Kosmos (Edison Scientific) vs Valyu DeepResearch

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed October 2026

Kosmos (Edison Scientific)

Edison Scientific, Inc.

The AI Platform for scientific R&D

Enterprise

76% verification coverage

Valyu DeepResearch

Valyu.Network Ltd

Search API and agents for knowledge work.

Freemium

75% verification coverage

Trust & Reliability

Kosmos (Edison Scientific)

Uptime:100%Status page

Customers (per vendor):Pfizer, Incyte, Population Health Partners +4

GDPR

SOC 2

Valyu DeepResearch

Uptime:100.0%Status page

Users:10K-100K

Customers (per vendor):UK Nuclear Decommissioning Authority, o11, Storke +2

GDPR

SOC 2

Overall Winner: Valyu DeepResearch

6.3/10 vs Kosmos (Edison Scientific) at 4.6/10

Leads in:

Support

Integration

Customization

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

Kosmos (Edison Scientific)

4.6

avg score

Valyu DeepResearch

6.3

avg score

Valyu DeepResearch leads overall — particularly in Customization and Support and 2 more.

Based on 7 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

Valyu DeepResearch

6.3 / 10

Kosmos (Edison Scientific)

Best For

Leading biopharma organizations accelerating drug development

Academic institutions driving scientific investigations

Research teams seeking to reduce development timelines

Scientists embedding AI into existing workstreams

Valyu DeepResearch

Best For

AI developers building production AI workflows

Engineering teams replacing in-house agent orchestrators

Research teams in finance, science, and R&D

Companies needing deep research and market data

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Kosmos (Edison Scientific) is best for

💬Chat & Conversation9.0💻Coding & Dev8.0🔍Research7.8

Valyu DeepResearch is best for

🔍Research7.7💬Chat & Conversation6.0🎨Image & Design6.0

Filter by your use case:

Limitations

Kosmos (Edison Scientific)

Cons

Outputs may not always be accurate or as intended due to the rapidly developing nature of AI (Terms of Service)
Use of outputs as a sole source of truth or substitute for professional advice is not recommended, especially for regulated industries (Terms of Service)
Users are responsible for evaluating and bearing all risks associated with the use of any outputs (Terms of Service)
Minimum age of 18 years or higher required to consent to terms (Terms of Service)

Valyu DeepResearch

Cons

DeepResearch API latency is under 30 seconds (instant mode) to 90 minutes, asynchronous
Premium and proprietary sources require a subscription
Old MCP server tools will be removed on December 1, 2026
Free credits are limited to $10 ($20 with work email)

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

Kosmos (Edison Scientific)

4.6

/ 10

Valyu DeepResearch

6.3

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

Kosmos (Edison Scientific)

3.0

Valyu DeepResearch

4.0▲ +1.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

Kosmos (Edison Scientific)

5.0

Valyu DeepResearch

7.0▲ +2.0

Support

How strong is the documentation, customer support, community, and learning resources?

Kosmos (Edison Scientific)

4.0

Valyu DeepResearch

8.0▲ +4.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

Kosmos (Edison Scientific)

5.0

Valyu DeepResearch

8.0▲ +3.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

Kosmos (Edison Scientific)

4.0

Valyu DeepResearch

4.0

Performance

Calculated

Latency + throughput speed

Kosmos (Edison Scientific)

2.0

Valyu DeepResearch

5.0▲ +3.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Kosmos (Edison Scientific)

9.0▲ +1.0

Valyu DeepResearch

8.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

Kosmos (Edison Scientific)

Task

Valyu DeepResearch

9.0

Literature Search

9.0

6.0

Citation Management

6.0

8.0

Data Extraction

8.0

9.0

Hypothesis Generation

4.0

7.0

Paper Summarization

7.0

Methodology Guidance

4.0

8.0

Cross Reference

7.0

9.0

Knowledge Synthesis

9.0

5.0

Experiment Tracking

1.0

6.0

Peer Review Support

3.0

7.0

Data Visualization

6.0

8.0

Natural Language Queries

8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between Kosmos (Edison Scientific) and Valyu DeepResearch?

Kosmos (Edison Scientific) — "The AI Platform for scientific R&D". Valyu DeepResearch — "Search API and agents for knowledge work". The Features section on this page compares them side by side.

Who is Kosmos (Edison Scientific) best for compared with Valyu DeepResearch?

Kosmos (Edison Scientific) is best for Leading biopharma organizations accelerating drug development; and for Academic institutions driving scientific investigations. Valyu DeepResearch is best for AI developers building production AI workflows; and for Engineering teams replacing in-house agent orchestrators.

How does the pricing of Kosmos (Edison Scientific) compare with Valyu DeepResearch?

Kosmos (Edison Scientific) is enterprise-priced (custom quote). Valyu DeepResearch is freemium, includes a free plan, paid plans start at $29/month. Always verify current pricing with the vendor.

Does Kosmos (Edison Scientific) or Valyu DeepResearch have a free plan?

Kosmos (Edison Scientific) does not list a free plan in our data. Valyu DeepResearch has a free plan. Always verify current pricing with the vendor.

Do Kosmos (Edison Scientific) and Valyu DeepResearch offer an API?

Kosmos (Edison Scientific) offers a public API. Valyu DeepResearch offers a public API.

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