20+ Best Alternatives to Giskard in 2026
Secure AI agents with continuous AI red teaming
Looking for an alternative to Giskard? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
Pangram Labs
$12.9MMachine learning classifiers that detect AI-generated text and images
Why it's similar: Shares categories with Giskard — AI Evaluation, AI Safety.
💵 Free · From $20/mo
- 2View alternative →
Confident AI
$2.2MDeepEval-powered LLM evaluation and observability
Why it's similar: Shares categories with Giskard — AI Evaluation, AI Safety.
💵 Free
- 3View alternative →
Guardrails AI
$7.5MThe AI reliability platform for production GenAI
Why it's similar: Shares categories with Giskard — AI Evaluation, AI Safety.
💵 Free
- 4View alternative →
Humane Intelligence
UndisclosedA 501(c)(3) nonprofit dedicated to breaking down barriers to AI deployment for social good through rigorous evaluations.
Why it's similar: Shares categories with Giskard — AI Evaluation, AI Safety.
💵 Enterprise · Contact sales
- 5View alternative →
Anthropic
$133.1BAI safety lab building Claude — a helpful, harmless, honest AI assistant.
Why it's similar: Shares categories with Giskard — AI Safety.
💵 Free · From $20/mo
- 6View alternative →
LMArena
$250MCrowdsourced leaderboard for ranking AI models
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 7View alternative →
Vijil
$23MTrust infrastructure to make AI agents reliable, secure, and safe
Why it's similar: Shares categories with Giskard — AI Safety.
💵 Free trial
- 8View alternative →
Traceloop
$6.1MLLM observability and reliability built on the open-source OpenLLMetry standard
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 9View alternative →
Recursive Superintelligence
$650MBuilding AI systems that continuously improve themselves
Why it's similar: Shares categories with Giskard — AI Safety.
💵 Free
- 10View alternative →
Prefactor
UndisclosedAgent observability and evaluation that scores every production run in real time
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 11View alternative →
Safe Superintelligence
$3BBuilding safe superintelligence
Why it's similar: Shares categories with Giskard — AI Safety.
💵 Enterprise · Contact sales
- 12View alternative →
micro1
$35MHuman intelligence infrastructure for high-quality AI training data
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Enterprise · Contact sales
- 13View alternative →
Hume AI
$73.9MEmpathic AI voice and emotion intelligence
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Enterprise · Contact sales
- 14View alternative →
AfterQuery
$30MExpert reasoning datasets and benchmarks for frontier AI
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 15View alternative →
Gentrace
$14MCollaborative testing and evaluation platform for generative AI apps
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 16View alternative →
Scale AI
$14.3BData labeling and AI infrastructure platform powering frontier models for enterprises and governments.
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Enterprise · Contact sales
- 17View alternative →
AIUC
$15MInsurance, audits and certification for AI agents
Why it's similar: Shares categories with Giskard — AI Safety.
💵 Free
- 18View alternative →
HoneyHive
$7.4MObservability and evaluation for production AI agents
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 19View alternative →
Maxim AI
$3MGenAI evaluation, simulation and observability platform for AI agents
Why it's similar: Shares categories with Giskard — AI Evaluation.
💵 Free
- 20View alternative →
Mindgard
$11.8MAutomated AI red teaming and security testing across the AI model lifecycle
Why it's similar: Shares categories with Giskard — AI Safety.
💵 Free trial
Frequently asked questions
What are the best alternatives to Giskard?
The top-ranked alternatives to Giskard on NeuronFeed are Pangram Labs, Confident AI, Guardrails AI, Humane Intelligence, Anthropic. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Giskard?
Yes — Pangram Labs, Confident AI, Guardrails AI offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Giskard, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Giskard vs Pangram Labs — which is better?
It depends on use case. Pangram Labs (Machine learning classifiers that detect AI-generated text and images) is the #1-ranked alternative. See the full side-by-side at /compare/giskard-vs-pangram-labs.
Explore more around Giskard
Contextual paths to related AI startups, deals and rankings.