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SPECIFICTION
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InstantML

instantml.ai

From $199/mo WebAPI
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Spec score 7.6 #15 of 39 in ML Experiment Tracking Software

Spec sheet

Product
InstantML describes itself as experiment tracking for logging runs, comparing metrics, inspecting artifacts, and exporting data.Read 7 Oct 2026 · instantml.ai
Support
The product page says the team will help customers import a project and compare real runs, and lists [email protected] for contact.Read 7 Oct 2026 · instantml.ai
Artifact storage
Artifacts and checkpoints can live in the customer's S3 or R2 storage.Read 7 Oct 2026 · instantml.ai
Charts
Charts support streamed scalar series, grouped averages, smoothing, zoom, and hover readouts.Read 7 Oct 2026 · instantml.ai
Enterprise options
Enterprise/custom terms are reserved for SSO/SAML, VPC or self-hosted deployment, custom retention, compliance, dedicated support, or unusually heavy data footprints.Read 7 Oct 2026 · instantml.ai
Frameworks
The product page lists PyTorch, JAX, and TRL alongside its Python SDK.Read 7 Oct 2026 · instantml.ai
Imports
InstantML supports importing W&B, MLflow, and Neptune JSON and can shadow W&B scalar logs during migration.Read 7 Oct 2026 · instantml.ai
Offline logging
The Python SDK buffers logging and spools offline when the network drops.Read 7 Oct 2026 · instantml.ai
Premium BYOC
Premium includes a BYOC GCP ClickHouse option, and the docs say tenant product data can be routed to customer-owned self-hosted GCP ClickHouse while artifact bytes remain on InstantML-hosted object storage.Read 7 Oct 2026 · instantml.ai
Run data
Configs, metrics, tags, artifacts, histograms, and media are queryable.Read 7 Oct 2026 · instantml.ai
SDK
The product provides a Python SDK with init, log, and finish calls, and the docs specify Python 3.11 or newer for the quickstart.Read 7 Oct 2026 · instantml.ai
Security controls
The SDK docs describe scoped API keys, project-scoped access, and say plaintext keys are shown once while InstantML stores their hash afterward.Read 7 Oct 2026 · instantml.ai
Usage limits
Free and non-billable organizations are blocked at their monthly API request allowance; paid plans meter API requests and storage overage.Read 7 Oct 2026 · instantml.ai

Plans and prices

Pro $199 a month 3 included seats · 1 TiB hosted storage · 250M metric points and 25M API requests/month · 100 projects · 100k runs · storage overage $0.03 / GiB-month · API request overage $2 / 1M requests Read 7 Oct 2026 · instantml.ai
Premium $699 a month 10 included seats · 5 TiB hosted storage · 2B metric points and 150M API requests/month · 500 projects · 1M runs · storage overage $0.03 / GiB-month · API request overage $1 / 1M requests · Premium BYOC GCP ClickHouse option Read 7 Oct 2026 · instantml.ai
Free Price not published 2 included seats · 2 GiB hosted storage · 1M metric points and 500k API requests/month · 2 projects · 100 runs Read 7 Oct 2026 · instantml.ai

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