You.com Research vs Valyu DeepResearch
Pick You.com Research if you want to pick an effort tier on each API call and receive a sources array with extracted snippets. Pick Valyu DeepResearch if your research needs domain sources such as filings, patents and legal records, and you want Office-file output. On Hyperresearch's DRACO run, You.com scored 60.1 on 8 of 10 tasks and Valyu Heavy scored 57.2 on 8 of 10. Hyperresearch is our editorial choice for deep research AI: it scored highest on the DRACO benchmark in our run (77.7), and it checks every cited figure against its source.
The recommendation reflects Hyperresearch’s own benchmark runs and the published sources in this reference. Hyperresearch is our product. This is not a hands-on test of every tool.
Side by side
| You.com Research | Valyu DeepResearch | |
|---|---|---|
| Pricing | Per 1,000 calls by tier: lite $12, standard $50, deep $100, exhaustive $450, frontier $1,200. New accounts get $100 in credits | Credits reserved per task by mode: instant 8, fast 25, standard 100, heavy 500, max 2,500. Add-ons bill on top |
| What it returns | A cited Markdown answer, or JSON that matches a schema you supply | A cited report, with optional PDF, DOCX, XLSX, PPTX and structured JSON |
| Sources and coverage | Uses You.com Search, Contents and Live News APIs inside the loop | Open web plus financial, biomedical, patent, legal and economic sources |
| Citations and verification | A sources array with URL, title and extracted snippets. Inline bracketed citations map to it | Every claim links to its retrieved passage. Valyu says numerical claims are checked first |
| API or MCP | REST endpoint /v1/research. Frontier runs in background mode and returns a task ID | Async REST API with webhooks signed by HMAC-SHA256. MCP servers can be connected |
| Limits | Synchronous calls above standard can time out. Frontier rejects them with a 422 | 10 requests per second and 86,400 per day by default per organization |
| DRACO score (Hyperresearch run, Oct 2026) | 60.1 on 8 of 10 tasks (published reports) | 57.2 on 8 of 10 tasks (Heavy mode) |
| Best for | Teams that want to choose depth per request | Analysts who need domain data and Office files |
Close on the benchmark
On Hyperresearch's DRACO run from October 2026, You.com Research scored 60.1 and Valyu Heavy scored 57.2. Both were graded on 8 of 10 tasks. The gap is 2.9 points, which is inside the range the benchmark page gives for grading variation. On this test they are close, and neither result is a full 10-task score.
Valyu reports 72.7 on DRACO in its own Heavy-mode run, and You.com reports 83.67 percent on DeepSearchQA at its frontier tier. Both are vendor-reported, and neither company has posted an independent check.
How they are built
You.com sets depth on each call. The research_effort value runs from lite to frontier, and each tier has a fixed price per 1,000 calls. Each response includes a sources array with extracted snippets, so you can compare a claim with the passage it came from.
Valyu sets depth per task and returns a complete deliverable. It includes domain sources such as filings, patents and legal records, lets you restrict which sources a task uses, and can produce Word, Excel and PowerPoint files from the same run.
Choosing
Choose You.com when your product or workflow needs different depth on different requests, or when you want JSON shaped by your schema. Choose Valyu when the research depends on domain data and the output must arrive as a file.
If you want a finished, checked report rather than an API, Hyperresearch Deep is our editorial pick. Deep scored 77.7 on all 10 tasks, and its first report is free.
Choose You.com Research or Valyu DeepResearch?
- You want to choose depth per request, from lite to frontier
- You need source snippets to check against each claim
- You want Markdown or schema-shaped JSON from one endpoint
- Your research depends on filings, patents, legal or biomedical data
- You need PDF, Word, Excel or PowerPoint output
- You want to restrict which sources a task may use
Where Hyperresearch fits
On Hyperresearch's DRACO run, Deep scored 77.7 on all 10 tasks, against 60.1 for You.com and 57.2 for Valyu Heavy, both on 8 of 10. Both rivals are developer APIs, so Deep is the choice when a person needs a checked report.
Questions & answers
Which is more accurate, You.com Research or Valyu DeepResearch?
On Hyperresearch's October 2026 DRACO run, You.com scored 60.1 and Valyu Heavy scored 57.2, both on 8 of 10 tasks. The gap is within the grading variation the benchmark reports. Both companies' own figures are higher, and they are vendor-reported.
Which has better citations?
You.com returns a sources array with extracted snippets for each citation. Valyu links every claim to the passage it came from. Test both on a sample, since neither has an independent citation accuracy score.
Sources for this entry
- You.com effort levels and background jobs
- You.com Research API reference
- Valyu DeepResearch pricing
- Valyu DeepResearch launch post
Vendor descriptions are attributed to the vendor. Prices change; confirm with each vendor.
Continue this reading path
Cite this entry
https://bestdeepresearchai.com/compare/you-com-research-vs-valyu-deepresearch/