superglue

AI

llm benchmark

SHOW HN2025

superglue

We let agents use APIs to find out if they can actually...do things?

superglue.ai

#llm api benchmark#agent api integration#api ranking#llm evaluation

11points
5comments
#2,710of 3,837 in 2025
Top 71%of 2025 by points

How HN took it

QuietFewer than 5 comments about the project

3 positive, 0 neutral or asking, 0 mixed, 0 critical, out of 3 comments about the project.

Idea: 2 for, 0 againstPerformance: 1 for, 0 against

The thread, comment by comment

Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.

positive neutral or mixed critical about another commenter or something else the maker

What HN said

What people liked

  • Benchmark results are useful and surprisingly good for a first version

    From 1 comment
    • v interesting benchmark, looking forward to see it evolve over time. actually surprisingly good results already. maybe add a couple harder APIs (or more complex queries) as well…
      nimar on HN
  • Benchmarks like this are needed, since API performance varies a lot for agents

    From 1 comment
    • Super cool that you all published these benchmarks. We've seen similar, where some APIs work REALLY well with agents, but convoluted ones just product churn in the agent tool…
      kyleledbetter on HN

Objections

  • Benchmark results are not that surprising given experience with LLM API calls

    From 1 comment
    • The reason we think this would be interesting to share here is that these llm benchmarks seem increasingly disconnected from reality. idc if the llm can solve a PhD math question…
      sfaist on HN

Requests

  • Add harder APIs or more complex queries where current models fail

    From 1 comment
    • v interesting benchmark, looking forward to see it evolve over time. actually surprisingly good results already. maybe add a couple harder APIs (or more complex queries) as well…
      nimar on HN
  • Test OpenAI models such as o3 and the model superglue uses

    From 2 comments
    • v interesting benchmark, looking forward to see it evolve over time. actually surprisingly good results already. maybe add a couple harder APIs (or more complex queries) as well…
      nimar on HN
    • Love hearing Sam Altman talking about feeling the AGI and seeing that million dollar reasoning models can't execute simple API calls despite having a lot of docs and the entire…
      michael-fuest on HN
  • Benchmark Supabase APIs

    From 1 comment
    • Super cool that you all published these benchmarks. We've seen similar, where some APIs work REALLY well with agents, but convoluted ones just product churn in the agent tool…
      kyleledbetter on HN

Questions

  • How well does OpenAI's agent mode handle API tasks

    From 1 comment
    • Love hearing Sam Altman talking about feeling the AGI and seeing that million dollar reasoning models can't execute simple API calls despite having a lot of docs and the entire…
      michael-fuest on HN
  • Which model superglue used in the benchmark

    From 1 comment
    • v interesting benchmark, looking forward to see it evolve over time. actually surprisingly good results already. maybe add a couple harder APIs (or more complex queries) as well…
      nimar on HN

Category, keywords, summaries and labels on this page were made by AI (Thread Reader v2) and not checked by hand. Each point links to the comments it came from.

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