Meshia

Developer Tools

Freemium

Added on Nov 06,2026

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Description

Meshia is an AI research workspace that brings agents, a team's knowledge and compute together in one shared environment, described by the company as an autonomous research lab.

Users give Meshia a hard problem and it assembles the agents, runs the experiments and scales the compute on its own. An orchestrator indexes shared context, audits decisions and enforces time and resource budgets so large groups of agents work toward the same objective.

It can scale a task from a single agent up to swarms of thousands that share memory. Example use cases on the site include protein structure analysis and model training workflows such as running DPO on a teammate's best experiment.

Key features include massive agent orchestration, a generative UI workspace, inspectable artifacts, a shared research file system that keeps weights, artifacts and context together, and autoscaling compute.

Meshia is provider agnostic. Users can connect their own machines or add GPU and TPU capacity in one click from more than 17 providers worldwide, with connectors shown for RunPod, AWS, Google Cloud TPU and Modal, and model providers including Anthropic, OpenAI, Gemini and xAI. Research connectors include PubMed, ClinicalTrials.gov, bioRxiv, Open Targets, Synapse, ChEMBL and Linear.

The free tier lets users connect their own compute and agent subscriptions such as ChatGPT, Claude and Antigravity. Customers have also connected physical machines and lab equipment.

Pricing: Free is 0 USD with 10 USD of credit, 3 workspaces, up to 2 starter GPUs and 100 GB storage. Pro is 500 USD per month with 500 USD of monthly credit, unlimited workspaces, every GPU and TPU and 2 TB storage. Enterprise is custom, with reserved capacity, SLAs and data residency controls. Extra storage and compute are metered.

It is suited to AI and machine learning researchers, biotech and life sciences teams, and research groups that need to run many experiments across shared compute.

By the PowerfulAI.tools Editorial Team · Updated 6 November 2026 · Researched with AI assistance and checked against the official Meshia website · How we review tools

Meshia Key Features

  • Orchestrates from one agent up to swarms of thousands sharing memory on one objective
  • Connect your own machines over SSH or Meshia Node without counting toward plan limits
  • Combines GPUs and TPUs across cloud providers, choosing compute by live price and capacity
  • Turns a model checkpoint into a live API with request, latency and error monitoring
  • Shared research file system keeps weights, artifacts and context across workspaces and teammates
  • Hourly GPU rates listed from $0.18 for an RTX A5000 to $3.09 for an H100 SXM

Meshia Pricing

The Free plan is $0 with a $10 credit, then pay-as-you-go; Pro costs $500/mo and includes $500 of usage each month, with Enterprise on custom terms. Storage above the allowance is $0.08/GB/month.

Pricing checked against the official Meshia website in November 2026. Prices can change, so confirm before you buy.

Who is Meshia best for?

Machine learning researchers and teams who run training experiments, fine-tunes and inference across many GPUs and want agents to manage the compute.

Things to know before using Meshia

  • The Free plan is limited to 3 workspaces, 2 Starter GPUs and 100 GB of storage.
  • H100, H200 and B200 GPUs need the Pro plan and depend on live capacity.
  • Without a card on file, GPU and agent calls pause once the free credit runs out.

Meshia FAQs

Does Meshia offer a student discount?

Yes. Students can email Meshia from a .edu address to be set up with a discounted Pro plan.

Can I cancel Meshia Pro?

Yes, at any time from Settings > Billing. Pro runs to the end of the billing period, then the account returns to Free limits with workspaces and files kept.

Meshia Alternatives

Popular alternatives to Meshia include Pollinations, NemoClaw and Agnes AI. Compare their pricing and what each is best for below.

ToolPricingBest for
Pollinations Freemium Developers and hobby builders who want a single API for adding AI images, audio and text to their websites, bots and app...
NemoClaw Free Developers and platform teams who want to run always-on AI agents on NVIDIA hardware under policy-based security control...
Agnes AI Freemium Developers building AI-powered apps who want access to several models through one API.
DiagramGPT Free Developers and students who need to sketch system designs and workflows quickly by describing them in words.
OrcaRouter Freemium Developers and teams who want to balance AI quality and cost across many models.
  • ai
  • tool
  • tools
  • research
  • aiagents
  • agentorchestration
  • researchworkspace
  • machinelearning
  • gpucompute
  • tpu
  • mlops
  • experiments
  • modeltraining
  • bioinformatics
  • proteinstructure
  • lifesciences
  • drugdiscovery
  • runpod
  • aws
  • modal
  • googlecloud
  • pubmed
  • chembl
  • claude
  • chatgpt
  • teamcollaboration
  • developertools

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