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HomeCompareStilta vs Surge AI

Stilta vs Surge AI

Side-by-side comparison of features, pricing, and ratings

Live tool data as of 2026-07-06
Reviewed by our team on 2026-07-03
Saved

At a glance

DimensionStiltaSurge AI
Pricingcontactcontact
Best forPatent attorneys needing defensible prior art and infringement analyses quickly, IP litigation teams preparing for PTAB IPR proceedingsFrontier AI labs needing rigorous human feedback for RLHF training, AI safety teams conducting red teaming with domain experts
Standout featuresInvalidity analysis across 180M+ patents from 100+ jurisdictions · Infringement analysis for single patents or entire portfolios · Freedom-to-operate analysis with feature decomposition and risk scoringExpert human workforce (writers, doctors, lawyers, engineers) · RLHF data collection for fine-tuning LLMs · Red teaming and adversarial testing
Viability score75/10093/100
APINoYes

Stilta is the stronger pick for patent attorneys needing defensible prior art and infringement analyses quickly; Surge AI fits better for frontier ai labs needing rigorous human feedback for rlhf training.

Built from live tool data, last verified 2026-07-06.

Stilta
Stilta

Agentic AI for high-stakes patent work.

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Surge AI
Surge AI

Expert human feedback platform for frontier AI alignment

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Pricing
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Plans
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Popularity
0 views
7.3k views
Skill Level
Advanced
Advanced
API Available
Platforms
Web
WebAPI
Categories
🔬 Research & Education
🔬 Research & Education
Features
Invalidity analysis across 180M+ patents from 100+ jurisdictions
Infringement analysis for single patents or entire portfolios
Freedom-to-operate analysis with feature decomposition and risk scoring
Automated search of scientific literature, file wrappers, and internet archive
Source-cited evidence with direct links to highlighted passages
Element-by-element claim mapping against product features
Agent-driven prior art search with user steering
Portfolio mode for analyzing thousands of patents at once
PTAB IPR benchmark-validated 100% recall vs ~18% for general LLMs
Defensible first answer in ~17 minutes
Zero AI training on user data
Per-tenant isolation by default
Choice of US or EU data residency
SAML SSO, audit logs, encryption at rest and in transit
SOC 2 Type II and ISO 27001 compliant
Expert human workforce (writers, doctors, lawyers, engineers)
RLHF data collection for fine-tuning LLMs
Red teaming and adversarial testing
Custom data labeling for multimodal AI
Complex RL environments (EnterpriseBench, CoreCraft)
Riemann-bench for extreme math verification
GDP.pdf benchmark for real-world PDF understanding
ComplexConstraints benchmark for entangled instructions
Hemingway-bench for creative writing evaluation
Antidote leaderboard with expert grading
Cross-benchmark generalization analysis
Post-training optimization via RL environments
Human evaluation for agentic tool-use tasks
Python SDK for easy integration
REST API for custom workflows
Integrations
Python SDK
REST API

Who should pick which

  • Patent attorney preparing PTAB IPR
    Pick: Stilta

    Stilta's agentic AI achieves 100% recall on PTAB IPR, far exceeding general LLMs, and delivers defensible results in ~17 minutes.

  • AI safety researcher evaluating model reasoning
    Pick: Surge AI

    Surge's Riemann-bench and expert-graded Antidote leaderboard are designed for challenging reasoning tasks where frontier models fail.

  • Corporate IP portfolio manager
    Pick: Stilta

    Stilta's portfolio mode can analyze thousands of patents at once for FTO and clearance checks.

  • AI lab training a new LLM with RLHF
    Pick: Surge AI

    Surge provides a curated workforce of domain experts (e.g., doctors, lawyers) for high-quality human feedback.

  • Individual inventor on a budget
    Pick: Surge AI

    Neither fits, but Surge AI may offer pay-as-you-go for smaller tasks, while Stilta is enterprise-only.

Frequently Asked Questions

Which is better, Stilta or Surge AI?

The best choice between Stilta and Surge AI depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Stilta and Surge AI?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Stilta or Surge AI?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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