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LLM operations tools with a free trial

The INITE Atlas lists 19. By use, the list opens with Truefoundry, GreenPT, Weights & Biases, Maxim AI and Helicone.

The pricing page offers a free trial, with its length where it prints one.

Where each one says so

ToolWhere it says so
Truefoundry logoTruefoundryFree plan · From $25/user/mo7-day trialtruefoundry.com/pricingread Oct 7, 2026
GreenPT logoGreenPTFree plan · From ≈ $5.06/mo14-day trialgreenpt.com/pricingread Oct 7, 2026
Weights & Biases logoWeights & BiasesFree plan · From $60/mo30-day trialwandb.ai/site/pricingread Oct 7, 2026
Maxim AI logoMaxim AIFree plan14-day trialgetmaxim.ai/pricingread Oct 7, 2026
Helicone logoHeliconeFree plan · From $79/mo7-day trialhelicone.ai/pricingread Oct 7, 2026
Regolo.ai logoRegolo.aiFree plan · From ≈ $44/mo30-day trialregolo.ai/pricingread Oct 8, 2026
AiverseWorld logoAiverseWorldFree plan · From $7/mo7-day trialaiverseworld.com/premiumread Oct 9, 2026
Flowtask logoFlowtaskFree plan · From ≈ $5.28/mofree trialflowtask.work/pricingread Oct 8, 2026
Divinci AI logoDivinci AIFrom $29/mofree trialdivinci.ai/pricingread Oct 19, 2026
Infinium logoInfiniumFree plan · From $20/mo14-day triali42m.ai/pricingread Oct 11, 2026
AI Site Scorer logoAI Site ScorerFree plan30-day trialmingles.ai/pricingread Oct 10, 2026
bourdon logobourdonFree plan · From $29/mo7-day trialbourdon.airead Oct 10, 2026
AgentPrizm logoAgentPrizmFree plan · From $19/mo14-day trialagentprizm.com/pricingread Oct 8, 2026
Fortaify logoFortaifyFree plan · From $8.99/mo7-day trialfortaify.com/pricingread Oct 9, 2026
Oxad.ai logoOxad.aiFrom $19/mo30-day trialoxad.ai/pricingread Oct 11, 2026
RagMetrics logoRagMetricsFree plan · From $20/mofree trialragmetrics.ai/pricingread Oct 8, 2026
Agumbe LLM Gateway (and Console) logoAgumbe LLM Gateway (and Console)Free plan · From $549/user/mo14-day trialagumbe.ai/pricingread Oct 9, 2026
SentinelGateway logoSentinelGatewayFree plan · From $29/mofree trialsentinelgateway.ai/pricingread Oct 10, 2026
Aurora Gateway logoAurora GatewayOpen source14-day trialaurorallm.online/pricingread Oct 11, 2026

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk