AI research tool comparison

2026 AI research tool comparison

Scientify vs Bohrium: research platform or research agent

Bohrium is a research cloud platform built by DP Technology. It provides academic search, scientific computing capacity, preinstalled scientific software and scientific foundation models. Scientify is a scientific agent that runs in an isolated cloud computer. It starts from a research question, searches the literature, writes code, runs experiments and continues based on the results.

Quick verdict

Evaluate Bohrium first when you need academic search and paper alerts, large computing jobs or preinstalled software such as DeePMD-kit. Choose Scientify when you need one agent to complete literature, code, experiments and reports on its own, and keep running after you close your computer.

Source date

Public sources checked on October 16, 2026

Bohrium (玻尔) is a research cloud platform built by DP Technology. Its documentation calls it the Bohrium research space station. Everything below comes from official Bohrium pages.

Academic search and alerts
The official site says it covers more than 140,000 journals and over 20 million scholars across 26 disciplines. Users can follow keywords, journals or scholars and receive daily updates with AI summaries.
Scientific computing
DP Technology states one million CPU cores and 10,000 GPUs. Jobs are submitted from the web or the command line and billed by resource time.
Preinstalled software
LAMMPS, DMFF, ABACUS and DP Technology's DeePMD-kit come preinstalled. The focus is first-principles calculation and molecular dynamics.
Scientific models
Users can work with scientific foundation models such as DPA, Uni-Mol, Uni-RNA and Uni-Fold.
Agents
The Bohrium CLI calls the SciMaster paper agent and an AI science mentor. SciMaster has a public arXiv paper.
Free access
Notebook includes a free 2-core, 4 GB CPU node. The science wiki and the large knowledge model include 1,000 free calls per month.

Evaluate Bohrium first

  • You need academic search and alerts by keyword, journal or scholar
  • You run large parallel computing jobs on CPU and GPU clusters
  • Your research depends on DeePMD-kit, ABACUS, Uni-Mol or other software and models preinstalled on Bohrium
  • Your team shares images, allocates budgets and pays in RMB

Evaluate Scientify first

  • You want one agent to carry a project from question to literature, code, experiments and report
  • You do not want to write job scripts, manage nodes or install dependencies
  • Tasks run for days and must continue after you close your computer
  • You need adversarial review of results and parallel exploration of several hypotheses

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

Research lifecycle

Bohrium gathers literature, compute, software and models in one platform that a researcher or an agent calls step by step. Scientify's agent works inside a persistent cloud computer, decides the next step and keeps every material.

01

Literature search and reading

Bohrium

The official site says it covers more than 140,000 journals and over 20 million scholars. It offers alerts, daily updates and AI summaries. Files from chats are filed into a personal knowledge base.

Scientify

The agent organizes its own search strategy around the project, tries to download full-text PDFs and saves papers, sources and evidence in the workspace.

Current finding

Choose Bohrium to follow journals and scholars day to day. Choose Scientify for open-ended search that continues into execution.

02

Compute and runtime

Bohrium

DP Technology states one million CPU cores and 10,000 GPUs. Users submit jobs from the web or the command line, or open nodes for remote debugging.

Scientify

Each user has a persistent cloud computer. The agent rents GPUs per task after the user authorizes it, billed per second and released when finished. It can also connect to your own servers over SSH.

Current finding

Choose Bohrium for large parallel jobs. Choose Scientify for on-demand GPUs inside one project, managed by the agent.

03

Scientific software and models

Bohrium

LAMMPS, DMFF, ABACUS and DeePMD-kit come preinstalled, along with scientific models such as DPA, Uni-Mol, Uni-RNA and Uni-Fold.

Scientify

GROMACS, LAMMPS, OpenMM, ColabFold with AlphaFold2 weights, Scanpy and common research databases are preinstalled by field and self-tested on GPU before delivery.

Current finding

Choose Bohrium for DeePMD-kit, Uni-Mol and other preinstalled software and models. Choose Scientify when the agent should run biomolecular simulation, structure prediction or single-cell analysis directly.

04

Agents and automation

Bohrium

The Bohrium CLI calls the SciMaster paper agent and the AI science mentor. The CLI describes a dry-run, confirm, execute flow and asks the user before any paid command.

Scientify

One scientific agent searches the literature, forms hypotheses, writes code, runs experiments and iterates. Mandatory adversarial review checks whether the task is truly done, and parallel sub-agents explore several hypotheses at once.

Current finding

Choose the Bohrium CLI when the workflow is fixed and you want to confirm each step. Choose Scientify when the agent should drive the whole project.

05

Long tasks and quotas

Bohrium

Nodes and notebooks are billed by time once started. The quota page allows one self-created project per user, two nodes per user in each project and 100 concurrent jobs.

Scientify

The cloud computer runs while a task is active and pauses with its state kept when the user and agent are idle. Tasks continue after you close your computer, and you can enter the same workspace from a phone.

Current finding

Choose Bohrium for batch job submission. Choose Scientify for projects that wait on human decisions and run for days.

06

Billing

Bohrium

Accounts are topped up in RMB through Alipay, WeChat or PayPal. Machine time is billed in RMB per hour by instance type. Paper search, PDF parsing and the AI mentor deduct photons per call.

Scientify

One credit equals USD 1 of standard API usage at provider list prices. Models and compute draw from the same balance.

Current finding

Both are usage based. Bohrium prices machine time and per-call actions separately; Scientify combines models and compute in one credit balance.

Pricing and usage

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.

Bohrium

DP Technology research cloud platform

Free access

Free 2-core, 4 GB CPU Notebook node; 1,000 free science wiki and knowledge model calls per month; free scholar search, web search and scientific databases

Main paid plans

Compute jobs and development nodes billed in RMB per hour by instance; paper search from 5 photons per call, PDF parsing 5 photons per page, AI mentor 200 photons per session

Billing model

Usage based. RMB top-ups; per-call items deduct photons first, then account balance

Usage and limits

One self-created project per user, two nodes per user in each project, 100 concurrent jobs

What is Bohrium?

Bohrium is a research cloud platform built by DP Technology. It provides academic search and alerts, CPU and GPU compute, preinstalled scientific software, scientific models such as DPA and Uni-Mol, the SciMaster paper agent and an AI science mentor.

Is Bohrium free?

Some features are free. Notebook includes a free 2-core, 4 GB CPU node, and scholar search, web search and scientific database commands are free. Compute jobs and development nodes are billed in RMB per hour by instance type. Paper search starts at 5 photons per call and the AI mentor costs 200 photons per session.

Can I use Bohrium and Scientify together?

Yes, by splitting the work. Use Bohrium for literature search, journal alerts or large jobs built on DeePMD-kit and ABACUS. Give Scientify the projects that need an agent to keep working for days.

When is Scientify a Bohrium alternative?

Evaluate Scientify when you need one agent to go from a research question to literature, code, experiments and a report, without managing nodes, job scripts or dependencies yourself.

Comparison boundary

  • This page is based on the Bohrium website, documentation, the Bohrium CLI page and DP Technology's product page. No side-by-side test was run.
  • Journal, scholar and compute figures for Bohrium are self-reported and were not independently verified.
  • Bohrium instance prices change with configuration. This page records only the billing method and public per-call prices.
  • This page does not compare model quality, search accuracy or computing speed.

Let one agent work from a research question to experimental results

The scientific agent searches literature, writes code, rents GPUs on demand and runs experiments in an always-on cloud computer. Every material and result stays in one workspace.