Dev tools · alternatives · 2026

24 alternatives to iko.ai

Train, track, deploy, & monitor your machine learning models

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. iko.ai launched in 2021; newer entries below may have overtaken it.

1UY
Use your own clusters to train, track, deploy, and monitor ML models▲30
2021 · iko.ai · its alternatives →
2
IKI.AI▲893
LLM powered intelligent knowledge interface
2024 · iki.ai · its alternatives →
3
Runway▲148
Machine learning for creators. Train custom AI models.
2020 · its alternatives →
4
Miro AI▲492
You and your team, supercharged
2023 · its alternatives →
5
AI Agents by Threado▲611
Instant, automated support for customers and internal teams
2024 · its alternatives →
6
Layer AI▲124
Metadata store for production ML
2022 · its alternatives →
7
Pretrained AI▲144
Integrate pretrained machine learning models in minutes.
2021 · its alternatives →
8
Elemeno AI-Ops▲67
Make machine learning work for you, not the other way around
2022 · its alternatives →
9
Weights & Biases▲110
Developer tools for deep learning & machine learning
2019 · its alternatives →
10
Threado AI▲596
Instant answers to queries on Slack, Discord & web
2023 · its alternatives →
11
DataMacaw▲67
Train and run your AI models easily at low cost in the cloud
2022 · its alternatives →
12
Akkio▲300
No-code ML for modern sales and marketing teams
2021 · its alternatives →
13
KeaML Deployments▲96
Deploy machine learning models with one line of code
2023 · its alternatives →
14DM
Deploy ML Models on a Budget▲117
2021 · github.com · its alternatives →
15
integrate.ai▲80
Extend your product to train ML models on distributed data
2022 · its alternatives →
16ML
Machine learning automation from creating to using models in production▲72
2021 · github.com · its alternatives →
17
NeuroBlock▲120
No-code AI Lab: Train models, access datasets, run inference
Feb 2026 · neuro-block.com · its alternatives →
18
Cortex▲81
Deploy, manage, and scale machine learning applications
2019 · its alternatives →
19
Comet.ml▲208
Automatically track machine learning code and experiments
2018 · its alternatives →
20
Gradio 5.0▲224
The easiest way to build AI web apps
2024 · its alternatives →
21KA
Koreo – A platform engineering toolkit for Kubernetes▲120
A large part of our (Real Kinetic's) business is helping organizations implement platform engineering, but we've found the existing tooling to be lacking. For IaC, Terraform state becomes a pain because TF treats infrastructure as "one-shot" commands. The Kubernetes controller model provides a nicer approach to managing infrastructure, but the tooling here is also lacking. For configuration management, Helm just doesn't really scale with complexity, nor does Kustomize. For resource orchestration, Crossplane is a step in the right direction but still has challenges and limitations. As a…
2025 · koreo.dev · its alternatives →
22UO
UpTrain – Open-source ML observability and refinement tool▲88
A couple of months ago, we left our jobs to build UpTrain AI, an open-source machine learning observability and refinement tool which helps users understand the performance of their models in production and improves them over time by identifying problematic data-points for retraining. Data drift, Distribution shifts, Model degradation, Edge cases - we have personally faced these problems in our previous organizations and have built a lot of tooling to solve them. We are building UpTrain so that others don’t need to build them and can solely focus on improving their ML models while we…
2023 · github.com · its alternatives →
23
latch.ai▲84
Train, track and serve machine learning on the cloud.
2021 · its alternatives →
24
BottleNetes▲46
Uncorking K8s bottlenecks and insights, one pod at a time
2025 · 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 →