Traccia Review (2026): Pricing, Features & Honest Verdict

Traccia is an agent observability and governance platform with an OpenTelemetry-native SDK, free at 50,000 events a month. The tracing is solid and the volume pricing checks out, but the governance features it markets are locked behind Enterprise. Best for: teams tracing agents in production. Price: From $99/mo (free plan: yes). Rating: 6.5/10

What is Traccia?

Traccia launched on Product Hunt on 27 August 2026 at #3 for the day, pitched as a vendor-neutral control plane for AI agents. It is a product of Algen AI Private Limited, a company registered in India with CIN U62020KA2026PTC215610 and an address at WeWork Roshni Tech Hub in Bengaluru. The team runs an open pre-seed round and lists founders@traccia.ai as its contact for investors.

The job it does is tracing. You install a Python or Node SDK, it emits OpenTelemetry spans, and Traccia gives you a unified registry of every agent running across LangChain, CrewAI and the OpenAI Agents SDK, with cost attribution across what the site says is 2,500 or more models. On top of that sit evaluation tooling, a prompt registry, PII detection, policy monitoring, and compliance reporting aimed at the EU AI Act and HIPAA. We found the observability half of that promise delivered and priced sensibly, and the governance half sold in the marketing but withheld from every plan you can buy with a credit card.

What Are Traccia’s Key Features?

OpenTelemetry-native tracing across frameworks

Traccia’s SDK is open source and emits standard OpenTelemetry, which matters more than it sounds. It means your traces are portable and you are not locked into a proprietary wire format. The registry tracks agents across LangChain, CrewAI and the OpenAI Agents SDK in one place, and every LLM call, tool use and agent decision shows up in the trace. Cost attribution runs alongside it, so you can answer which agent burned which portion of last month’s model bill instead of guessing from a provider invoice.

Two capture modes, and PII redaction that runs before export

This is the best-designed part of the product. Full-trace mode captures model, tokens, cost, latency, truncated prompts and completions, tool inputs and outputs, retries and guardrail evaluations. Metadata-only mode captures timing, token usage, cost, retry counts, tool usage stats, policy evaluations and outcome status, with no prompt or completion text at all. You switch between them with truncation limits and skip_args or skip_result flags. Redaction is on by default and masks emails, US phone numbers and SSN-like patterns on sensitive span attributes, and all of it happens inside the SDK before anything leaves your process. Traccia does not proxy your API calls and does not store your credentials.

Evaluation, prompts and experiments

Beyond tracing there is a prompt registry with version control and deployment tracking, a playground for comparing versions, and datasets, scorers and experiments for running evaluations that produce immutable reports. Data lineage nodes map how a decision propagates across agents, models and tools, which is the “compliance graph” the marketing talks about. Lineage is a Scale-tier feature, not something you get at $99.

Policy monitoring, with a large caveat

The homepage leads with hard blocks that stop an agent mid-execution before it violates a policy, plus anomaly detection and spend limits. Read the comparison table and the picture changes. Policy Alerts appear at Govern. Guardrails Alerts and Anomaly Detection appear at Scale. Policy Enforcement, the hard block itself, is Enterprise only. So is the hard spend cap. The $299 tier is called Govern and it can tell you a policy was violated, but it cannot stop the agent that violated it.

How Much Does Traccia Cost?

Traccia starts free. The Hobby tier gives you 50,000 events a month with seven-day retention and no overage option. Observe is $99 a month for 500,000 events, $12 per additional 100,000, and 30-day retention. Govern is $299 a month for 2 million events, $8 per additional 100,000, and 90-day retention. Scale is $799 a month for 10 million events, $5 per additional 100,000, and one-year retention. Enterprise is custom with ten-year retention. An event is defined clearly on the page as any trace, span or LLM call, and both agent workflows and standalone completions count.

Credit where it is due: the volume discount claim reconciles. Divide price by included events and you get $19.80 per 100,000 on Observe, $14.95 on Govern and $7.99 on Scale. That is a real 2.5x improvement across the ladder, not a rounding trick. Better still, the overage rate on every paid tier sits below that tier’s own included rate, at roughly 60 percent of it. Most vendors punish you for going over. Traccia charges you less.

Which produces an odd result. Run 2 million events on Observe and you pay $99 plus fifteen overage blocks at $12, or $279. Govern gives you the same 2 million events for $299. Staying on the cheaper tier and blowing through the allowance is $20 a month better. The upgrade to Govern is a purchase of policy alerts and basic analytics, not of volume, and the pricing page does not say so. The same maths says stay on Govern until roughly 8.25 million events, which is where Scale finally becomes the cheaper option.

Against the field, Traccia’s entry tier is expensive. Langfuse Core is $29 a month with 100,000 units included and $8 per additional 100,000, so 500,000 units costs $61 against Traccia’s $99. Langfuse charges $8 per 100,000 flat where Traccia’s Observe tier charges $12. LangSmith’s Developer plan is $0 per seat with 5,000 base traces a month, and Plus is $39 per seat with 10,000. Helicone’s Hobby tier is free with 10,000 requests and Pro is $79 a month. Traccia’s answer to that is no per-seat pricing on any paid plan, which is a real advantage for a team of ten, and a launch code, TRACCIAPH, for three months free.

Who is Traccia Best For?

Use Traccia if you are running agents in production, you want OpenTelemetry rather than a proprietary format, and your compliance posture will not let you ship prompt text to a vendor. Metadata-only mode with default-on redaction and no call proxying is a better security story than most of this category offers, and the no-per-seat policy means adding engineers costs nothing.

Use Traccia if your team is large enough that per-seat pricing hurts. At ten engineers, LangSmith Plus is $390 a month before usage. Traccia Observe is $99 with unlimited users.

Skip Traccia if you are buying it for the governance. Every feature in the enforcement story, the hard block, the spend cap, SCIM, scheduled exports and the analytics API, is Enterprise only, and Enterprise has no published price. Skip it if you only need tracing and want the best price, because Langfuse does 500,000 units for $61 against Traccia’s $99. And skip it if audit logging is a hard requirement, for the reason below.

Best Traccia Alternatives

Langfuse is the direct comparison and currently the better-value one. Hobby is free with 50,000 units, Core is $29 a month, Pro is $199, and Enterprise is $2,499. Overage is $8 per 100,000 units on every tier with volume discounts on top, and there is a public pricing calculator. Langfuse is open source, widely deployed, and its Enterprise tier lists Audit Logs and SCIM as included features at a published price.

LangSmith is the pick if you already build on LangChain. Developer is $0 per seat with 5,000 base traces a month, Plus is $39 per seat with 10,000, and usage runs on LangChain Compute Units at $1.50 each and Storage Units at $1.00 each. The evaluation tooling is the most mature in the category. The seat pricing is what will decide it for you.

Helicone is the lighter option. Hobby is free with 10,000 requests, 1GB of storage and one seat. Pro is $79 a month with unlimited seats, alerts, reports and its own query language. Team is $799 with five organisations and SOC 2 and HIPAA compliance. Helicone is a proxy-based gateway rather than an SDK, which is simpler to install and a different security trade-off from Traccia’s no-proxy design.

Final Verdict: Is Traccia Worth It?

The engineering here is better than the packaging. Traccia’s capture modes, default-on PII redaction, no-proxy architecture and OpenTelemetry-native SDK show a team that thought carefully about what a regulated buyer actually needs. The pricing arithmetic is honest in a way that is rare: the volume discount is real, the overage rate is below the included rate on every tier, and the unit is defined in plain language on the page. No per-seat charge on any paid plan is the right call.

Two things cap the score. First, the product is sold as governance and the governance is not for sale below Enterprise, which has no published price. A tier literally named Govern that cannot enforce a policy is a packaging decision that will cost them trust. Second, and worse for a company selling compliance evidence for the EU AI Act and HIPAA, its own feature comparison table shows Audit Logs as unavailable on all five tiers, Enterprise included, while the about page lists “audit-ready reporting for regulated environments” as a problem it exists to solve. No founder or employee is named anywhere on the site either. Take the free tier, take the three months from TRACCIAPH, and use it as a tracing tool. Do not buy it as a control plane until the enforcement features reach a tier with a price on it.