, "display_value": "1.00"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 30994.7, "display_value": "31.0 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.0049, "display_value": "$0.0049 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 25.0, "display_value": "25%"}], "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "spider:screenshot", "provider_id": "spider", "provider_name": "Spider", "provider_group": "Scraping & Crawling", "provider_category": "Crawl / AI-focused platform", "capability_id": "screenshot", "capability_label": "Screenshot", "capability_description": "Rendered image of a URL", "composite_score": 1.75, "composite_scale_max": 10, "rank": 8, "rank_of": 8, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Every capture errored; no image came back.", "metric_count": 3, "metrics": [{"metric_index": 0, "metric_key": "valid_image_rate", "metric_label": "Valid image", "raw_value": 0.0, "display_value": "0.00"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 0.0, "display_value": "0 ms"}, {"metric_index": 2, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 100.0, "display_value": "100%"}], "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "jina:search", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 7.96, "composite_scale_max": 10, "rank": 1, "rank_of": 11, "is_capability_top": true, "measured_date": "2026-08-05", "note": "First across all three query classes.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.62, "display_value": "0.62"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 1023.8, "display_value": "1.0 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.000322, "display_value": "$0.00032 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "serper:search", "provider_id": "serper", "provider_name": "Serper", "provider_group": "Search", "provider_category": "Google SERP scrape", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 7.79, "composite_scale_max": 10, "rank": 2, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.62, "display_value": "0.62"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 815.5, "display_value": "816 ms"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.000484, "display_value": "$0.00048 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/serper/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "youcom:search", "provider_id": "youcom", "provider_name": "You.com", "provider_group": "Search", "provider_category": "Own crawl index + Research API", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 7.6, "composite_scale_max": 10, "rank": 3, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.606, "display_value": "0.61"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 566.2, "display_value": "566 ms"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.008244, "display_value": "$0.0082 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/youcom/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"evaluation_id": "brave:search", "provider_id": "brave", "provider_name": "Brave Search", "provider_group": "Search", "provider_category": "Independent crawler index", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 7.31, "composite_scale_max": 10, "rank": 5, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.62, "display_value": "0.62"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 470.1, "display_value": "470 ms"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.00806, "display_value": "$0.0081 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/brave/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"evaluation_id": "tavily:search", "provider_id": "tavily", "provider_name": "Tavily", "provider_group": "Search", "provider_category": "Agent-native search index", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 6.63, "composite_scale_max": 10, "rank": 8, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.551, "display_value": "0.55"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 1882.1, "display_value": "1.9 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.014521, "display_value": "$0.015 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/tavily/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "searchapi:search", "provider_id": "searchapi", "provider_name": "SearchAPI.io", "provider_group": "Search", "provider_category": "Multi-engine SERP scrape", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 6.27, "composite_scale_max": 10, "rank": 9, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.579, "display_value": "0.58"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2879.7, "display_value": "2.9 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.006912, "display_value": "$0.0069 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/searchapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "dataforseo:search", "provider_id": "dataforseo", "provider_name": "DataForSEO", "provider_group": "Search", "provider_category": "SEO & SERP data platform", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 5.86, "composite_scale_max": 10, "rank": 10, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.588, "display_value": "0.59"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 9929.0, "display_value": "9.9 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.003402, "display_value": "$0.0034 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/dataforseo/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "linkup:search", "provider_id": "linkup", "provider_name": "Linkup", "provider_group": "Search", "provider_category": "Own crawl index", "capability_id": "search", "capability_label": "Search", "capability_description": "Web search: a query in, ranked result links out", "composite_score": 4.86, "composite_scale_max": 10, "rank": 11, "rank_of": 11, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "recall_at_10", "metric_label": "Recall@10", "raw_value": 0.236, "display_value": "0.24"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 2786.3, "display_value": "2.8 s"}, {"metric_index": 2, "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "raw_value": 0.021176, "display_value": "$0.021 / useful result"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/linkup/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "serper:serp", "provider_id": "serper", "provider_name": "Serper", "provider_group": "Search", "provider_category": "Google SERP scrape", "capability_id": "serp", "capability_label": "SERP verticals", "capability_description": "Google SERP verticals (web, news, images, places, scholar) as structured JSON", "composite_score": 9.13, "composite_scale_max": 10, "rank": 1, "rank_of": 4, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Lowest cost and latency; Google only.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "quality", "metric_label": "Quality", "raw_value": 0.938, "display_value": "0.94"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 886.0, "display_value": "886 ms"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.0003, "display_value": "$0.0003 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/serper/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "searchapi:serp", "provider_id": "searchapi", "provider_name": "SearchAPI.io", "provider_group": "Search", "provider_category": "Multi-engine SERP scrape", "capability_id": "serp", "capability_label": "SERP verticals", "capability_description": "Google SERP verticals (web, news, images, places, scholar) as structured JSON", "composite_score": 9.01, "composite_scale_max": 10, "rank": 2, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Widest vertical coverage, with SerpApi-compatible JSON.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "quality", "metric_label": "Quality", "raw_value": 0.977, "display_value": "0.98"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 1529.8, "display_value": "1.5 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.004, "display_value": "$0.004 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/searchapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "serpapi:serp", "provider_id": "serpapi", "provider_name": "SerpApi", "provider_group": "Search", "provider_category": "Multi-engine SERP scrape", "capability_id": "serp", "capability_label": "SERP verticals", "capability_description": "Google SERP verticals (web, news, images, places, scholar) as structured JSON", "composite_score": 8.62, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "Every tested vertical is covered.", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "quality", "metric_label": "Quality", "raw_value": 0.977, "display_value": "0.98"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 3635.9, "display_value": "3.6 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.015, "display_value": "$0.015 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/serpapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "dataforseo:serp", "provider_id": "dataforseo", "provider_name": "DataForSEO", "provider_group": "Search", "provider_category": "SEO & SERP data platform", "capability_id": "serp", "capability_label": "SERP verticals", "capability_description": "Google SERP verticals (web, news, images, places, scholar) as structured JSON", "composite_score": 7.41, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "metric_count": 4, "metrics": [{"metric_index": 0, "metric_key": "quality", "metric_label": "Quality", "raw_value": 0.857, "display_value": "0.86"}, {"metric_index": 1, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 24600.2, "display_value": "24.6 s"}, {"metric_index": 2, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.002, "display_value": "$0.002 / call"}, {"metric_index": 3, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 14.3, "display_value": "14%"}], "provider_page_url": "https://nativeport.ai/providers/dataforseo/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "firecrawl:watch", "provider_id": "firecrawl", "provider_name": "Firecrawl", "provider_group": "Scraping & Crawling", "provider_category": "Scrape + crawl + extract", "capability_id": "watch", "capability_label": "Watch", "capability_description": "Change detection / monitoring on a URL", "composite_score": 7.38, "composite_scale_max": 10, "rank": 1, "rank_of": 1, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Uniquely offers synchronous change detection.", "metric_count": 5, "metrics": [{"metric_index": 0, "metric_key": "classification_accuracy", "metric_label": "Class. accuracy", "raw_value": 0.875, "display_value": "0.88"}, {"metric_index": 1, "metric_key": "diff_quality", "metric_label": "Diff quality", "raw_value": 0.5, "display_value": "0.50"}, {"metric_index": 2, "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "raw_value": 5539.8, "display_value": "5.5 s"}, {"metric_index": 3, "metric_key": "cost_per_call_usd", "metric_label": "Cost", "raw_value": 0.001, "display_value": "$0.001 / call"}, {"metric_index": 4, "metric_key": "error_rate_pct", "metric_label": "Errors", "raw_value": 0.0, "display_value": "0%"}], "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "source_schema_version": 1, "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}