An open-source gateway that lets an AI agent query your sensitive data while mathematically guaranteeing it can never learn about any single individual in that data.
github.com
Alternatives to
Burnless
Best alternatives to Burnless in 2026
A long-running AI agent session gets expensive fast, because most agent frameworks resend the entire conversation transcript with every new turn — by turn 50, you're paying to re-read 49 previous turns just to add one more. Burnless replaces that full replay with compact, disk-stored "capsules" — roughly 80-character summaries per turn — so the model only sees a condensed history instead of the whole thing. It routes work across gold/silver/bronze model tiers depending on task difficulty, and runs a filesystem-first audit that verifies a worker's claimed output against the actual files it touched, rather than trusting the model's self-report. It's provider-agnostic, working with Claude, Codex, Gemini, and Ollama, and uses append-only sessions with bit-identical system prompts to preserve provider-side prompt caching. The architecture splits into three components: a Maestro orchestrator, Worker subprocesses, and the Capsule state store. The project reports a measured 90.3% cost reduction versus full transcript replay on a 23k-token system prefix, and Monte Carlo simulation showing up to 93.7% reduction. It's open source under the MIT license.
Quick comparison of Burnless alternatives
| # | Tool | Best for | Price |
|---|---|---|---|
| 1 | Équipes techniques voulant donner à un agent IA un accès à des données sensibles avec garantie mathématique de confidentialité | — | |
| 2 | Ingénieurs, chercheurs IA et évaluateurs de capacités voulant comparer les modèles IA de pointe sans dépouiller des dizaines de benchmarks séparés | — | |
| 3 | Organisations européennes avec contraintes de souveraineté des données, développeurs voulant générer du code exportable sans dépendance cloud US | — | |
| 4 | Équipes dev et automatisation souhaitant piloter des interfaces desktop/navigateur via des agents IA sans gérer d'infra | — | |
| 5 | Particuliers voulant monétiser des vidéos comme données d'entraînement IA | — | |
| 6 | Développeurs voulant utiliser Claude Code avec plusieurs fournisseurs LLM tout en maîtrisant les coûts par token | — | |
| 7 | Équipes de développement utilisant plusieurs agents IA ; développeurs individuels gérant plusieurs sessions d'agents à travers différents outils | — | |
| 8 | Étudiants, chercheurs et utilisateurs intensifs de YouTube voulant extraire l'information plus vite | — | |
| 9 | Utilisateurs orientés productivité, créateurs de contenu, développeurs cherchant une assistance IA intégrée à travers plusieurs formats | — | |
| 10 | Travailleurs du savoir et professionnels devant exécuter des workflows complexes (designers, développeurs, chercheurs, créateurs de contenu) | — | |
| 11 | Développeurs, équipes privilégiant la confidentialité, éducateurs et bricoleurs cherchant l'isolation des données et le fonctionnement hors-ligne | — | |
| 12 | Développeurs et power users voulant un agent IA tournant localement dans leur navigateur, sans backend tiers | — |
#1
- ✓ Runnable attack gallery proves privacy guarantees as part of CI
- ✓ Cross-validated against OpenDP reference implementation
#2
A free leaderboard that blends 10 independent AI benchmarks into a single, transparent score so you can compare frontier AI models without wading through a dozen separate charts.
agiranker.com
- ✓ Transparent composite score from 10 independent benchmarks
- ✓ Tiered source-quality system favors independent verification over self-reports
#3
An AI tool that turns plain-language descriptions into working, exportable code, built and hosted entirely on European infrastructure for teams that need their data to stay in the EU.
makemode.eu
- ✓ EU data sovereignty — processing stays on French infrastructure
- ✓ Web, desktop and CLI/SDK access
#4
A cloud-hosted AI agent platform that lets you automate desktop and browser tasks by describing what you want done, no infrastructure to manage.
coasty.ai
- ✓ Bring-your-own-key sans marge sur l'inférence
- ✓ Sandbox gratuite pour tester
#5
A marketplace where people record and submit video, then get paid an hourly rate, to build up the training data that AI video models are trained on.
recipebook.shofo.ai
- ✓ Barrière d'entrée simple pour contribuer
- ✓ Répond à un besoin réel de données d'entraînement vidéo
#6
Lets you keep using the Claude Code interface you already know while quietly routing requests to cheaper or different models, with a hard budget cap so you never get an unpleasant surprise bill.
github.com
- ✓ Plafonds de dépense intégrés par jour/semaine/mois
- ✓ Routage multi-fournisseurs sans changer d'interface
#7
A shared chat room where your different AI coding agents — Claude Code, Codex, Cursor — can actually talk to each other, instead of you manually copy-pasting context between them.
agentcouch.dev
- ✓ Communication directe entre agents de différents outils
- ✓ Transcript consultable des échanges
#8
Adds a chat sidebar to any YouTube video so you can ask what it's about, get an AI summary, and jump straight to the moment you actually need, instead of scrubbing through it.
youshort.app
- ✓ Fonctionne directement sur la page YouTube
- ✓ Gratuit, sans compte ni carte requise
#9
One AI workspace where you throw in a rough idea or a source file and get back a presentation, document, website, or piece of media, instead of switching between five separate AI apps.
skywork.ai
- ✓ Un seul workspace pour plusieurs formats de sortie
- ✓ Contexte de recherche partagé entre les formats
#10
An AI workspace that remembers what you're working on across sessions and coordinates multiple AI agents to actually finish tasks, instead of starting from zero every time you open a chat.
ottermind.ai
- ✓ Conserve le contexte projet entre les sessions
- ✓ Orchestre plusieurs agents IA connectés à des outils existants
#11
Describe an AI agent in plain English and get back a single HTML file that runs the whole thing locally in a browser, with no server, no API key, and no data leaving your machine.
agentop.com
- ✓ 100% inférence sur appareil, aucune donnée envoyée à un serveur
- ✓ Export en fichier HTML unique fonctionnant hors-ligne
#12
A browser extension that runs a complete AI agent loop entirely client-side, driving your own tabs and sandboxed compute, with no backend server and no telemetry.
peerd.ai
- ✓ No backend, runs entirely in the user's browser
- ✓ BYOK: full control over which API key is used
FAQ about Burnless alternatives
- What is the best alternative to Burnless in 2026?
- Based on our selection, Noisegate is the best alternative to Burnless in 2026. An open-source gateway that lets an AI agent query your sensitive data while mathematically guaranteeing it can never learn about any single individual in that data.. See our full ranking above to compare all options.
- Is Burnless free?
- Burnless is a paid tool. Several alternatives in our selection offer free or freemium versions.
- How many alternatives to Burnless are there?
- mySelectas has listed 12 alternatives to Burnless in the AI & Machine Learning category. Our selection is updated regularly to include the best options available.