PLENUM — a space completely full

Abundant inference,
always on tap.

300+ top open models behind one OpenAI-compatible API: migrate by changing a single line, cut cost in half, measure latency in milliseconds. A global elastic GPU pool scales with your load.

Get a free API keyBrowse models
42 msP50 time to first token
300+open models online
99.95%API uptime SLA
-52%cost vs leading closed APIs
MODELS

Leading models, one API, every token metered

Browse the catalog →
gpt-5REASONING

OpenAI's flagship reasoning model, 400K context

$1.375 input/1M$0.1375 cached/1M$11.00 output/1M
gpt-5-miniREASONING

Cost-efficient reasoning for agent workloads, 400K context

$0.275 input/1M$0.0275 cached/1M$2.20 output/1M
gpt-4.1-miniAGENTIC

Long context & tool use, 1M context

$0.44 input/1M$0.11 cached/1M$1.76 output/1M
gpt-4oMULTIMODAL

Vision-language chat, 128K context

$2.75 input/1M$1.375 cached/1M$11.00 output/1M
gpt-4o-miniCHAT

Fast & low-cost for high-volume chat and batch, 128K context

$0.165 input/1M$0.0825 cached/1M$0.66 output/1M
PLATFORM

Why Plenum

plenum /ˈpliːnəm/ — a space completely full. There is always room for you in the pool. That's the promise, and the name.

Elastic GPU pool, global routing

Cross-region H100 / B200 capacity, aggregated on demand. Requests route to the nearest, least-loaded cluster. No queueing at peak, no paying for idle.

Elastic pool · Auto routing

OpenAI-compatible, one-line migration

Fully compatible with the OpenAI SDK and protocol: change one base_url and you are migrated. Streaming, function calling, structured JSON and batch all line up.

OpenAI-compatible · Zero rewrite

Compliance & private deployment

SOC 2 Type II, zero-retention inference, region pinning that keeps data in-country. Enterprises can opt for dedicated VPC clusters or fully private deployment.

SOC 2 · Zero retention · VPC
SUPPLY

Idle GPUs, earning around the clock

GPU clouds, AI compute centers and enterprises with idle clusters can list capacity for rent. Traffic is allocated by measured performance — run reliably, earn more. Every call is metered per token, auditable line by line, settled monthly.

List your capacity →
01
ListProvide an OpenAI-compatible endpoint and hourly rate
02
ProbeContinuous TTFT & stability probing drives scheduling
03
EarnTraffic by measured performance; per-token ledger, monthly settlement
PRICING

Pay per token. No minimums, no contracts.

Serverless
$0to start · usage-based

Shared pool, billed per token. $5 free credit on sign-up, no card required.

Start now
DedicatedMost popular
Quoteper GPU·hour

Dedicated instances with guaranteed throughput and latency. Billed by capacity × time; priced from a load test on your real traffic profile.

Configure
Enterprise
Custom

VPC / private deployment, region pinning, dedicated SLA and solutions team.

Contact sales

Move your inference to Plenum in five minutes

$5 free credit · no card required · base_url = api.plenumcloud.ai/v1

Get a free API keyRead the docs