vioscale
Comparison

Baseten vs Portkey

On the evidence we track, Baseten leads this comparison with a composite score of 83/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Baseten full profile →Portkey full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Attribute comparison across 2 tools
Attribute83BasetenLeader80Portkey
Vioscale score83 / 100low · 47%80 / 100low · 46%
Options{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}
LongAn inference platform for deploying open-source, custom, and fine-tuned AI models in production with high-performance infrastructure, cross-cloud availability, and seamless developer workflows.Portkey equips AI teams with everything needed to go to production—AI Gateway, Observability, Guardrails, Governance, and Prompt Management in one platform.
Capabilities{"role":"serving","managed_cloud":true,"model_serving":true,"self_hostable":true,"multi_provider":true,"vpc_deployment":true,"framework_agnostic":true}{"role":"gateway","evaluation":true,"managed_cloud":true,"model_serving":true,"self_hostable":true,"multi_provider":true,"vpc_deployment":true,"llm_observability":true,"prompt_management":true,"framework_agnostic":true,"experiment_tracking":true}
Support{"cli":true,"web":true}{"web":true}
Pricing{"type":"usage","plans":[{"free":true,"name":"Basic","summary":"$0/month base + usage","features":["Dedicated deployments","Model APIs","Training","Fast cold starts","SOC 2 Type II certified","HIPAA compliant","Email and in-app chat support"],"description":"Deploy custom, fine-tuned, and open-source models with dedicated deployments, Model APIs, training, and SOC 2 Type II and HIPAA compliance.","contactSales":false},{"free":false,"name":"Pro","summary":"Volume discounts available","features":["Everything in Basic","Priority access to high-demand GPUs","Dedicated compute","Higher Model API rate limits","Hands-on engineering expertise","Dedicated Slack and Zoom support"],"description":"Everything in Basic plus priority GPU access, dedicated compute, higher Model API rate limits, engineering expertise, and dedicated support.","contactSales":true},{"free":false,"name":"Enterprise","summary":"Volume discounts available","features":["Everything in Pro","Custom SLAs","Self-hosted deployments","On-demand flex compute","Use existing cloud commitments","Full data residency control","Advanced security and compliance","Custom global regions","Advanced RBAC with Teams"],"description":"Everything in Pro plus custom SLAs, self-hosted deployments, on-demand flex compute, data residency control, advanced security, and custom global regions.","contactSales":true}],"summary":"Pay-as-you-go from $0/month. Free credits for new accounts. Model API pricing from $0.10–$3.00 per 1M input tokens depending on model; compute instances from $0.00058–$0.16633 per minute.","currency":"USD","freeTier":true,"sourceUrl":"https://baseten.co","retrievedAt":"2026-08-03T22:45:11.653Z","billingPeriods":["month"]}{"type":"hybrid","plans":[{"free":true,"name":"Developer","summary":"Free forever","features":["Universal API, Fallbacks, Load Balancing, Retries","Logs, Traces, Feedback, Custom Metadata, Filters","3 Prompt Templates, Playground, API Endpoints, Versioning, Variables","Simple Caching","Deterministic Guardrails","Community Support"],"description":"Perfect for prototyping and testing or evaluating enterprise POCs. Not suitable for production workloads.","contactSales":false,"includedLimits":{"log_retention":"3 days","recorded_logs":"10k/mo","metrics_retention":"30 days"}},{"free":false,"name":"Production","summary":"$49/month","features":["Universal API, Fallbacks, Load Balancing, Retries","Logs, Traces, Feedback, Metadata, Filters, Alerts","LLM & Partner Guardrails","Unlimited Templates, Playground, API Endpoints, Versioning, Variables","Role-Based Access Control, Service Account API Keys","Production Support","Simple & Semantic Caching"],"components":[{"kind":"fixed","amount":49,"period":"month","currency":"USD"}],"description":"Great for teams ready to deploy LLM apps in production. Not recommended for organizations requiring custom security controls or data residency guarantees.","contactSales":false,"includedLimits":{"overage_rate":"$9 per 100k additional logs","log_retention":"30 days","recorded_logs":"100k/mo","metrics_retention":"90 days"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Custom Guardrail Hooks, Advanced Evaluation Templates","Role-Based Access Control, SSO, Granular Budget & Rate Limits","Private Cloud Deployment, Data Export to Data Lakes, VPC Hosting","Advanced Compliance (SOC2 Type 2, GDPR, HIPAA)","Custom BAAs, Data Isolation","Dedicated Onboarding & Priority Support"],"description":"Built for organizations with complex compliance needs and high-volume production workloads. Full Portkey feature set with enterprise support and multiple deployment configurations.","contactSales":true,"includedLimits":{"log_retention":"Custom","recorded_logs":"10M+/mo","metrics_retention":"Custom"}}],"summary":"Free tier for prototyping; Production at $49/month with $9 overage per 100k logs; Enterprise with custom pricing","currency":"USD","freeTier":true,"sourceUrl":"https://portkey.ai","retrievedAt":"2026-08-03T22:44:45.309Z","startingPrice":{"amount":49,"period":"month","currency":"USD"},"billingPeriods":["month"]}
Free tierYesYes
Modelcommercialcommercial
Price levellowmid
Starting gbp-49
TransparentYesYes
Sla pct99.99-
Status pageYesYes
Disclosure policyYes-
GdprYesYes
HipaaYesYes
PciYes-
Soc2YesYes

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Capability comparison for MLOps & LLMOps Tools
CapabilityBasetenPortkey
Core
Tool roleModel servingModel gateway / router
Deployment
Self-hostable / OSS core✓✓
Managed cloud available✓✓
On-prem / VPC deployment✓✓
Observability
LLM tracing / observability-✓
Evaluation (offline / LLM-judge / human)-✓
Dev
Prompt management + versioning-✓
Tracking
Experiment tracking / model registry-✓
Serving
Model serving / inference endpoint✓✓
Interop
OpenTelemetry / OpenLLMetry compatible--
Framework-agnostic✓✓
Gateway
Multi-provider model support✓✓
Data
No-train-on-customer-data guarantee--

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.

Baseten vs Portkey: an evidence-based comparison · Vioscale