GPT4All vs Helicone
Overview
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CLI (Node.js)
Manual
Detailed Comparison
It is an open-source observability platform for GPT-3 users. Save on your OpenAI bills and identify application issues by monitoring usage, latency, and costs. | It is an ecosystem to run powerful and customized large language models that work locally on consumer-grade CPUs and any GPU. |
Open-source observability platform;
Track usage, costs, and latency metrics | Ask GPT4All about anything;
Personal writing assistant;
Understand documents;
Get guidance on easy coding tasks |
Statistics | |
GitHub Stars 4.7K | GitHub Stars 76.9K |
GitHub Forks 445 | GitHub Forks 8.3K |
Stacks 2 | Stacks 18 |
Followers 4 | Followers 6 |
Votes 0 | Votes 0 |
Integrations | |
What are some alternatives to Helicone, GPT4All?
Grafana
Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.
Kibana
Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.
Prometheus
Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.
Nagios
Nagios is a host/service/network monitoring program written in C and released under the GNU General Public License.
Netdata
Netdata collects metrics per second & presents them in low-latency dashboards. It's designed to run on all of your physical & virtual servers, cloud deployments, Kubernetes clusters & edge/IoT devices, to monitor systems, containers & apps
Zabbix
Zabbix is a mature and effortless enterprise-class open source monitoring solution for network monitoring and application monitoring of millions of metrics.
Sensu
Sensu is the future-proof solution for multi-cloud monitoring at scale. The Sensu monitoring event pipeline empowers businesses to automate their monitoring workflows and gain deep visibility into their multi-cloud environments.
Graphite
Graphite does two things: 1) Store numeric time-series data and 2) Render graphs of this data on demand
Lumigo
Lumigo is an observability platform built for developers, unifying distributed tracing with payload data, log management, and real-time metrics to help you deeply understand and troubleshoot your systems.
StatsD
It is a network daemon that runs on the Node.js platform and listens for statistics, like counters and timers, sent over UDP or TCP and sends aggregates to one or more pluggable backend services (e.g., Graphite).
