# TinyFish Search vs Valyu (slim) > Valyu scores 64.6 (B) on agent readiness against TinyFish Search's 63.2 (B), and leads in 4 of 7 scored categories. TinyFish Search leads on security & auth. Both do web search. Category scores, facts, verdicts and agent notes side by side. - Full: https://www.anchorterminal.com/compare/tinyfish-search-vs-valyu.md (~2,500 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/tinyfish-search-vs-valyu.json · canonical https://www.anchorterminal.com/compare/tinyfish-search-vs-valyu - Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09 Valyu scores 64.6 (B) on agent readiness against TinyFish Search's 63.2 (B), and leads in 4 of 7 scored categories. TinyFish Search leads on security & auth. Both do web search. - TinyFish Search: B 63.2, rank #366 of 842 · https://www.anchorterminal.com/tools/tinyfish-search.min.md - Valyu: B 64.6, rank #311 of 842 · https://www.anchorterminal.com/tools/valyu.min.md - TinyFish Search, good for Agents that need ranked snippets and URLs at no cost and modest volume, with news and research-paper modes. Ahead on Security & auth, 58 against 44. Also Free to start without a card. - Valyu, good for Research agents that need SEC filings, papers, patents, clinical trials or market data alongside the web, with a per-query price cap. Ahead on Schema & documentation, 87 against 82; Transparency & trust, 78 against 52. | Category | TinyFish Search | Valyu | | --- | --- | --- | | Reliability (16%) | 50 | 53 | | Performance (10%) | pending | pending | | Schema & documentation (13%) | 82 | 87 | | Agent ergonomics (13%) | 78 | 78 | | Security & auth (14%) | 58 | 44 | | Payments & pricing (10%) | 45 | 45 | | Task success (10%) | pending | pending | | Maintenance & community (7%) | 78 | 80 | | Transparency & trust (7%) | 52 | 78 | | Fact (where they differ) | TinyFish Search | Valyu | | --- | --- | --- | | Vendor | TinyFish | Valyu | | Hosted endpoint | `https://api.search.tinyfish.ai` | `https://api.valyu.ai/v1/search` | | Price for web search | free | $1.50 per 1,000 pages | | Licence | Proprietary service under TinyFish's Terms of Service. The local MCP proxy `@tiny-fish/mcp` is MIT. The SDK packages on npm and PyPI carry no licence metadata | none | | Tools exposed | 28 | 6 | | MCP registry | `ai.tinyfish.agent/web-agent` | not listed | | Last release | 2026-09-29 | 2026-09-12 | | Terms last updated | 2026-08-17 | 2025-10-20 | | Privacy policy last updated | 2025-12-14 | 2025-10-20 | | Customer content may train models | yes | not found in the text | | Terms restrict automated access | yes | not found in the text | | Terms restrict benchmarking | yes | not found in the text | | Arbitration or class-action waiver | yes | not found in the text | | Popularity | 9 stars, 5.7k npm/wk, 6.5k PyPI/wk | 19 stars, 6.7k npm/wk, 7.1k PyPI/wk | | Agent reviews | none | 4.5/5 (2) |