Agentic Index

Daytona vs Modal (2026)

Daytona and Modal both run agent code on demand with per second billing, scoped differently: Daytona is sandbox first, usage based with 200 dollars of free compute and five gigabytes of storage, open source and self hostable, with GPU sandboxes available, while Modal is general serverless compute across GPU, CPU, and memory, free Starter with 30 dollars in monthly credits then Team at 250 dollars a month, where sandboxes run at about a three times premium over preemptible rates. Choose Daytona when agent sandboxes are the product; choose Modal when sandboxes are one workload inside broader inference and batch compute.

At a glance Daytona Modal
Category Agent infrastructure Agent infrastructure
Entry price Usage based · $200 free compute + 5 GB storage · open source Free Starter ($30/mo credits); Team $250/mo; Enterprise; per second usage
Free / trial $200 in free compute and 5 GB free storage; open source is free to self host Free Starter tier with $30 a month in credits
Pricing confidence public partial public exact
Feature
M
Modal
Action & orchestration

Integrations & Tool Calling

Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools.

Partial Full / Explicit

Workflow Orchestration

Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps.

Partial Partial

Triggers & Channel Coverage

How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools.

Partial Partial
Knowledge & context

Knowledge Grounding & RAG

Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers.

No / Not documented No / Not documented

Memory & State Persistence

Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer.

Full / Explicit Partial
Control & trust

Human Oversight & Guardrails

Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls.

Partial No / Not documented

Security, Identity & Governance

RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy.

Partial Full / Explicit

Observability & Auditability

Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior.

No / Not documented Partial

Deployment & Data Residency

Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting.

Full / Explicit Full / Explicit
Solution readiness

Prebuilt Agents, Templates & Packs

Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value.

Partial No / Not documented
Platform extensibility

Model Flexibility & Routing

Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys.

No / Not documented Full / Explicit

APIs, SDKs & MCP Extensibility

Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems.

Full / Explicit Full / Explicit

Testing, Debugging & Optimization

Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment.

Partial Partial
Specialist automation

Browser & Computer Use

Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone.

Full / Explicit Partial

Pricing snapshot

Sourced from the Index pricing dataset · open each vendor's profile for full detail.

Pricing
M
Modal

Entry price

Lowest public entry point

Usage based · $200 free compute + 5 GB storage · open source Free Starter ($30/mo credits); Team $250/mo; Enterprise; per second usage

Pricing confidence

How public the numbers are

Public — partial Public — exact

Billing

Primary billing axis

Per second compute and memory, plus metered storage per second compute (GPU, CPU, memory)

Variable cost

Workload / overage exposure

High variable cost High variable cost

Free tier / trial

Try before you buy

Free tier
Free tier

Buying motion

Self-serve vs sales call

Self-serve Mixed

Choose Daytona if

  • Agent sandboxes specifically are the workload you are provisioning.
  • Open source self hosting keeps execution inside your infrastructure.
  • Two hundred dollars of free compute funds a serious evaluation.

Choose Modal if

  • GPU inference and batch jobs share the platform with your sandboxes.
  • Per second billing with no egress fees fits your cost model.
  • Team plan concurrency limits match your production scale.

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