AgentOps vs Langfuse Comparison
AgentOps
Starting at $40 /month
- Small Business
- Medium Business
AgentOps records what an agent did on every run and lets an engineer rewind through it afterwards. Each model call, each action the agent took and each handoff between agents is captured as an event with its input, its o…
Langfuse
Starting at Free free
- Small Business
- Mid-Market
Langfuse is an open-source LLM engineering platform for tracing, evaluation, prompt management, and metrics. It provides detailed traces of LLM application executions — capturing every LLM call, tool use, retrieval step,…
Langfuse leads on user satisfaction with a 4.7-star rating across 185 reviews.
AgentOps vs Langfuse — at a glance
| Feature | AgentOps | Langfuse |
|---|---|---|
| Rating | — | 4.7 / 5 |
| Reviews | — | 185 |
| Starting price | $40 /month | Free free |
| Free trial | No | No |
| Free version | No | No |
| Best for | Small Business, Medium Business, Large Enterprises | Small Business, Mid-Market, Enterprise |
| Category | AI Agent Observability | MLOps Platforms |
| Platforms | SaaS/Web/Cloud | Cloud, On-Premise, Linux |
| API | Available | Available |
| Support modes | Online | GitHub Issues, Discord Community, Email Support, Enterprise Support |
Key differences between AgentOps and Langfuse
- Pricing: AgentOps starts at $40 /month, while Langfuse starts at Free free.
- Deployment: AgentOps supports SaaS/Web/Cloud; Langfuse supports Cloud, On-Premise, Linux.
AgentOps vs Langfuse — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most AI Agent Observability tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
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AgentOps vs Langfuse: Biggest differences
Start here before you go deeper into features.
Small Business, Medium Business, Large Enterprises
Small Business, Mid-Market, Enterprise
AgentOps typically suits Small Business and Medium Business. Langfuse tends to fit Small Business and Mid-Market better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | AgentOps records what an agent did on every run and lets an engineer rewind through it afterwards. Each model call, each action the agent took and each handoff between agents is captured as ... Read More about AgentOps | Langfuse is an open-source LLM engineering platform for tracing, evaluation, prompt management, and metrics. It provides detailed traces of LLM application executions — capturing every LLM ... Read More about Langfuse |
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Entry Level Pricing |
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Free Trial Availability |
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SpotScoreWhat's this? ↗ | Not Available | 9.4/10 |
User RatingsBased on verified Spotsaas reviews | ||
Get pricing help | Get pricing help |
Where each option fits best
See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.
Based on buyer reviews and verified product data collected by Spotsaas.
Key strengths
- Data Sovereignty for AI Traces: Self-hosted MIT deployment keeps all LLM traces, prompts, and evaluation data on company infrastructure — critical for regulated industries.
- Free at Scale: 50k free cloud traces plus unlimited self-hosted cover most production AI applications without per-trace cost anxiety.
- Product-Level AI Analytics: Session grouping lets you analyze how users interact with AI features across multi-turn conversations — beyond per-call debugging.
Best fit
- European and regulated-industry teams self-hosting LLM observability to maintain data residency compliance
- Early-stage AI startups instrumenting production LLM applications at zero cost with the cloud free tier
- Teams running systematic LLM-as-judge evaluations to catch prompt quality regressions before deployment
Software Demo
Demo |  AgentOps has not given any software demo yet If you're the owner of this profile, add your demo.Contact us |
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How do AgentOps and Langfuse Compare on Features?
Total Features | 7 Features | 16 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare AgentOps and Langfuse on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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AgentOps vs Langfuse: Other Details
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Get help choosing | Get help choosing |
AgentOps User Reviews & Rating Comparison
User Ratings | No reviews available for the product | 4.7 (based on 185 reviews) |
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Rating Distribution | No reviews available for this product | |
Spotsaas Editor’s POV generated by AI | Buyer sentiment No reviews exist for this product in this catalogue, so no buyer sentiment can be reported. | Buyer sentiment Buyer sentiment is very strong across 185 reviews, with consistently positive feedback. What buyers like
Common complaints
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Pros and Cons | No pros or cons available for this product |
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, AgentOps or Langfuse?
- Langfuse edges out the other on user ratings (4.7 vs -1.0). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
- Do AgentOps and Langfuse offer a free trial?
- Neither AgentOps nor Langfuse currently lists a free trial.
- What is the starting price of AgentOps vs Langfuse?
- AgentOps starts at $40 /month. Langfuse starts at Free free.
- What are the top alternatives to Langfuse?
- Top alternatives to Langfuse include LangSmith, Helicone, Comet ML, Rakuten SixthSense Observability, Dynatrace.