Autoscience vs Edison Scientific
A side-by-side comparison of Autoscience and Edison Scientific, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Autoscience
ScienceAutonomous AI research lab whose agents run experiments end-to-end.
View AutoscienceEdison Scientific
ResearchKosmos, the AI scientist — autonomous literature and data-analysis research runs.
View Edison ScientificAt a glance
| Attribute | Autoscience | Edison Scientific |
|---|---|---|
| Category (differs) | Science | Research |
| Pricing (differs) | PAID | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Web | Web, API |
| Model support (differs) | Self-contained (on-device) | — |
| Vendor (differs) | Autoscience | Edison Scientific |
The honest brief
Autoscience
Its agents run the whole research loop end-to-end — hypothesis, experiments, and write-up — rather than just assisting a human researcher.
- Full experiment loop, not just ideation
- Generates and tests its own hypotheses
- Backed by General Catalyst-led seed
- Early-stage; no public self-serve product
- Scope so far is ML research papers
- Autonomy at scale still unproven
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