Edison Scientific vs Undermind
A side-by-side comparison of Edison Scientific and Undermind, two Research tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Edison Scientific
ResearchKosmos, the AI scientist — autonomous literature and data-analysis research runs.
View Edison ScientificUndermind
ResearchAI deep-research agent that finds every relevant paper on a scientific question.
View UndermindAt a glance
| Attribute | Edison Scientific | Undermind |
|---|---|---|
| Category | Research | Research |
| Pricing | FREEMIUM | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Web, API | Web |
| Model support (differs) | — | Multi-model |
| Vendor (differs) | Edison Scientific | Undermind |
| Capabilities (differs) |
|
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The honest brief
Edison Scientific
Kosmos runs multi-hour autonomous campaigns over ~1,500 papers per run — deeper than single-shot literature agents.
- Every finding linked to code or citations
- First six Kosmos runs free for academics
- Lineage in FutureHouse's PaperQA agents
- On-prem deployment for enterprises
- SOC 2 Type II compliant
- $200 per Kosmos run after the free quota
- Synthesized conclusions ~58% accurate in validation
- Focused on biology and chemistry domains
- Runs take hours — built for depth, not speed
Undermind
Runs an iterative, citation-chasing agent for minutes per query to surface the relevant papers keyword search misses — completeness over speed.
- Exhaustive citation-trail search
- Explains each result's relevance
- Built by domain-PhD founders
- Free tier with a few deep searches
- Slow — minutes per query
- Limited deep searches per tier
- Web-only, no API/extraction tables
- Narrow scope vs general assistants
When to pick which
Both cover Cited answers, Literature search, and Literature review.
Pick Edison Scientific if you need Report generation, Data analysis / BI, and Autonomous research.
- Report generation (secondary capability)
- Data analysis / BI (secondary capability)
- Autonomous research (primary capability)
Pick Undermind if you need Web research agent and Structured extraction.
- Web research agent (primary capability)
- Structured extraction (secondary capability)
Undermind leans on Literature review as a headline capability; Edison Scientific treats it as secondary.
- Literature review (primary capability)
They also differ on:
- Platforms
- Web, API · Web