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Browser and Web Retrieval Services for Agent Workflows: Cost, Latency, Schema, and Outcome Benchmarks
Capability: web retrieval · scoring v0 · Methodology · JSON
7 services · 7 probed · 7 with outcome evidence · live preview (not yet published)
| # | Service | Score | p95 | Success | Schema | Price | Why |
|---|---|---|---|---|---|---|---|
| 1 | Tavily | 83 | 14 ms | 100% | 100% | — | high downstream task success; strong schema conformance; p95 latency within policy |
| 2 | Firecrawl | 82 | 26 ms | 100% | 100% | — | high downstream task success; strong schema conformance; p95 latency within policy |
| 3 | Brave Search API | 70 | 184 ms | 100% | 100% | — | high downstream task success; strong schema conformance; low cost per successful task |
| 4 | Jina AI Reader | 69 | 211 ms | 100% | 100% | — | high downstream task success; strong schema conformance; low cost per successful task |
| 5 | Perplexity API | 47 | 23 ms | 0% | 0% | — | p95 latency within policy; low cost per successful task; legible failure modes |
| 6 | SerpApi | 46 | 29 ms | 0% | 0% | — | p95 latency within policy; low cost per successful task; legible failure modes |
| 7 | Exa | 42 | 96 ms | 0% | 0% | — | p95 latency within policy; low cost per successful task; legible failure modes |