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Head-to-head · AI Drug Discovery Software

Iktos vs Boltzmann Labs

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Iktos #5 in AI Drug Discovery Software 7.9/10 Pricing on request ✓ 3 of 4 features Visit Iktos
Boltzmann Labs #7 in AI Drug Discovery Software 7.7/10 Free plan Free plan✓ 2 of 4 features Visit Boltzmann Labs

Iktos leads on 0 checks, Boltzmann Labs on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreIktos · 7.9/10
  • Free planonly Boltzmann Labs
  • Most featuresIktos · 3 of 4

Iktos scores higher on our rubric for ai drug discovery software: 7.9 against 7.7 out of 10; our editors rank them #5 and #7.

Iktos is the better fit for teams combining molecular design with automated testing. Boltzmann Labs is the better fit for teams wanting broad molecular design and prediction tools.

  • Iktos fits best

    Teams combining molecular design with automated testing

  • Boltzmann Labs fits best

    Teams wanting broad molecular design and prediction tools

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Iktos 7.9/10 Visit ↗ Boltzmann Labs 7.7/10 Visit ↗
At a glance
Editor score 7.9 7.7
Ranking #5 in AI Drug Discovery Software #7 in AI Drug Discovery Software
Best for Teams combining molecular design with automated testing Teams wanting broad molecular design and prediction tools
Pricing model Paid Free plan + paid
Starting price Pricing on request —
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Email Email, Phone · 24/7
Integrations 4 integrations 1 integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Iktos 3/4 · Boltzmann Labs 2/4
Target identification ✓ ✓
Molecule design ✓ ✓
Drug repurposing Not checked yet Not checked yet
Research publications ✓ (best) Not checked yet
Specs
Discovery scope Suite Suite
Deployment options Both Both
Our review
Pros
  • Generates molecules against target product profile constraints
  • Combines SAR, ADMET, and multi-parameter compound scoring
  • Connects design with automated synthesis and biological testing workflows
  • Covers small-molecule design, ADMET, docking and virtual screening
  • Includes protein, antibody, enzyme, peptide and RNA design tools
  • Offers web and API access, cloud or self-hosted deployment, and LIMS integration
Cons
  • Pricing is available through contact sales
  • The listed support channel is email
  • The platform's components and workflows may call for specialist drug-discovery teams
  • Plan details are credit-based, with capabilities varying by plan
  • Enterprise credits are custom rather than a fixed amount
  • Published INR prices lack a billing period and billing unit
Our verdict

Iktos brings molecule design, retrosynthesis, and laboratory automation into a drug-discovery suite for pharmaceutical, biotech, and academic teams. Makya supports ligand- and structure-based molecular modeling, with target product profile…

Read the review →

Boltzmann Labs is a web-based AI drug discovery suite for pharmaceutical and biotechnology research teams seeking tools across molecular design and prediction. Its scope runs from small-molecule generation, lead optimization and ADMET…

Read the review →
  1. IktosAI Drug Discovery Software 7.9Pricing on request
  2. Boltzmann LabsAI Drug Discovery Software 7.7Free plan

Strengths and trade-offs

  • Iktos — where it wins

    • Generates molecules against target product profile constraints
    • Combines SAR, ADMET, and multi-parameter compound scoring
    • Connects design with automated synthesis and biological testing workflows

    Where it doesn't

    • Pricing is available through contact sales
    • The listed support channel is email
    • The platform's components and workflows may call for specialist drug-discovery teams

  • Boltzmann Labs — where it wins

    • Covers small-molecule design, ADMET, docking and virtual screening
    • Includes protein, antibody, enzyme, peptide and RNA design tools
    • Offers web and API access, cloud or self-hosted deployment, and LIMS integration

    Where it doesn't

    • Plan details are credit-based, with capabilities varying by plan
    • Enterprise credits are custom rather than a fixed amount
    • Published INR prices lack a billing period and billing unit
  • Iktos7.9/10 · Pricing on request

    A drug-discovery suite linking constrained molecule design to automated synthesis and testing.

    Visit IktosFull verdict →
  • Boltzmann Labs7.7/10 · Free plan

    A broad molecular discovery suite with credit-based plans, API access and self-hosting.

    Visit Boltzmann LabsFull verdict →

More comparisons

All AI drug discovery software comparisons → · Full ranking →

Guides on AI drug discovery software

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update