Agentic Index
Langfuse vs Maxim AI (2026)
Choose Langfuse for open source observability with free self hosting and choose Maxim AI for an end to end managed platform spanning simulation, evaluation and observability. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Langfuse runs free on Hobby and 29 dollars a month on Core with the MIT core free to self host. Maxim's site now leads with Bifrost, its separately sold open source AI gateway, and no longer publishes plans for the evaluation platform, which its documentation still offers through sign up and a demo. Maxim bundles more of the lifecycle in one managed platform; Langfuse offers more control and a much larger community.
On the Agentic Index agent infrastructure ranking, Langfuse clears the bar and Maxim AI does not. Langfuse documents all five production contract capabilities in full; Maxim AI does not document security and identity governance in full. 34 of the 186 vendors in the lane clear it. See the agent infrastructure ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Langfuse and Maxim AI are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 956 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Langfuse if
- Self hosting under MIT and community scale are your selection criteria
- A published price you can budget against matters to your approval process
- You want the observability substrate and will compose the rest yourself
Choose Maxim AI if
- Agent simulation before production is a first class requirement
- A no code agent builder alongside evaluation lets people outside engineering test changes
- You prefer one managed lifecycle platform over assembling components
| At a glance | Langfuse | Maxim AI |
|---|---|---|
| Category | Agent infrastructure | Agent infrastructure |
| Entry price | Free Hobby (50K units/mo) · Core $29/mo · open source self host | Plans not published · sign-up and demo via the docs |
| Free / trial | Free Hobby plan, no card (50K units/mo, 2 users) | Sign-up and a demo are offered through the Maxim documentation; whether sign-up includes a free plan or trial is not stated |
| Pricing confidence | public exact | contact only |
| Feature | L Langfuse |
M Maxim AI |
|---|---|---|
| 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. |
No / Not documented | 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. |
Full / Explicit | Full / Explicit |
| 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. |
No / Not documented | No / Not documented |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Partial | Partial |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Full / Explicit |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Full / Explicit |
|
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. |
Full / Explicit | 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. |
Full / Explicit | Full / Explicit |
| 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 Langfuse |
M Maxim AI |
|---|---|---|
|
Entry price Lowest public entry point |
Free Hobby (50K units/mo) · Core $29/mo · open source self host | Plans not published · sign-up and demo via the docs |
|
Pricing confidence How public the numbers are |
Public, exact | Contact only |
|
Billing Primary billing axis |
usage | Not published; the platform's plans no longer appear on getmaxim.ai/pricing, and its documentation offers sign-up and a demo |
|
Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
Free tier
|
No free tier
|
|
Buying motion Self-serve vs sales call |
Self-serve | Mixed |
Maxim's site now leads with Bifrost, its open source AI gateway, which is sold separately. Plans for the Maxim evaluation platform are no longer published; its documentation still offers sign up and a demo. Langfuse was acquired by ClickHouse in January 2026 and continues as an open source, self hostable platform under the MIT license. Buyers outside the ClickHouse ecosystem should weigh roadmap priorities accordingly.
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