AI · alternatives · 2026
24 alternatives to Nirixa AI
AI observability & cost intelligence for LLM apps
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
OpenTelemetry-native observability for agents and LLMs
Aug 2026 · openobserve.ai · its alternatives →
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TensorZero▲307Hi HN! We're Gabriel & Viraj, and we're excited to open source TensorZero. To be a little cheeky, TensorZero is an open-source platform that helps LLM applications graduate from API wrappers into defensible AI products. 1. Integrate our model gateway 2. Send metrics or feedback 3. Unlock compounding improvements in quality, cost, and latency It enables a data & learning flywheel for LLMs by unifying: • Inference: one API for all LLMs, with <1ms P99 overhead • Observability: inference & feedback → your database • Optimization: better prompts, models, inference strategies • Experimentation:…
2025 · github.com · its alternatives →
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Aggregate uptime monitoring across OpenAI, Claude, and more
Apr 2026 · tools.lamatic.ai · its alternatives →
- 4
Calculate and compare the cost of the latest LLM APIs
2024 · docsbot.ai · its alternatives →
- 5Langtrace AI▲119
Improve your LLM apps with open-source observability tool
2024 · langtrace.ai · its alternatives →
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Velona AI▲144AI that finds hidden fleet costs before they hit your P&L
Oct 2025 · velona.ai · its alternatives →
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LLM Pricing▲178LLMs price comparison tool developed and updated by LLM
2024 · ailesson.io · its alternatives →
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Afford AI▲11Track LLM usage, costs & tokens with real-time insights.
2025 · affordai.io · its alternatives →
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I work as a SAP Integration consultant and built this as a side project. Friction point: Most self hosted LLM observability tools require Postgres, Redis and non trivial infrastructure. Teams just want to see what their agents are actually doing in Production, that set up cost discorages adoption. Torrix runs as a single docker contained backed by SQLite. The full install is: curl -o docker-compose.yml https://raw.githubusercontent.com/torrix-ai/install/main/doc... docker compose up No external dependencies. All data stays in a local SQLite file on your machine.…
May 2026 · github.com · its alternatives →
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Monitor every LLM API call and cost in real time
Mar 2026 · aicostguard.com · its alternatives →
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Torrix▲3Self-hosted LLM observability. Every token. Every dollar.
Apr 2026 · torrix.ai · its alternatives →
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AI Cost Bar▲13Calculate LLM API call costs right from the menubar
2025 · aicostbar.com · its alternatives →
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Promptly▲13An AI Cost Optimization Infrastructure for LLM Applications
Mar 2026 · getpromptly.in · its alternatives →
- 20
An open source Next app template to monitor your AI apps
2025 · github.com · its alternatives →
- 21
Hi HN, we're Kiran and Vijay! Over the past two years, we have built a columnar storage engine for observability: logs, metrics, and traces. Today, it's exciting for us to show what we've built on top of that foundation: LLM Agent Observability. Given how non-deterministic agents are, storing all traces without sampling was critical for us. But these traces tend to be in the MBs, sometimes GBs - we needed to store them inexpensively. We also needed the queries and analyses to be fast. To meet both these goals, we store them in S3 in our own parquet-like file format, and query them using AWS…
Jul 2026 · oodle.ai · its alternatives →
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Real-time observability for Claude & OpenAI APIs
Jun 2026 · llm-web-production.up.railway.app · its alternatives →
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Ledda▲9See what your AI agents are actually doing in production
Mar 2026 · ledda.ai · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →