AI · alternatives · 2026
24 alternatives to Optimize_anything: A Universal API for Optimizing Any Text Parameter
We built optimize_anything, an API that optimizes any artifact representable as text — code, prompts, agent architectures, configs, even SVGs. It extends GEPA (our prompt optimizer, discussed here previously: https://arxiv.org/abs/2507.19457) far beyond prompts. The API is deliberately minimal. You provide what to optimize and how to measure it: import gepa.optimize_anything as oa def evaluate(candidate: str) -> tuple[float, dict]: result = run_my_system(candidate) return result.score, {"error": result.stderr, "runtime": f"{result.time_ms}ms"} result =…
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
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Text optimization tool to rank higher in search engines
2021 · textoptimizer.com · its alternatives →
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A/B Testing tool (a brand new version)
2014 · vwo.com · its alternatives →
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Promptimize AI▲330Your personal prompt engineer across all AI platforms
2025 · promptimizeai.com · its alternatives →
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Recently I've been working on making LLM evaluations fast by using bayesian optimization to select a sensible subset. Bayesian optimization is used because it’s good for exploration / exploitation of expensive black box (paraphrase, LLM). I would love to hear your thoughts and suggestions on this!
2024 · github.com · its alternatives →
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A tool for optimizing images and vector graphics
2021 · github.com · its alternatives →
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Experiment, learn and launch features anywhere in your stack
2017 · optimizely.com · its alternatives →
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Optimizely▲19Optimization platform for websites (A/B testing)
2014 · optimizely.com · its alternatives →
- 11RA
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 →
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AI automatically optimize product copywriting/image
2023 · apps.shopify.com · its alternatives →
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CLI image optimization tool. Contribute to funbox/optimizt development by creating an account on GitHub.
2020 · github.com · its alternatives →
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Optimize and deploy your Webflow site to Netlify.
2021 · cryolayer.com · its alternatives →
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Easy and free way to boost performance and slash costs!
2020 · its alternatives →
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Hi HN, we built world-model-optimizer, an open source tool to continually improve a specialized model for an agent. It does this by simulating production tool responses through text world modeling (similar to QwenAgentWorld, summary here https://x.com/silennai/status/2073887455884058814). We can then use this to train a router for frontier, OS, and local models (use defaults or pick which ones to optimize against). wmo ingests agent traces, builds the simulation, embeds the traces, runs different models you choose against the simulation scenarios, and then uses a KNN…
Jul 2026 · github.com · its alternatives →
- 19AT
Hey HN! While writing prompts for a few projects recently, a couple of friends and I realised that writing prompts today is like writing code in a txt file - it sucks and there is no tooling to help you. So we decided to hack on a tool to help you fix this - https://optimist.varied.ai/ It is literally a hack rn but we already find it useful for writing prompts. That said we'd love to talk to folks who are writing serious prompts everyday and see how the product can be better. Also the only reason the waitlist is there, is running this is super expensive like $100/day for…
2023 · optimist.varied.ai · its alternatives →
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Free AI Prompt Optimizer - Improve Your AI Prompts Instantly. Supports ChatGPT, Claude, and all major AI models.
2025 · mindpal.space · its alternatives →
- 21
Optimal UX▲18SEO patching, A/B testing & personalization made effortless
2025 · optux.ai · its alternatives →
- 22SO
2014 · splitoptimizer.com · its alternatives →
- 23OA
https://github.com/gugarosa/opytimizer Did you ever reach a bottleneck in your computational experiments? Are you tired of selecting suitable parameters for a chosen technique? If yes, Opytimizer is the real deal! This package provides an easy-to-go implementation of meta-heuristic optimizations. From agents to search space, from internal functions to external communication, we will foster all research related to optimizing stuff. Use Opytimizer if you need a library or wish to: - Create your optimization algorithm; - Design or use pre-loaded optimization tasks; -…
2021 · its alternatives →
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Boost your SEO with AI Text Upgrade & Keyword Match Analysis
2024 · io.trudov.com · 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 →