Understand, synthesize, and create learning material from a source collection
Gemini Notebook
Source-grounded questions, synthesis, and learning materials.
Quick verdict
Choose Scientify when research requires an evolving search strategy, active full-text retrieval, evidence organization, and continued experiment execution.
Public materials checked on August 24, 2026
Identify the work you need to finish before comparing models, price, and usage limits.
Run structured screening, evidence extraction, and a systematic review
Scientify
Scientify continuously organizes and adjusts its search strategy around the topic instead of relying on a fixed structured list, then uses web-fetching skills to attempt full-text PDF retrieval.
Quickly see how peer-reviewed research answers a focused question
Consensus
Quick answers to focused questions from peer-reviewed papers.
Write, revise, and collaborate inside a LaTeX project
OpenAI Prism
LaTeX writing across manuscript structure, equations, citations, and collaboration.
Analyze scientific data, run code, and produce auditable figures
Claude Science / Scientify
Claude Science connects scientific artifacts and compute; Scientify preserves and runs the complete cloud project.
Keep a project running after closing your laptop and rejoin from a phone
Scientify
An isolated cloud computer keeps the task, files, and runtime working after the laptop closes.
The capability table compares the work each product fits, its core capability, and its public boundary. Pricing and usage limits are separated below.
S
Scientify
Executable cloud research agent
- Best fit
- Research that must retrieve full text, organize evidence, write code, run experiments, and retain the complete project
- Core capability
- A dedicated scientific agent organizes its own search strategy and uses web-fetching skills to attempt full-text PDF retrieval. It also forms hypotheses, writes code, runs experiments, and iterates from results.
- Main limitation
- Researchers still need to verify retrieval, extraction, and experiment results.
C
Claude Science
AI workbench for scientists
- Best fit
- Connecting scientific data, code, figures, and multiple compute resources
- Core capability
- Native scientific artifacts with code, environment provenance, and an auditable history.
- Main limitation
- Still in public beta; cross-device continuity and long-task billing remain unclear.
G
Gemini Notebook (formerly NotebookLM)
Source-centered research notebook
- Best fit
- Questions, synthesis, and learning materials built around a source collection
- Core capability
- Answers stay connected to sources, with reports, audio, video, and code analysis rolling out.
- Main limitation
- A general experiment runtime is not its public product center; some new capabilities are still rolling out.
E
Elicit
Systematic review and structured evidence workflow
- Best fit
- Large-scale paper screening, data extraction, and systematic reviews
- Core capability
- Evidence tables and step-based workflows retain screening, extraction, and supporting passages.
- Main limitation
- No general code or experiment runtime; search and extraction require human checking.
C
Consensus
Peer-reviewed evidence search and answer engine
- Best fit
- Quickly seeing how peer-reviewed evidence answers a focused question
- Core capability
- A paper database exposes study design, evidence direction, and cited sources.
- Main limitation
- No general code or experiment runtime; database coverage is not exhaustive recall.
S
SciSpace
Literature reading, review, and writing suite
- Best fit
- Searching, reading, extracting, and writing literature in one product
- Core capability
- PDF chat, Deep Review, task-specific agents, and structured exports.
- Main limitation
- Public boundaries for general research code and persistent experiments remain unclear.
O
OpenAI Prism
AI-native scientific writing and collaboration workspace
- Best fit
- LaTeX manuscript structure, equations, citations, and collaborative revision
- Core capability
- The model understands the paper project and edits content and references in place.
- Main limitation
- Full context means the manuscript project; general experiment execution is not its core.
These products use subscriptions, seats, credits, workflow quotas, or product bundles. The table records the main public individual tiers and the limits that affect research work.
Scientify
Executable cloud research agent
Free access
New users get a free cloud computer and $5 worth of credits
Main paid plans
Starter $19/month with 60 credits; Researcher $29 with 100 credits; Professional $99 with 350 credits.
Billing model
1 credit equals $1 of usage at provider API list prices.
Usage and limits
Credits expire after one month and do not roll over. Plans are purchased manually and do not auto-renew.
Claude Science
AI workbench for scientists
Free access
Claude Free does not include Claude Science
Main paid plans
Pro $20/month or $200/year; Max $100 or $200/month; Team $25/seat/month annually or $30 monthly, with five seats minimum.
Billing model
Claude Science is bundled with Claude subscriptions. Plans charge by individual usage capacity or team seats.
Usage and limits
Pro has standard capacity. Max provides 5x or 20x Pro capacity per session. Claude Science remains in public beta.
Gemini Notebook (formerly NotebookLM)
Source-centered research notebook
Free access
A free version remains available
Main paid plans
Google AI Plus $9.99/month; Google AI Pro $19.99/month.
Billing model
Gemini Notebook is bundled with Gemini, cloud storage, and other Google services. Paid tiers increase feature access.
Usage and limits
Google describes Notebook access as more or high access rather than publishing one fixed per-task quota. Prices use the US page.
Elicit
Systematic review and structured evidence workflow
Free access
Basic is free with limited Research Agent, Research Reports, and systematic-review usage
Main paid plans
Annual equivalents are $11, $39, and $89 per user/month for Plus, Pro, and Scale. Enterprise is custom.
Billing model
Per-user subscriptions raise Agent, report, and systematic-review usage, then add API, collaboration, and administration.
Usage and limits
Pro provides 5x workflow usage and Scale 9x. The annual page shows savings of about 40% to 43%.
Consensus
Peer-reviewed evidence search and answer engine
Free access
$0 with unlimited paper searches, 3 Deep Reviews per month, and limited Pro messages and Study Snapshots
Main paid plans
Pro $20/month or $144/year; Deep $65/month or $540/year; Teams use custom pricing.
Billing model
Subscription pricing with lower annual rates. Deep Review volume is the main usage difference.
Usage and limits
Pro includes 15 Deep Reviews per month; Deep includes 200. Pro messages and Study Snapshots are unlimited on paid individual tiers.
SciSpace
Literature reading, review, and writing suite
Free access
$0 with 100 Agent credits per month
Main paid plans
Premium, Advanced, and Max are $20, $90, and $200 monthly; annual equivalents are $12, $70, and $160/month.
Billing model
Subscriptions include monthly Agent credits. Agent steps such as search, summary, and drafting consume credits by compute; stand-alone tools do not.
Usage and limits
Premium, Advanced, and Max include 1,200, 10,000, and 40,000 credits. Credits do not roll over; concurrent-task limits are 2, 4, and 4.
OpenAI Prism
AI-native scientific writing and collaboration workspace
Free access
Free for personal ChatGPT accounts, with unlimited projects and collaborators
Main paid plans
There is no separate Prism subscription today. Organizational access is still expanding.
Billing model
The scientific writing workspace is free. OpenAI says more powerful AI features will later come through paid ChatGPT plans.
Usage and limits
A personal ChatGPT account is currently required. Future paid AI limits have not been published.
Prices reflect accessible US official pages checked on August 24, 2026 and exclude tax. Annual prices are shown as monthly equivalents where applicable; regional prices, promotions, and usage limits may change.
A dedicated scientific agent for long-horizon exploration
Scientify's scientific agent organizes search strategies around a research goal, attempts to retrieve full-text PDFs, forms hypotheses, writes code, and runs experiments. It advances the next iteration from intermediate results until the project produces research progress or a result. The core agent is open source with 2k+ Stars on Github. Its paper was selected for ICML 2026.
- Literature research
- Organize search strategies, attempt full-text PDF retrieval, and preserve sources and evidence
- Experiments
- Write code, run commands, analyze data, and produce inspectable figures and results
- Cloud execution
- Keep tasks running after the laptop closes and reopen the same workspace from a phone
- Open evidence
- The core agent is open source with 2k+ Stars on Github, and its paper was selected for ICML 2026
How we built this comparison
- 01We record only capabilities and prices supported by accessible product pages, help centers, public announcements, independent reviews, or academic sources at the snapshot date.
- 02Official materials establish features and access. Independent sources help interpret use cases and boundaries; we do not use a single vendor benchmark to declare an absolute winner.
- 03We did not log in, run the same task, or benchmark performance, so this page does not rank answer accuracy, runtime speed, or subjective ease of use.
- 04These products change quickly. The page keeps a verification date, uses public US pricing, and distinguishes monthly billing, annual equivalents, credits, and usage quotas.
Public sources
Official sourceScientify model pricingAcademic sourceContinuous Knowledge MetabolismOfficial sourceScientify open-source scientific agentOfficial sourceClaude Science, an AI workbench for scientistsOfficial sourceChoose a Claude planOfficial sourceHow Claude Team billing is calculatedOfficial sourceNotebookLM is now Gemini NotebookOfficial sourceGoogle AI plans and pricingOfficial sourceElicit: AI for scientific researchOfficial sourceElicit pricing and plan capabilitiesOfficial sourceConsensus Research AgentOfficial sourceConsensus subscription plansOfficial sourceSciSpace Agent galleryOfficial sourceSciSpace Agent credit pricing and usage guideOfficial sourceIntroducing PrismIndependent sourceBest AI for Research in 2026Independent sourceAI tools for scientific literature review
If your research needs to keep running, start with a testable goal
Scientify keeps sources, code, environments, and results on an isolated cloud computer, turning one answer into a research process you can inspect.