Consensus vs Edison Scientific
A side-by-side comparison of Consensus and Edison Scientific, 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 ScientificAt a glance
| Attribute | Consensus | Edison Scientific |
|---|---|---|
| Category | Research | Research |
| Pricing | FREEMIUM | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Web, iOS | Web, API |
| Model support (differs) | Multi-model | — |
| Vendor (differs) | Consensus | Edison Scientific |
| Capabilities (differs) |
|
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The honest brief
Consensus
Consensus Meter aggregates whether papers agree or disagree on a question, beyond surfacing individual citations.
- 200M+ peer-reviewed corpus
- Copilot drafts literature reviews
- Inline citations on answers
- Best answers behind paid tier
- Coverage skews to indexed journals
- Not for non-academic questions
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
When to pick which
Both cover Cited answers, Literature search, and Literature review.
Pick Consensus if you need Summarization and Structured extraction.
- Summarization (secondary capability)
- Structured extraction (secondary capability)
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)
Consensus leans on Cited answers and Literature search as a headline capability; Edison Scientific treats them as secondary.
- Cited answers (primary capability)
- Literature search (primary capability)
They also differ on:
- Platforms
- Web, iOS · Web, API