RunPod batch inference GPU prices
Batch inference can use cheaper and less stable pricing modes when queues are flexible and retries are acceptable. The cheapest tracked RunPod row in this slice is RTX 4090 at $0.34/hr.
Current RunPod rows for batch inference
RunPod has 10 qualifying GPU models across 30 current price rows for this workload. The overall tracked market floor is $0.13/hr on GCP L40, making RunPod $0.21/hr above that floor.
| GPU | VRAM | Type | Median hourly | Monthly | Offers | Updated |
|---|---|---|---|---|---|---|
|
RTX 4090
Budget
|
24GB GDDR6X | spot | $0.34/hr | $248/mo | 1 | Jun 21, 2026 |
|
RTX 4090
Budget
|
24GB GDDR6X | community | $0.34/hr | $248/mo | 1 | Jun 21, 2026 |
|
RTX 4090
Budget
|
24GB GDDR6X | on-demand | $0.69/hr | $504/mo | 1 | Jun 21, 2026 |
|
RTX 6000Ada
Mid-Range
|
48GB GDDR6 | spot | $0.74/hr | $540/mo | 1 | Jun 21, 2026 |
|
L40
Mid-Range
|
48GB GDDR6 | community | $0.74/hr | $540/mo | 2 | Jun 21, 2026 |
|
RTX 6000Ada
Mid-Range
|
48GB GDDR6 | community | $0.74/hr | $540/mo | 1 | Jun 21, 2026 |
|
RTX 6000Ada
Mid-Range
|
48GB GDDR6 | on-demand | $0.77/hr | $562/mo | 1 | Jun 21, 2026 |
|
L40
Mid-Range
|
48GB GDDR6 | spot | $0.89/hr | $650/mo | 2 | Jun 21, 2026 |
|
L40
Mid-Range
|
48GB GDDR6 | on-demand | $0.91/hr | $661/mo | 2 | Jun 21, 2026 |
|
A100 PCIE
Mid-Range
|
80GB HBM2e | spot | $1.19/hr | $869/mo | 1 | Jun 21, 2026 |
RunPod batch inference pricing overview
This page narrows RunPod's GPU catalog to the rows most likely to matter for batch inference. It is built for buyers who already know the provider they are evaluating and need a workload-specific price shortlist.
Offline inference queues, embedding jobs, catch-up workloads, and cost-sensitive internal processing. Use the table below to move from the cheapest visible row into adjacent provider/GPU pages, broader guides, and market-floor comparisons.
Cheapest RunPod row for batch inference
RunPod currently starts at $0.34/hr for batch inference with RTX 4090 on spot pricing. The overall tracked market floor is $0.13/hr on GCP L40, making RunPod $0.21/hr above that floor.
How this workload slice is computed
We filter the live compare payload to spot, community, and on-demand rows with at least 24GB of VRAM, then sort qualifying RunPod rows by current median hourly price.
RunPod batch inference pricing FAQ
What is the cheapest RunPod option for batch inference?
RunPod currently starts at $0.34/hr for batch inference with RTX 4090 on spot pricing.
Is RunPod cheapest for batch inference?
The overall tracked market floor is $0.13/hr on GCP L40, making RunPod $0.21/hr above that floor.
What GPUs count toward this batch inference page?
This page filters to 24GB+ GPUs and uses spot, community, and on-demand pricing.
How fresh is this RunPod batch inference page?
The rows are recalculated from the latest stored provider snapshot. The freshest qualifying row visible here is from Jun 21, 2026.
Next searches after RunPod batch inference
These links move sideways into the full provider catalog, workload guide, market floor, and adjacent provider workload pages.