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web-access-api-benchmarks / data /metric_rows.jsonl
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auxiliarag
Fix multi-config loading with uniform JSONL files
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{"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", "metric_key": "task_success", "metric_label": "Task success", "metric_raw": 1.0, "metric_display": "1.00", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 5887.9, "metric_display": "5.9 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"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", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.006, "metric_display": "$0.006 / call", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"evaluation_id": "jina:answer", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "answer", "capability_label": "Answer", "metric_key": "answer_correctness", "metric_label": "Correctness", "metric_raw": 1.0, "metric_display": "1.00", "metric_index": 0, "composite_score": 6.65, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "jina:answer", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "answer", "capability_label": "Answer", "metric_key": "citation_faithfulness", "metric_label": "Citation faithfulness", "metric_raw": 0.125, "metric_display": "0.12", "metric_index": 1, "composite_score": 6.65, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "jina:answer", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "answer", "capability_label": "Answer", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 3625.1, "metric_display": "3.6 s", "metric_index": 2, "composite_score": 6.65, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "jina:answer", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "answer", "capability_label": "Answer", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.02, "metric_display": "$0.02 / call", "metric_index": 3, "composite_score": 6.65, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "jina:answer", "provider_id": "jina", "provider_name": "Jina", "provider_group": "Search", "provider_category": "Search + read-to-markdown", "capability_id": "answer", "capability_label": "Answer", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 4, "composite_score": 6.65, "composite_scale_max": 10, "rank": 6, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "tavily:crawl", "provider_id": "tavily", "provider_name": "Tavily", "provider_group": "Search", "provider_category": "Agent-native search index", "capability_id": "crawl", "capability_label": "Crawl", "metric_key": "coverage", "metric_label": "Coverage", "metric_raw": 0.88, "metric_display": "0.88", "metric_index": 0, "composite_score": 8.91, "composite_scale_max": 10, "rank": 1, "rank_of": 4, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Performs well through its /map variant.", "provider_page_url": "https://nativeport.ai/providers/tavily/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "tavily:crawl", "provider_id": "tavily", "provider_name": "Tavily", "provider_group": "Search", "provider_category": "Agent-native search index", "capability_id": "crawl", "capability_label": "Crawl", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 557.5, "metric_display": "558 ms", "metric_index": 1, "composite_score": 8.91, "composite_scale_max": 10, "rank": 1, "rank_of": 4, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Performs well through its /map variant.", "provider_page_url": "https://nativeport.ai/providers/tavily/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "tavily:crawl", "provider_id": "tavily", "provider_name": "Tavily", "provider_group": "Search", "provider_category": "Agent-native search index", "capability_id": "crawl", "capability_label": "Crawl", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.0125, "metric_display": "$0.013 / useful", "metric_index": 2, "composite_score": 8.91, "composite_scale_max": 10, "rank": 1, "rank_of": 4, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Performs well through its /map variant.", "provider_page_url": "https://nativeport.ai/providers/tavily/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"evaluation_id": "tavily:crawl", "provider_id": "tavily", "provider_name": "Tavily", "provider_group": "Search", "provider_category": "Agent-native search index", "capability_id": "crawl", "capability_label": "Crawl", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "composite_score": 8.91, "composite_scale_max": 10, "rank": 1, "rank_of": 4, "is_capability_top": true, "measured_date": "2026-08-05", "note": "Performs well through its /map variant.", "provider_page_url": "https://nativeport.ai/providers/tavily/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"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", "metric_key": "coverage", "metric_label": "Coverage", "metric_raw": 0.8, "metric_display": "0.80", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 29740.2, "metric_display": "29.7 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.02675, "metric_display": "$0.027 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
{"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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "coverage", "metric_label": "Coverage", "metric_raw": 0.537, "metric_display": "0.54", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 2308.4, "metric_display": "2.3 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 9.1e-05, "metric_display": "$9.1e-05 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "coverage", "metric_label": "Coverage", "metric_raw": 0.1, "metric_display": "0.10", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 6469.8, "metric_display": "6.5 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.01, "metric_display": "$0.01 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 20.0, "metric_display": "20%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/brightdata/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "field_accuracy", "metric_label": "Field accuracy", "metric_raw": 1.0, "metric_display": "1.00", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 4057.2, "metric_display": "4.1 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.002, "metric_display": "$0.002 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 2356.8, "metric_display": "2.4 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.005225, "metric_display": "$0.0052 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "field_accuracy", "metric_label": "Field accuracy", "metric_raw": 0.893, "metric_display": "0.89", "metric_index": 0, "composite_score": 8.21, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 3112.7, "metric_display": "3.1 s", "metric_index": 1, "composite_score": 8.21, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.006719, "metric_display": "$0.0067 / useful", "metric_index": 2, "composite_score": 8.21, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "composite_score": 8.21, "composite_scale_max": 10, "rank": 3, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "field_accuracy", "metric_label": "Field accuracy", "metric_raw": 0.461, "metric_display": "0.46", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 5552.9, "metric_display": "5.6 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.002169, "metric_display": "$0.0022 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 7.1, "metric_display": "7%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/zyte/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.00098, "metric_display": "$0.00098 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "field_accuracy", "metric_label": "Field accuracy", "metric_raw": 1.0, "metric_display": "1.00", "metric_index": 0, "composite_score": 8.65, "composite_scale_max": 10, "rank": 2, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.0012, "metric_display": "$0.0012 / useful", "metric_index": 2, "composite_score": 8.65, "composite_scale_max": 10, "rank": 2, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "composite_score": 8.65, "composite_scale_max": 10, "rank": 2, "rank_of": 3, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.0028, "metric_display": "$0.0028 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 50.0, "metric_display": "50%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "text_accuracy", "metric_label": "Text accuracy", "metric_raw": 0.907, "metric_display": "0.91", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 354.8, "metric_display": "355 ms", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.001103, "metric_display": "$0.0011 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "text_accuracy", "metric_label": "Text accuracy", "metric_raw": 0.78, "metric_display": "0.78", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 1819.0, "metric_display": "1.8 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.0, "metric_display": "$0 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/jina/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "text_accuracy", "metric_label": "Text accuracy", "metric_raw": 0.6, "metric_display": "0.60", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 2329.7, "metric_display": "2.3 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 3.8e-05, "metric_display": "$3.8e-05 / useful", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/spider/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "metric_raw": 1.0, "metric_display": "100%", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "metric_raw": 9.62, "metric_display": "9.6 / 10", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 369.0, "metric_display": "369 ms", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "metric_raw": 0.002094, "metric_display": "$0.0021 / success", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 4, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "metric_raw": 0.875, "metric_display": "88%", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "metric_raw": 9.57, "metric_display": "9.6 / 10", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 4223.9, "metric_display": "4.2 s", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "metric_raw": 0.003363, "metric_display": "$0.0034 / success", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 4, "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.", "provider_page_url": "https://nativeport.ai/providers/scrapfly/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 14490.6, "metric_display": "14.5 s", "metric_index": 2, "composite_score": 5.98, "composite_scale_max": 10, "rank": 8, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "metric_raw": 0.00152, "metric_display": "$0.0015 / success", "metric_index": 3, "composite_score": 5.98, "composite_scale_max": 10, "rank": 8, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 12.5, "metric_display": "12%", "metric_index": 4, "composite_score": 5.98, "composite_scale_max": 10, "rank": 8, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "metric_raw": 0.5, "metric_display": "50%", "metric_index": 0, "composite_score": 5.68, "composite_scale_max": 10, "rank": 9, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "metric_raw": 3.75, "metric_display": "3.8 / 10", "metric_index": 1, "composite_score": 5.68, "composite_scale_max": 10, "rank": 9, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 2044.0, "metric_display": "2.0 s", "metric_index": 2, "composite_score": 5.68, "composite_scale_max": 10, "rank": 9, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "metric_raw": 0.01274, "metric_display": "$0.013 / success", "metric_index": 3, "composite_score": 5.68, "composite_scale_max": 10, "rank": 9, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 50.0, "metric_display": "50%", "metric_index": 4, "composite_score": 5.68, "composite_scale_max": 10, "rank": 9, "rank_of": 10, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scraperapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "block_bypass_success_rate", "metric_label": "Anti-bot bypass", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "markdown_cleanliness", "metric_label": "Markdown clean", "metric_raw": 0.0, "metric_display": "0.0 / 10", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 0.0, "metric_display": "0 ms", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_successful_page_usd", "metric_label": "Cost", "metric_raw": 0.0588, "metric_display": "$0.059 / success", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 100.0, "metric_display": "100%", "metric_index": 4, "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.", "provider_page_url": "https://nativeport.ai/providers/zenrows/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "value_accuracy", "metric_label": "Accuracy", "metric_raw": 0.86, "metric_display": "0.86", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "field_fill", "metric_label": "Field fill", "metric_raw": 1.0, "metric_display": "1.00", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 2568.4, "metric_display": "2.6 s", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.002326, "metric_display": "$0.0023 / useful", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 4, "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.", "provider_page_url": "https://nativeport.ai/providers/oxylabs/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "value_accuracy", "metric_label": "Accuracy", "metric_raw": 0.877, "metric_display": "0.88", "metric_index": 0, "composite_score": 8.1, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "field_fill", "metric_label": "Field fill", "metric_raw": 0.947, "metric_display": "0.95", "metric_index": 1, "composite_score": 8.1, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 3486.9, "metric_display": "3.5 s", "metric_index": 2, "composite_score": 8.1, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_useful_usd", "metric_label": "Cost", "metric_raw": 0.011174, "metric_display": "$0.011 / useful", "metric_index": 3, "composite_score": 8.1, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 4, "composite_score": 8.1, "composite_scale_max": 10, "rank": 2, "rank_of": 6, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/scrapingbee/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}
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{"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", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.0003, "metric_display": "$0.0003 / call", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/serper/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/serper/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "quality", "metric_label": "Quality", "metric_raw": 0.977, "metric_display": "0.98", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/searchapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 1529.8, "metric_display": "1.5 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/searchapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.004, "metric_display": "$0.004 / call", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/searchapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/searchapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "quality", "metric_label": "Quality", "metric_raw": 0.977, "metric_display": "0.98", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/serpapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 3635.9, "metric_display": "3.6 s", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/serpapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.015, "metric_display": "$0.015 / call", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/serpapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/serpapi/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "quality", "metric_label": "Quality", "metric_raw": 0.857, "metric_display": "0.86", "metric_index": 0, "composite_score": 7.41, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/dataforseo/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 24600.2, "metric_display": "24.6 s", "metric_index": 1, "composite_score": 7.41, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/dataforseo/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.002, "metric_display": "$0.002 / call", "metric_index": 2, "composite_score": 7.41, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/dataforseo/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 14.3, "metric_display": "14%", "metric_index": 3, "composite_score": 7.41, "composite_scale_max": 10, "rank": 4, "rank_of": 4, "is_capability_top": false, "measured_date": "2026-08-05", "note": "", "provider_page_url": "https://nativeport.ai/providers/dataforseo/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "classification_accuracy", "metric_label": "Class. accuracy", "metric_raw": 0.875, "metric_display": "0.88", "metric_index": 0, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "diff_quality", "metric_label": "Diff quality", "metric_raw": 0.5, "metric_display": "0.50", "metric_index": 1, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "latency_p50_ms", "metric_label": "Latency p50", "metric_raw": 5539.8, "metric_display": "5.5 s", "metric_index": 2, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "cost_per_call_usd", "metric_label": "Cost", "metric_raw": 0.001, "metric_display": "$0.001 / call", "metric_index": 3, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "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", "metric_key": "error_rate_pct", "metric_label": "Errors", "metric_raw": 0.0, "metric_display": "0%", "metric_index": 4, "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.", "provider_page_url": "https://nativeport.ai/providers/firecrawl/", "run_id": "2026-08-05", "source_url": "https://nativeport.ai/evals.json", "snapshot_sha256": "f46bf416803d5adf696c66ac14a6cbf06f4dfa39727cca164e8f3872abd6ed9b"}