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B200H200H100
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Scale intelligenceand make breakthroughs
Meshia is a single workspace that autonomously scales and manages massive compute and intelligence towards solving hard problems
Built and used by top researchers
How Meshia works
Describe your research objective in natural language. Meshia interprets the goal, identifies the right models, and plans the work.
Which hidden biomarker explains the responder group across these assay exports, patient-note traces, and validation folds?
Research plan6 nodes
GoalFind hidden responder biomarker
HypothesisTemporal assay drift separates cohorts
ExperimentRun embedding scan across 14 folds
SuccessAUC > .82 with held-out validation
A single control pane
Plans, GPU allocation, live visualizations, and proof artifacts stay in one inspectable surface.
Find the hidden biomarker that explains the responder group. Use de-identified notes, assay exports, and model traces.
Optimized for continuous iteration
Autoscaling compute
Boots the right GPUs for each phase, then winds them down when the work is done. You never manage infrastructure.
COMPUTE
4GPUs
Model interplay
Frontier models collaborate, challenge, and reconcile work before results ship. No single point of failure in reasoning.
3 MODELS RECONCILING
Data-aware workspace
Files, repos, logs, metrics, and prior outputs stay searchable as run context. The workspace remembers everything.
workspace/
data/
patient_notes.csv
assay_results.json
runs/
run-001/
checkpoint.pt
Proof artifacts
Checkpoints, traces, eval buckets, and memos are packaged with lineage. Every result comes with receipts.
ARTIFACT
Clinical safety audit — Run 14
Pricing
Start small. Scale when the work starts needing serious compute.
Trial
Try Meshia on real runs. No credit card required.
$0
- $10 in starter credits
- All GPU types, subject to availability
- 1 active session
- Full agent with 55+ tools
- 100 GB storage
Pro
Most popularFor teams running real experiments at scale. Annual billing saves $1,200.
$500/mo
- Up to 10 concurrent sessions*
- Priority GPU allocation
- Persistent volumes with 30-day retention
- Experiment tracking and scheduled runs
- Cross-model consensus
- Agent memory across sessions
Enterprise
Dedicated infrastructure, compliance, and SLAs.
Custom
- Everything in Pro
- Reserved H100 and H200 capacity
- Unlimited sessions
- SSO and team management
- Custom model deployment
- Data residency controls
Prices in USD. Billed monthly via Stripe. GPU, agent calls, and storage are metered separately.
FAQ
Yes. Plans cover the Meshia workspace. GPU, agent calls, and storage are all metered separately based on use. You are not charged for GPU time while waiting in the queue.
Compute availability
Meshia connects to compute around the world and scales with your research and experiments
REGIONS
CanadaBurst
H100A100
IcelandHigh memory
H200H100
IndiaRegional
H100L40S
JapanRegional
H200H100
GPU TYPES
FrontierB300
Rate$7.98/hr
Extreme single-GPU memory for long-context inference, large verifier models, and frontier-scale experiments.
Simulation
Training
Inference
FrontierB200
Rate$6.88/hr
Largest training branches, long-context inference, and dense verifier passes.
Simulation
Training
Inference
FrontierRTX PRO 6000
Rate$1.94/hr
Blackwell memory headroom for high-resolution vision, large adapters, and heavy inference batches.
Simulation
Training
Inference
FrontierH200
Rate$4.13/hr
High-memory training, retrieval-heavy evals, and long document inference.
Simulation
Training
Inference
CoreH100 NVL
Rate$2.98/hr
High-throughput Hopper runs with extra memory for large inference, RL, and model-parallel branches.
Simulation
Training
Inference
CoreH100
Rate$3.09/hr
General training, RL, adapter sweeps, simulation, and batch inference.
Simulation
Training
Inference
CoreA100 PCIe
Rate$1.37/hr
Reliable 80 GB CUDA compatibility for fine-tunes, baselines, and memory-bound inference.
Simulation
Training
Inference
CoreA100
Rate$1.60/hr
Stable fine-tunes, baseline comparisons, and repeatable ablations.
Simulation
Training
Inference
InteractiveRTX 6000 Ada
Rate$0.85/hr
Ada 48 GB headroom for vision models, rendering-adjacent ML, and interactive inference.
Simulation
Training
Inference
InteractiveRTX A6000
Rate$0.38/hr
Large-batch prototypes, vision workloads, embeddings, and mid-sized fine-tunes.
Simulation
Training
Inference
InteractiveRTX A5000
Rate$0.18/hr
Cost-efficient 24 GB workhorse for adapters, embeddings, and cheap parallel experiments.
Simulation
Training
Inference
InteractiveL40S
Rate$0.99/hr
Vision, embeddings, lightweight fine-tunes, and prototypes.
Simulation
Training
Inference
BurstRTX 5090
Rate$1.14/hr
Fast prototypes and cheap parallel exploration.
Simulation
Training
Inference
BurstRTX 4090
Rate$0.79/hr
Many small experiments, smoke tests, and low-cost branches.
Simulation
Training
Inference
BurstRTX 3090
Rate$0.25/hr
Budget CUDA branch for small fine-tunes, package checks, and low-cost inference tests.
Simulation
Training
Inference
Put discovery on autopilot
Which hidden biomarker explains the responder group?What recipe might push battery life past the plateau?Which verifier catches hallucinated citations early?What benchmark exposes the brittle policy?
How can temporal intuition live natively inside an LLM?Which agent critique improves the proof?Which CRISPR edit restores the failed pathway?Where should compute branch next?
What sensor fusion change makes SLAM stable in shifting rooms?Which controller survives the sim-to-real jump?What material stack lowers thermal drift?What latent signal predicts protein stability?
Direct massive compute towards a single objective
Stop wrangling infrastructure and intelligence. Start running experiments that converge on results.