The 3 Best OpenTelemetry Alternatives in 2026
Looking for an alternative to OpenTelemetry? Below we compare the best llm observability & evals alternatives by pricing, free tiers, and what each is best for — so you can pick the right fit for your budget and stack.
Category
LLM Observability & Evals
OpenTelemetry pricing
Free tier available
Free tier
Yes
Alternatives
3 compared
Why look for a OpenTelemetry alternative?
OpenTelemetry is a solid llm observability & evals choice, but it isn't the right fit for everyone. The most common reasons teams evaluate alternatives:
- −No UI, evals or prompt management of its own
- −You still have to pick and pay for (or run) a backend
- −GenAI conventions are still evolving, so attribute names can shift
OpenTelemetry vs Alternatives — Quick Comparison
| Tool | Pricing | Free tier | Rating |
|---|---|---|---|
| OpenTelemetryYou searched | Free | 4.6 | |
| 1.Langfuse | Free · paid from $29/mo | 4.7 | |
| 2.Braintrust | Free · paid from $249/mo | 4.6 | |
| 3.LangSmith | Free · paid from $39/seat/mo | 4.5 |
Top OpenTelemetry Alternatives, Explained
1. Langfuse
Free tier4.7· Free · paid from $29/moLangfuse is the most widely deployed open-source platform in this category: traces, cost and latency per call, datasets, LLM-as-judge evals and a versioned prompt registry. ClickHouse acquired it in January 2026, and the MIT licence and self-hosting path were kept. The cloud prices by units (traces, observations and scores) rather than seats. Core is $29/month for 100k units and 90 days of data, and each extra 100k units is $8. Pro at $199 buys three years of retention rather than more volume.
- Genuinely open source and self-hostable
- Unit pricing does not punish adding teammates
- Framework-agnostic: OpenTelemetry, LangChain, LlamaIndex, raw SDKs
2. Braintrust
Free tier4.6· Free · paid from $249/moBraintrust starts from evaluation rather than tracing: experiments, datasets, scorers and a playground for comparing prompts and models side by side, with production logging on the same data. Every plan has unlimited users. The free Starter plan includes 1 GB of processed data and 10k scores with 14-day retention. Pro is $249/month for 5 GB and 50k scores, then $3/GB and $1.50 per 1,000 scores, and qualifying startups can get 6–12 months of Pro free. It is closed source; there is no self-hosted tier below Enterprise.
- Strongest eval and experiment workflow in the category
- Unlimited users, so PMs and domain experts can review outputs
- Generous startup program
3. LangSmith
Free tier4.5· Free · paid from $39/seat/moLangSmith comes from the team behind LangChain and LangGraph, and it shows: agent graphs, tool calls and state transitions render without extra instrumentation, and it now ingests OpenTelemetry for everything else. The free Developer plan is one seat with 5,000 base traces a month. Plus is $39 per seat with 10,000 traces and pay-as-you-go above that. Base traces keep 14 days; 180-day extended retention costs more per trace. LangChain has repriced traces more than once in 2026, so model your volume in its calculator. Self-hosting is an Enterprise option.
- Best-in-class visibility into LangGraph and LangChain agents
- Mature evals, datasets and annotation queues
- Accepts OpenTelemetry traces from non-LangChain code
Frequently Asked Questions
What are the best alternatives to OpenTelemetry in 2026?⌄
The best OpenTelemetry alternatives in 2026 are Langfuse, Braintrust, LangSmith. Each is a llm observability & evals option you can compare on pricing, free tiers, and features in the table above.
Is there a free alternative to OpenTelemetry?⌄
Yes — Langfuse, Braintrust, LangSmith offer free tiers, making them strong free OpenTelemetry alternatives for bootstrapped startups.
Why look for a OpenTelemetry alternative?⌄
A common reason teams switch is no ui, evals or prompt management of its own. Beyond that, people compare llm observability & evals tools on pricing, specific feature gaps, ease of use, and whether an open-source or free-tier option exists — so they can pick the best fit for their stack and budget.
What is the cheapest OpenTelemetry alternative?⌄
Langfuse is among the most affordable OpenTelemetry alternatives — free · paid from $29/mo. Check the comparison table above for the full pricing breakdown.
Which OpenTelemetry alternative is rated highest?⌄
Langfuse is the highest-rated OpenTelemetry alternative in our catalog at 4.7 out of 5, making it a strong pick if you want a well-reviewed option.
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