AI · alternatives · 2026
24 alternatives to ReliaAI
AI Governance & Guardrails Template for FastAPI
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
ReliAPI▲87Stop losing money on failed OpenAI and Anthropic API calls.
Dec 2025 · kikuai-lab.github.io · its alternatives →
- 2
Perfai Security▲291Find & fix live vulnerabilities in Vibe Apps with 1-prompt.
Jul 2026 · perfai.ai · its alternatives →
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remio▲541remio is designed to free you from being a manual data porter for AI. By syncing your full context, it builds a zero-effort Second Brain that understands your work as well as you do. We call this AI knowledge base "remio", because we want to build a local first app to "remember every input and output". As knowledge workers, we are stuck copy-pasting context just to get a decent answer. We spend more time digging through scattered Slack threads, Google Docs, and local files than actually doing the work. So here is what we made: 1. Connect once: It automatically indexes your full context—web…
2025 · remio.ai · its alternatives →
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traceAI▲273Open-source LLM tracing that speaks GenAI, not HTTP.
Apr 2026 · github.com · its alternatives →
- 5

The modern standard in AML compliance through AI agents
2023 · flagright.com · its alternatives →
- 6AF
We’ve built an AI risk assessment tool designed specifically for GenAI/LLM applications. It's still early, but we’d love your feedback. Here’s what it does: 1. it performs comprehensive AI risk assessments by analyzing your codebase against different AI regulation/framework or even internal policies. It identifies potential issues and suggests fixes directly through one click PRs. 2. the first framework the platform supports is OWASP Top 10 for LLM Applications 2025, upcoming framework will be ISO 42001 as well as custom policy documents. 3. we're a small, early stage team, so the…
2025 · gettavo.com · its alternatives →
- 7RA
Hi HN, we are the founders of Relari (https://www.relari.ai). We launched our LLM evaluation stack on HN a few months ago (https://news.ycombinator.com/item?id=39641105), which is now used in production by AI teams at companies like Vanta and PwC. We have since expanded to directly optimizing parts of an LLM pipeline using a data-driven approach. In particular, we see a lot of potential in the Auto Prompt Optimization—which could be an attractive alternative to fine-tuning in many cases—to use data to align LLMs for domain-specific tasks. Here’s a demo video:…
2024 · its alternatives →
- 8
Relia▲1The Trust and Safety Layer for AI-generated software.
Mar 2026 · tryrelia.com · its alternatives →
- 9

Deepmark AI enables a unique testing environment for language models (LLM) assessment on task-specific metrics and on your own data so your GenAI-powered solution has predictable and reliable performance. - IngestAI/deepmark
2023 · github.com · its alternatives →
- 10

Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking. - mozilla-ai/otari
Jul 2026 · github.com · its alternatives →
- 11

Runtime governance for AI agents. Allow, warn, or block every model and tool call before it commits. Hash-chained audit for every decision. Compliance packs for SOC 2, HIPAA, PCI DSS, EU AI Act, SR 11-7, and FDA CSA. Apache 2.0. - sseshachala/conductai
Aug 2026 · github.com · its alternatives →
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Promptly▲13An AI Cost Optimization Infrastructure for LLM Applications
Mar 2026 · getpromptly.in · its alternatives →
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Hi HN, we're Ashpreet, Eli and Yash and we're excited to share Phidata: a collection of AI Apps built with open-source tools. While helping teams build AI products, we built templates for spinning up LLM Apps quickly. Today we're open-sourcing our templates for building: - RAG LLM Apps - Autonomous LLM Apps - Multimodal LLM Apps - Data Engineering LLM Apps Templates are built with FastApi for serving, Streamlit for prototyping, PgVector for vectors and PosgreSQL for storage. Run them locally using docker and in production on AWS - with 1 command. - Github:…
2023 · github.com · its alternatives →
- 16

AI guardrails and governance for production GenAI
Feb 2026 · guardrailx.org · its alternatives →
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- 18

A zero-trust security layer between your apps and LLMs
Jan 2026 · its alternatives →
- 19

OpenAI-compatible unrestricted AI and uncensored LLM API for enterprise teams: AI red teaming, cybersecurity, trust and safety, synthetic data/evals, ML research, and defense/government contractor workflows. Policy Gateway adds policy-as-code, per-project keys, audits, and zero retention by default.
Jan 2026 · abliteration.ai · its alternatives →
- 20

I’ve been building LLM tooling for a small VC fund and found myself explaining the same mental model over and over to non-technical people around me: how a stateless LLM becomes a chatbot, how tool use works, what an agent is mechanically, and why context windows shape all of it. I never found a guide that covered that full chain at the level I wanted, so I wrote one. It’s nine short chapters, each building on the last. Deliberately simplified: the goal is a useful mental model, not a textbook. Feedback, corrections, and contributions welcome: github.com/ymyke/aiaiai
Apr 2026 · aiaiai.guide · its alternatives →
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ClearGPT AI▲16The first secure GenAI platform for enterprise-grade LLMs
2023 · clear.ml · its alternatives →
- 23

AI Security, Without the Hallucinations
Feb 2026 · risk-mirror.vercel.app · its alternatives →
- 24

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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 →