Alternatives

Products that do what LLM Deceptiveness and Gullibility Benchmark does

1. 1DA
   Deception - A Generalized Turing Test Game▲13

   2012 · playdeception.com

2. 2LJ
   LLVM-jutsu: Anti-LLM obfuscation pass▲8

   Dec 2025 · github.com

3. 3
   Re/code Decode - Y Combinator's Sam Altman▲92

   and the internet of things and Google

   2015

4. 4DH
   Diffie-Hellman exchange for the layman▲75

   2021 · borisreitman.com

5. 5DF
   Differential Fuzzing of Cryptographic Libraries▲84

   2019 · guidovranken.com

6. 6SA
   Sandy – A tiny Sandbox to run untrusted code ️▲64

   2020 · github.com

7. 7VF
   Viveka: filter LLM output against a Lean-verified Advaita Vedanta model▲7

   Jun 2026 · github.com

8. 8DU
   DeepEval – Unit Testing for LLMs (Open Science)▲6

   2023 · github.com

9. 9CA
   CLMM, an exercise in cryptographic minimalism▲22

   2015 · github.com

10. 10SV
    Structural Verification for LLMs: Why Best-of-N Isn't Enough▲5

    A lightweight, no-retraining verification layer that rejects smooth hallucinations by measuring structural tension instead of probability.

    Dec 2025 · github.com

11. 11LT
    LLM Thematic Generalization Benchmark▲6

    2025 · github.com

12. 12AS
    A subversive cryptography import disclaimer boilerplate▲9

    2018 · github.com

13. 13PA
    ProveTrust, a user trust reputation system for the web▲28

    2014 · provetrust.com

14. 14AA
    An API that catches what your LLM confidently got wrong▲5

    Apr 2026 · enterprise.factagora.com

15. 15BS
    BonzAI – self-sovereign, local LLM inference in the browser▲5

    May 2026 · bonzai.sh

16. 16BA
    Bazaar – a new LLM benchmark for economic reasoning under uncertainty▲8

    2025 · github.com

17. 17FH
    Find hidden engineering bottlenecks with LLMs▲8

    2023 · product.distoai.com

18. 18LD
    LLM Debate Benchmark▲9

    Mar 2026 · github.com

19. 19LB
    Llm-benchmark – Benchmarks LLM-optimized code across multiple providers▲8

    2025 · github.com

20. 20CA
    Camisole, a secure online judge for sandboxed code execution▲10

    2018 · camisole.prologin.org

21. 21LF
    LLM fine-tuning without infra or ML expertise▲5

    Jan 2026 · tinytune.xyz

22. 22CL
    ConvoClash – LLMs debate each other▲6

    2023 · convoclash.net

23. 23IC
    IdentityRAG – customer identity resolution for LLM applications▲6

    2024 · github.com

24. 24PS
    PromptQL – Solving Context Size and Accuracy Issues in LLM Tool Calling▲6

    2024 · promptql.hasura.io

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