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Market around Backend.AI

Enterprise AI infrastructure platform for orchestrating, virtualizing, and sharing GPUs and other accelerators across multi-tenant environments for model training, inference, and AI workloads.

Visit backend.ai ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Backend.AI · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Backend.AI doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
63rd pctile
218 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$50/mo
7 priced · $37.5–$73.75 mid 50%
Price spectrum · Pro plans · 7 of 13 providers priced · log scale · $20 → $100/mo
Platforms◻ shaded = middle 50% · line = median (all types)Backend.AI has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Backend.AI's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther2Ranked by similarity
Backend.AIthis listing
● OTHER
no public price
Huddle01 Vms
● OTHER73% similar
no public price
PPlatforms45Ranked by similarity
AITECH Cloud Network
● PLATFORM82% similar
no public price
Runpod
● PLATFORM81% similar
no public price
Kamiwaza
● PLATFORM79% similar
no public price
Givemeanode
● PLATFORM79% similar
no public price
Wanwu Agent Platform
● PLATFORM78% similar
no public price
Red Hat AI Factory
● PLATFORM78% similar
no public price
Empromptu
● PLATFORM78% similar
$75/mo Pro
+50% vs Pro median
EmpirioLabs AI
● PLATFORM78% similar
no public price
MunHQ
● PLATFORM77% similar
no public price
Modal Inference
● PLATFORM77% similar
no Pro plan
entry $250/mo
Agentic AI
● PLATFORM77% similar
no public price
Google Cloud
● PLATFORM76% similar
no public price
Browser Run
● PLATFORM76% similar
no public price
Abcdatawork
● PLATFORM76% similar
no public price
Nvidia Developer
● PLATFORM76% similar
no public price
Avesta Labs AgentOS
● PLATFORM76% similar
no public price
Flare Agent
● PLATFORM75% similar
no public price
Stackai
● PLATFORM75% similar
no public price
Gemini Enterprise Agent Platform
● PLATFORM75% similar
no public price
Fred
● PLATFORM75% similar
no public price
FutureInfra
● PLATFORM75% similar
no Pro plan
entry $9900/mo
SiliconFlow
● PLATFORM75% similar
no public price
Custodian Labs
● PLATFORM75% similar
no Pro plan
entry $49/mo
Gemini Agent Runtime
● PLATFORM75% similar
no public price
NVIDIA
● PLATFORM75% similar
no public price
Herm
● PLATFORM75% similar
$50/mo Pro
0% vs Pro median
AIMEAT
● PLATFORM74% similar
no public price
Mindsdb
● PLATFORM74% similar
no public price
Itential
● PLATFORM74% similar
no public price
Aether Compute
● PLATFORM74% similar
no public price
Akka
● PLATFORM74% similar
no public price
Wacht
● PLATFORM74% similar
$25/mo Pro
-50% vs Pro median
Prismer
● PLATFORM74% similar
no public price
Agentic AI
● PLATFORM74% similar
no public price
Cerebrium
● PLATFORM74% similar
$100/mo Pro
+100% vs Pro median
Picoaide
● PLATFORM73% similar
no public price
Sunholo
● PLATFORM73% similar
no public price
deeplit
● PLATFORM73% similar
no public price
Brainbaselabs
● PLATFORM73% similar
no Pro plan
entry $500/mo
Geodd
● PLATFORM73% similar
no public price
Lyzr
● PLATFORM73% similar
no Pro plan
entry $8/mo
Nerdit
● PLATFORM73% similar
$20/mo Pro
-60% vs Pro median
Vegavid Ai Infrastructure
● PLATFORM73% similar
no public price
Infinity by ProjectX
● PLATFORM73% similar
$49.99/mo Pro
0% vs Pro median
Magicrew
● PLATFORM73% similar
$29/mo Pro
-42% vs Pro median
MMCP servers3Ranked by similarity
Terradev
● MCP82% similar
no Pro plan
entry $10/mo
Terradev
● MCP77% similar
no public price
Auxen
● MCP75% similar
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.