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SlateIndex

Tempo alternatives

New

Open-source, high-scale distributed tracing backend

ObservabilityNew York, NY1,001–5,000 employees

Visibility score
7.1%
New vs last week
Weekly run · Nov 3

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

Alternatives · updated Nov 3, 2026

Tempo alternatives: top competitors compared

Tempo has a visibility score of 7.1 in Observability, #12 of 45. AI answers that name Tempo most often also name these 4.

What AI answers fault Tempo for

Demands significant internal engineering time to maintain and scale

Raised in 1 collected answer.

Quick reference

AlternativeBest forStarting priceVisibilityKey differentiator
GrafanaTeams that want open-standard observability without lock-in, from startups to Fortune 500 enterprisesFree; paid from $19 / mo47.8%Built on open standards like OpenTelemetry and Prometheus with an open source foundation, so existing tools and data sources connect without rip-and-replace
Loki——12%Indexes only labels, not log content, and stores compressed chunks in object storage such as S3.
DatadogEngineering teams that maintain, optimize and secure cloud or hybrid environments$0.05 / mo69.5%Observability and security in one AI-powered platform, with more than 1,000 built-in integrations
New RelicEngineers responsible for application and system uptime and reliability, and teams that want full-stack observability starting from a free tier.Free; paid from $10 / mo47.1%Usage-based pricing built on users and data ingest or compute, with no per-host counting and no charges for data egress or hydration.

Grafana suits teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises.

Quick facts

  • Free; paid from $19 / mo · usage-based
  • Free plan available
  • 47.8% visibility score · #2 in Observability

Key features

  • Grafana Cloud — Fully managed observability platform unifying metrics, logs, traces, profiles and business data.
  • Grafana — Open source dashboarding and data visualization tool, created in 2013.
  • Grafana Enterprise — Self-managed commercial edition of Grafana.
  • Grafana Assistant — AI agent embedded in Grafana Cloud for questions, dashboards and automated routine work.

Grafana vs Tempo

DimensionGrafanaTempo
Visibility score47.8%7.1%
Pricing modelUsage-based—
Entry priceFree; paid from $19 / mo—
Free planYes—
TrialFree plan available—

Pros

  • Permanent free tier
  • Open, composable, flexible platform
  • Strong open-source, Prometheus and OpenTelemetry support
  • Cost-effective, good value
  • Managed hosting

Cons

  • Complex multi-dimensional usage-based billing
  • Self-hosting demands significant engineering maintenance
  • Capped free-tier limits
Full Grafana vs Tempo comparison

Loki is ranked #11 in Observability.

Quick facts

  • Pricing not available
  • 12% visibility score · #11 in Observability

Key features

  • Loki — Open-source log aggregation that indexes labels only and stores compressed log chunks in object storage.
  • Grafana Enterprise Stack — Self-managed bundle that includes Loki, Mimir and Tempo.

Loki vs Tempo

DimensionLokiTempo
Visibility score12%7.1%
Pricing model——
Entry price——
Free plan——
Trial——

Pros

  • Open-source, standards-driven telemetry stack
  • Composable dashboards and data visualization
  • Built natively around OpenTelemetry
  • Managed cloud offering with a permanent free tier
  • Cost-effective compared with licensed platforms

Cons

  • Requires internal engineering time to maintain, configure, and scale
  • Ongoing infrastructure, storage, and maintenance costs
Full Loki vs Tempo comparison

Datadog suits engineering teams that maintain, optimize and secure cloud or hybrid environments.

Quick facts

  • $0.05 / mo · usage-based
  • 69.5% visibility score · #1 in Observability
  • 1000+ native integrations

Key features

  • Infrastructure Monitoring — SaaS metrics, visualizations and alerting for cloud, hybrid and on-premise infrastructure.
  • APM — Monitors application performance with distributed traces and service overviews.
  • Log Management — Collects, searches and analyzes logs in context with metrics and traces.
  • Bits AI — AI agents that chat with telemetry, investigate alerts and help remediate issues.

Datadog vs Tempo

DimensionDatadogTempo
Visibility score69.5%7.1%
Pricing modelUsage-based—
Entry price$0.05 / mo—
Free planNo—
Trial——

Pros

  • Market-leading observability platform
  • All-in-one platform breadth across infrastructure, APM, logs and security
  • Great out-of-the-box integrations and ease of use
  • AI-assisted troubleshooting and unified full-stack correlation
  • Free trial available

Cons

  • Rising costs at scale and sticker shock as log and trace volumes grow
  • Complex, opaque billing and surprise overage fees
Full Datadog vs Tempo comparison

New Relic suits engineers responsible for application and system uptime and reliability, and teams that want full-stack observability starting from a free tier..

Quick facts

  • Free; paid from $10 / mo · usage-based
  • Free plan available
  • 47.1% visibility score · #3 in Observability
  • 800+ native integrations

Key features

  • APM — Application performance monitoring with distributed tracing, linked to customer experience and revenue.
  • Digital Experience Monitoring — Browser, mobile and synthetic monitoring with session replay to find user friction.
  • AI and Agentic Monitoring — Monitors model and agent interactions, including token usage and cost.
  • Infrastructure Monitoring — Health of cloud-native and Kubernetes environments, tied to the applications running on them.

New Relic vs Tempo

DimensionNew RelicTempo
Visibility score47.1%7.1%
Pricing modelUsage-based—
Entry priceFree; paid from $10 / mo—
Free planYes—
TrialFree plan available—

Pros

  • Generous permanent free tier with 100 GB monthly ingest
  • Easy setup and quick APM start with minimal upfront cost
  • Unified, consumption-based pricing model
  • Strong full-stack observability platform and APM pioneer
  • Value and accessibility with AI-assisted querying and diagnostics

Cons

  • Costs can surprise as log and trace volume scales
  • Pricing requires careful cost governance and depends on usage
Full New Relic vs Tempo comparison

How to choose

Match the pricing model to your cost driver: headcount, usage or features.

PlatformPricing modelStarting price
Tempo——
GrafanaUsage-basedFree; paid from $19 / mo
Loki——
DatadogUsage-based$0.05 / mo
New RelicUsage-basedFree; paid from $10 / mo

More alternatives

Ranked by how often AI answers name them alongside Tempo in the latest weekly run.

Cite as: SlateIndex, “Tempo AI visibility profile”, https://slateindex.ai/brand/tempo, data of Nov 3, 2026. Licence: CC BY 4.0.