Reflection alternatives
Tools that do what Reflection does, found by what they say they do rather than by shelf. Among the equally alike, the most used come first. Each line says how it differs from Reflection.
Read 2026-10-19
With a free plan or free to use: Open WebUI, Nous Research, Ollama, Kilo, GitHub, Ertas, InferiaLLM, Blink, Lovable.
- #1
Open WebUIDeveloper tools
Self-hosted web interface for running AI models locally with data residency and access control.
Free planOpen source
25.2kActiveFree plan - #2
Nous ResearchDeveloper tools
Trains and releases open source language models with infrastructure for distributed training.
Free planOpen source
33.7kActiveOpen source - #3
OllamaDeveloper tools
Runs open-source language models locally or in cloud, with API access for coding agents.
Free planOpen source
193kActiveFrom $20/mo2023 - #4
KiloDeveloper tools
Provides AI coding agents that run in IDEs, CLIs, and cloud environments with open-source infrastructure and transparent model routing.
Free planAlso: Agents
16.8kActiveFrom $15/user/mo2025 - #5
GitHubDeveloper tools
Hosts Git repositories with pull requests, code review, issue tracking and Actions pipelines for building, testing and deploying code.
Free planAlso: Workflow automation
42MFrom $4/user/mo2007 - #6
ErtasDeveloper tools
Fine-tune and deploy open-source language models on-device or in the cloud without machine learning expertise.
Free planAlso: Fine-tuning
182ActiveFrom $10/mo - #7
Together AILLM operations
Runs open-source language models with serverless inference, batch processing, and GPU clusters.
Also: Fine-tuningMore widely used
32.7kActive2022 - #8
InferiaLLMDeveloper tools
Self-hosted operating system for deploying and managing open-source language models with access control, routing, and cost tracking.
Free plan
25ActiveFree plan - #9
BlinkDeveloper tools
Provisions self-hosted cloud development workspaces from Terraform templates on your own infrastructure, with access controls, and can run coding agents in them.
Free planAlso: Agents
50.5kActiveFree plan2017 - #10
LovableDeveloper tools
Builds production-grade web and mobile applications from natural language descriptions.
Free planMore widely used
198kActiveFree plan2023
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How this list is made: the words Reflection is described with (what it does, for whom, what it is used for) are matched against every tool in the Atlas. A tool on the same shelf, or doing the same kind of work, counts for a little more. Nothing here is paid for.