Alternatives

Tokencost alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Tokencost

Easy token price estimates for 400+ LLMs. TokenOps.

86
Quality
83
Trust
2.0K
Stars
#1

Llmgateway

Similarity 129Trust 89Excellent 97

Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.

1.3K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add theopenco/llmgateway
#2

Future Agi

Similarity 128Trust 95Excellent 100

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

1.2K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add future-agi/future-agi
#3

Openobserve

Similarity 127Trust 97Excellent 100

Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment.

19K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add openobserve/openobserve
#4

Hertzbeat

Similarity 125Trust 93Excellent 100

An AI-powered next-generation open source real-time observability system.

7.3K starsJun 15, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat
#5

Greptimedb

Similarity 125Trust 94Excellent 100

The open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.

6.4K starsJun 16, 2026 pushdevopsRustObservability
$ npx skills add GreptimeTeam/greptimedb
#6

Opensre

Similarity 123Trust 94Excellent 100

Build your own AI SRE agents. The open source toolkit for the AI era.

7.0K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add Tracer-Cloud/opensre
#7

Logfire

Similarity 122Trust 92Excellent 100

AI observability platform for production LLM and agent systems.

4.3K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add pydantic/logfire
#8

Skywalking

Similarity 120Trust 96Excellent 100

APM, Application Performance Monitoring System

25K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking
#9

Signoz

Similarity 119Trust 94Excellent 100

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

27K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add SigNoz/signoz
#10

Jaeger

Similarity 119Trust 95Excellent 100

CNCF Jaeger, a Distributed Tracing Platform

23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger
#11

Vector

Similarity 119Trust 95Excellent 100

A high-performance observability data pipeline.

22K starsJun 16, 2026 pushdevopsRustObservability
$ npx skills add vectordotdev/vector
#12

Thanos

Similarity 119Trust 98Excellent 100

Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos
#13

Fastapi Observability

Similarity 119Trust 93Excellent 96

Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.

1.1K starsApr 12, 2026 pushdevopsPythonObservability
$ npx skills add blueswen/fastapi-observability
#14

Doris

Similarity 119Trust 96Excellent 100

Apache Doris is an easy-to-use, high performance and unified analytics database.

15K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/doris
#15

Kibana

Similarity 119Trust 92Excellent 100

Your window into all of your data

21K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add elastic/kibana
#16

Zipkin

Similarity 119Trust 94Excellent 100

Zipkin is a distributed tracing system

17K starsApr 8, 2026 pushdevopsJavaObservability
$ npx skills add openzipkin/zipkin

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Tokencost if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.