Agentic Index
Langbase vs Toolhouse (2026)
Choose Langbase for serverless, composable agents with built in memory and a unified API across hundreds of LLMs, and choose Toolhouse for the fastest prompt to deployed agent path with tools and RAG included. Langbase starts at 100 dollars a month with a free tier of 500 runs, while Toolhouse offers a free tier and Pro at 10 dollars a month. Both are young serverless agent platforms, so treat evaluation as a scoped pilot with success criteria before standardizing.
| At a glance | Langbase | Toolhouse |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | From $100/mo · free tier (500 runs, 5MB memory) | Free (50 runs/mo) · Pro $10/mo (1,000 runs) · Enterprise custom |
| Free / trial | Free tier: 500 Langbase credits, 500 agent runs, 5MB memory, 2 memory files, 5 public pipes, community support. | Free Sandbox tier: 50 agent runs/month, unlimited MCP calls, for public projects. |
| Pricing confidence | public exact | public exact |
| Feature |
L
Langbase
|
|
|---|---|---|
| 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. |
Full / Explicit | 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. |
No / Not documented | 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. |
Full / Explicit | Full / Explicit |
|
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. |
No / Not documented | No / Not documented |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Partial | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Partial | Partial |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Partial | Partial |
| 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 | Partial |
| 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. |
Partial | Partial |
|
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. |
No / Not documented | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing |
L
Langbase
|
|
|---|---|---|
|
Entry price Lowest public entry point |
From $100/mo · free tier (500 runs, 5MB memory) | Free (50 runs/mo) · Pro $10/mo (1,000 runs) · Enterprise custom |
|
Pricing confidence How public the numbers are |
Public — exact | Public — exact |
|
Billing Primary billing axis |
Subscription tiers metered in Langbase credits, agent runs (each run is up to 1,000 tokens), and memory read/write units and storage | Subscription tiers metered by agent runs per month (each run = 1 credit, includes default model LLM usage and unlimited MCP executions) |
|
Variable cost Workload / overage exposure |
Medium variable cost | Low variable cost |
|
Free tier / trial Try before you buy |
Free tier
|
Free tier
|
|
Buying motion Self-serve vs sales call |
Self-serve | Self-serve |
Choose Langbase if
- Composable primitives and pipes match how your team wants to architect agents
- A unified API over hundreds of models keeps routing flexibility open
- Built in memory at the platform layer removes a component from your stack
Choose Toolhouse if
- Shipping a working agent from a prompt this week is the actual requirement
- Ten dollars a month entry pricing suits experimentation and small workloads
- One link MCP connectivity to thousands of services covers integrations