Compare · Models & inference
GPU & serverless compute compared head to head
167 like-for-like comparisons of GPU and serverless compute for AI workloads, each pair scored category by category with prices, facts and verdicts side by side. Pairs are made only when both do the same job.
- 167 comparisons
- 3 jobs
- 19 ranked
Ranked
- #1Modal SandboxesBB75.5
- #2Nebius AI CloudB67.2
- #3BasetenB66.5
- #4Hugging Face Inference EndpointsB64.5
- #5ModalB63.6
- #6Replicate DeploymentsB63.6
- #7Crusoe CloudB63.4
- #8Vast.aiB62.6
- #9VerdaB62.3
- #10CoreWeaveC61.5
- #11NorthflankC61.3
- #12Thunder ComputeC56.1
- #13BeamC55.5
- #14CerebriumC55.3
- #15RunpodD53.5
- #16Lambda CloudD50
- #17HyperbolicD48
- #18KoyebD46.5
- #19Massed ComputeE42.3
GPU compute 153
- Baseten vs Beam B 66.5 vs C 55.5
- Baseten vs Cerebrium B 66.5 vs C 55.3
- Baseten vs CoreWeave B 66.5 vs C 61.5
- Baseten vs Crusoe Cloud B 66.5 vs B 63.4
- Baseten vs Hugging Face Inference Endpoints B 66.5 vs B 64.5
- Baseten vs Hyperbolic B 66.5 vs D 48
- Baseten vs Koyeb B 66.5 vs D 46.5
- Baseten vs Lambda Cloud B 66.5 vs D 50
- Baseten vs Massed Compute B 66.5 vs E 42.3
- Baseten vs Modal B 66.5 vs B 63.6
- Baseten vs Nebius AI Cloud B 66.5 vs B 67.2
- Baseten vs Northflank B 66.5 vs C 61.3
- Baseten vs Replicate Deployments B 66.5 vs B 63.6
- Baseten vs Runpod B 66.5 vs D 53.5
- Baseten vs Thunder Compute B 66.5 vs C 56.1
- Baseten vs Vast.ai B 66.5 vs B 62.6
- Baseten vs Verda B 66.5 vs B 62.3
- Beam vs Cerebrium C 55.5 vs C 55.3
- Beam vs CoreWeave C 55.5 vs C 61.5
- Beam vs Crusoe Cloud C 55.5 vs B 63.4
- Beam vs Hugging Face Inference Endpoints C 55.5 vs B 64.5
- Beam vs Hyperbolic C 55.5 vs D 48
- Beam vs Koyeb C 55.5 vs D 46.5
- Beam vs Lambda Cloud C 55.5 vs D 50
- Beam vs Massed Compute C 55.5 vs E 42.3
- Beam vs Modal C 55.5 vs B 63.6
- Beam vs Nebius AI Cloud C 55.5 vs B 67.2
- Beam vs Northflank C 55.5 vs C 61.3
- Beam vs Replicate Deployments C 55.5 vs B 63.6
- Beam vs Runpod C 55.5 vs D 53.5
- Beam vs Thunder Compute C 55.5 vs C 56.1
- Beam vs Vast.ai C 55.5 vs B 62.6
- Beam vs Verda C 55.5 vs B 62.3
- Cerebrium vs CoreWeave C 55.3 vs C 61.5
- Cerebrium vs Crusoe Cloud C 55.3 vs B 63.4
- Cerebrium vs Hugging Face Inference Endpoints C 55.3 vs B 64.5
- Cerebrium vs Hyperbolic C 55.3 vs D 48
- Cerebrium vs Koyeb C 55.3 vs D 46.5
- Cerebrium vs Lambda Cloud C 55.3 vs D 50
- Cerebrium vs Massed Compute C 55.3 vs E 42.3
- Cerebrium vs Modal C 55.3 vs B 63.6
- Cerebrium vs Nebius AI Cloud C 55.3 vs B 67.2
- Cerebrium vs Northflank C 55.3 vs C 61.3
- Cerebrium vs Replicate Deployments C 55.3 vs B 63.6
- Cerebrium vs Runpod C 55.3 vs D 53.5
- Cerebrium vs Thunder Compute C 55.3 vs C 56.1
- Cerebrium vs Vast.ai C 55.3 vs B 62.6
- Cerebrium vs Verda C 55.3 vs B 62.3
- CoreWeave vs Crusoe Cloud C 61.5 vs B 63.4
- CoreWeave vs Hugging Face Inference Endpoints C 61.5 vs B 64.5
- CoreWeave vs Hyperbolic C 61.5 vs D 48
- CoreWeave vs Koyeb C 61.5 vs D 46.5
- CoreWeave vs Lambda Cloud C 61.5 vs D 50
- CoreWeave vs Massed Compute C 61.5 vs E 42.3
- CoreWeave vs Modal C 61.5 vs B 63.6
- CoreWeave vs Nebius AI Cloud C 61.5 vs B 67.2
- CoreWeave vs Northflank C 61.5 vs C 61.3
- CoreWeave vs Replicate Deployments C 61.5 vs B 63.6
- CoreWeave vs Runpod C 61.5 vs D 53.5
- CoreWeave vs Thunder Compute C 61.5 vs C 56.1
- CoreWeave vs Vast.ai C 61.5 vs B 62.6
- CoreWeave vs Verda C 61.5 vs B 62.3
- Crusoe Cloud vs Hugging Face Inference Endpoints B 63.4 vs B 64.5
- Crusoe Cloud vs Hyperbolic B 63.4 vs D 48
- Crusoe Cloud vs Koyeb B 63.4 vs D 46.5
- Crusoe Cloud vs Lambda Cloud B 63.4 vs D 50
- Crusoe Cloud vs Massed Compute B 63.4 vs E 42.3
- Crusoe Cloud vs Modal B 63.4 vs B 63.6
- Crusoe Cloud vs Nebius AI Cloud B 63.4 vs B 67.2
- Crusoe Cloud vs Northflank B 63.4 vs C 61.3
- Crusoe Cloud vs Replicate Deployments B 63.4 vs B 63.6
- Crusoe Cloud vs Runpod B 63.4 vs D 53.5
- Crusoe Cloud vs Thunder Compute B 63.4 vs C 56.1
- Crusoe Cloud vs Vast.ai B 63.4 vs B 62.6
- Crusoe Cloud vs Verda B 63.4 vs B 62.3
- Hugging Face Inference Endpoints vs Hyperbolic B 64.5 vs D 48
- Hugging Face Inference Endpoints vs Koyeb B 64.5 vs D 46.5
- Hugging Face Inference Endpoints vs Lambda Cloud B 64.5 vs D 50
- Hugging Face Inference Endpoints vs Massed Compute B 64.5 vs E 42.3
- Hugging Face Inference Endpoints vs Modal B 64.5 vs B 63.6
- Hugging Face Inference Endpoints vs Nebius AI Cloud B 64.5 vs B 67.2
- Hugging Face Inference Endpoints vs Northflank B 64.5 vs C 61.3
- Hugging Face Inference Endpoints vs Replicate Deployments B 64.5 vs B 63.6
- Hugging Face Inference Endpoints vs Runpod B 64.5 vs D 53.5
- Hugging Face Inference Endpoints vs Thunder Compute B 64.5 vs C 56.1
- Hugging Face Inference Endpoints vs Vast.ai B 64.5 vs B 62.6
- Hugging Face Inference Endpoints vs Verda B 64.5 vs B 62.3
- Hyperbolic vs Koyeb D 48 vs D 46.5
- Hyperbolic vs Lambda Cloud D 48 vs D 50
- Hyperbolic vs Massed Compute D 48 vs E 42.3
- Hyperbolic vs Modal D 48 vs B 63.6
- Hyperbolic vs Nebius AI Cloud D 48 vs B 67.2
- Hyperbolic vs Northflank D 48 vs C 61.3
- Hyperbolic vs Replicate Deployments D 48 vs B 63.6
- Hyperbolic vs Runpod D 48 vs D 53.5
- Hyperbolic vs Thunder Compute D 48 vs C 56.1
- Hyperbolic vs Vast.ai D 48 vs B 62.6
- Hyperbolic vs Verda D 48 vs B 62.3
- Koyeb vs Lambda Cloud D 46.5 vs D 50
- Koyeb vs Massed Compute D 46.5 vs E 42.3
- Koyeb vs Modal D 46.5 vs B 63.6
- Koyeb vs Nebius AI Cloud D 46.5 vs B 67.2
- Koyeb vs Northflank D 46.5 vs C 61.3
- Koyeb vs Replicate Deployments D 46.5 vs B 63.6
- Koyeb vs Runpod D 46.5 vs D 53.5
- Koyeb vs Thunder Compute D 46.5 vs C 56.1
- Koyeb vs Vast.ai D 46.5 vs B 62.6
- Koyeb vs Verda D 46.5 vs B 62.3
- Lambda Cloud vs Massed Compute D 50 vs E 42.3
- Lambda Cloud vs Modal D 50 vs B 63.6
- Lambda Cloud vs Nebius AI Cloud D 50 vs B 67.2
- Lambda Cloud vs Northflank D 50 vs C 61.3
- Lambda Cloud vs Replicate Deployments D 50 vs B 63.6
- Lambda Cloud vs Runpod D 50 vs D 53.5
- Lambda Cloud vs Thunder Compute D 50 vs C 56.1
- Lambda Cloud vs Vast.ai D 50 vs B 62.6
- Lambda Cloud vs Verda D 50 vs B 62.3
- Massed Compute vs Modal E 42.3 vs B 63.6
- Massed Compute vs Nebius AI Cloud E 42.3 vs B 67.2
- Massed Compute vs Northflank E 42.3 vs C 61.3
- Massed Compute vs Replicate Deployments E 42.3 vs B 63.6
- Massed Compute vs Runpod E 42.3 vs D 53.5
- Massed Compute vs Thunder Compute E 42.3 vs C 56.1
- Massed Compute vs Vast.ai E 42.3 vs B 62.6
- Massed Compute vs Verda E 42.3 vs B 62.3
- Modal vs Nebius AI Cloud B 63.6 vs B 67.2
- Modal vs Northflank B 63.6 vs C 61.3
- Modal vs Replicate Deployments B 63.6 vs B 63.6
- Modal vs Runpod B 63.6 vs D 53.5
- Modal vs Thunder Compute B 63.6 vs C 56.1
- Modal vs Vast.ai B 63.6 vs B 62.6
- Modal vs Verda B 63.6 vs B 62.3
- Nebius AI Cloud vs Northflank B 67.2 vs C 61.3
- Nebius AI Cloud vs Replicate Deployments B 67.2 vs B 63.6
- Nebius AI Cloud vs Runpod B 67.2 vs D 53.5
- Nebius AI Cloud vs Thunder Compute B 67.2 vs C 56.1
- Nebius AI Cloud vs Vast.ai B 67.2 vs B 62.6
- Nebius AI Cloud vs Verda B 67.2 vs B 62.3
- Northflank vs Replicate Deployments C 61.3 vs B 63.6
- Northflank vs Runpod C 61.3 vs D 53.5
- Northflank vs Thunder Compute C 61.3 vs C 56.1
- Northflank vs Vast.ai C 61.3 vs B 62.6
- Northflank vs Verda C 61.3 vs B 62.3
- Replicate Deployments vs Runpod B 63.6 vs D 53.5
- Replicate Deployments vs Thunder Compute B 63.6 vs C 56.1
- Replicate Deployments vs Vast.ai B 63.6 vs B 62.6
- Replicate Deployments vs Verda B 63.6 vs B 62.3
- Runpod vs Thunder Compute D 53.5 vs C 56.1
- Runpod vs Vast.ai D 53.5 vs B 62.6
- Runpod vs Verda D 53.5 vs B 62.3
- Thunder Compute vs Vast.ai C 56.1 vs B 62.6
- Thunder Compute vs Verda C 56.1 vs B 62.3
- Vast.ai vs Verda B 62.6 vs B 62.3
Code sandboxes 13
- Amazon Bedrock AgentCore Code Interpreter vs Modal Sandboxes BB 73.1 vs BB 75.5
- Blaxel Sandboxes vs Modal Sandboxes C 60.7 vs BB 75.5
- Cloudflare Sandbox SDK vs Modal Sandboxes B 67.5 vs BB 75.5
- Daytona vs Modal Sandboxes B 64.3 vs BB 75.5
- Deno Sandbox vs Modal Sandboxes D 50.3 vs BB 75.5
- E2B vs Modal Sandboxes B 68.3 vs BB 75.5
- Freestyle vs Modal Sandboxes C 58.5 vs BB 75.5
- Microsoft Execution Containers vs Modal Sandboxes BB 76.3 vs BB 75.5
- Modal Sandboxes vs Morph Cloud BB 75.5 vs D 50.8
- Modal Sandboxes vs Runloop Devboxes BB 75.5 vs B 64.8
- Modal Sandboxes vs Sprites BB 75.5 vs C 58.3
- Modal Sandboxes vs Together Code Sandbox BB 75.5 vs D 53.6
- Modal Sandboxes vs Vercel Sandbox BB 75.5 vs B 69.6
Persistent sandboxes 1
- Agent 37 Cloud vs Modal Sandboxes D 46.1 vs BB 75.5