Devin Gupta

mts @p0 | prev @DistylAI, @BAMelevate
physics & cs @stanford

views my own!

[Devin Gupta @devingupta_]

come check out my talk about webjev at @aiDotEngineer !

[Parallel Web Systems @p0]

We've got a big week ahead at @aiDotEngineer Code Summit in SF:

• Tonight @ 5:30 pm: the welcome reception, co-hosted with our friends at @AnthropicAI

• Tomorrow @ 6:30 pm: happy hour with @factory (link in comments to request a spot)

• Thursday, 2:20 pm: @devingupta_ presents "The first Grounded Decision Model" on WebJev, our new Grounded Decisions API that answers questions using evidence from the live web

• All week: stop by our booth to say hello

[Devin Gupta @devingupta_]

@theayush @p0 we love our users! thank you for all the feedback : )

[Devin Gupta @devingupta_]

sub-second grounded decisions over the live web,
completely free
with an openrouter api key
right now!

go try it out!

[OpenRouter @OpenRouter]

What's better than the highest accuracy web-grounded decisions model? How about a week of free requests?

Try Parallel Decisions to get fast structured answers about the live web with probabilities and citations, free for 7 days exclusively for OpenRouter users!

[Travers @travers00]

WebJev has exploded - it’s now available on OpenRouter and free

[Devin Gupta @devingupta_]

‼️ high quality customer-oriented decisions benchmark!

grounding improves decision performance significantly for real customer traffic

[Parallel Web Systems @p0]

Parallel Decisions beats Perplexity by 1.5x and OpenAI by nearly 2x on decisions that depend on the live web.

We’re open-sourcing the benchmark: PWS-Decisions, 300 questions whose answers change with the world. Run it on your own model.

Full results: https://t.co/a5VquXmzEH

[Ipshita Agarwal @agarwalipshita]

@p0's WebJev - decisions API, grounded in real-time web data, now available on @merge_api gateway!

[Devin Gupta @devingupta_]

https://t.co/E47wzWPWpP

i've seen $0.0024/lead and $0.0089/lead in the past 2 days. what about $0.0001/lead (10 questions/call) across any person/place/business?

i classify every sf restaurant in ~1 second to find my perfect birthday dinner. check it out!

[Merge @merge_api]

The Parallel Web Systems Decisions (@p0) API, a decision engine with world knowledge built in, is now available on Merge Gateway.

Get responses grounded in real-time web data in under a second at $0.001 per request.

Use it for any decision that depends on today's news, from flagging a risky vendor to picking an agent's next step.

Try it out: https://t.co/abXHLjCjU0

[Setareh Lotfi @setarehlotfi]

for anyone whose Halloween costume requires cultural context, we built a checker with @p0’s Decisions API. It returns a verdict in under a second ;)

[Devin Gupta @devingupta_]

1. LLM first pass with clear categories/options
2. pre-defined web-informed decisions for always-on cheaper classification

is a great usage pattern

[Ethan Kam @ethank_6]

Give your team the intelligence and context for decision making at a fraction of the cost.

A fun example with support ticket triage

[Devin Gupta @devingupta_]

@daniel_mac8 @p0 love to see it! let us know how you use it : )

[Ipshita Agarwal @agarwalipshita]

WebJev = Jev 🤝 web grounding, powered by @p0. Company search, Account research, vendor management, KYB, vendor risk. At a fraction of the cost - $1 per 1K queries. Try it out for free - https://t.co/rNxHinqvVy

[Devin Gupta @devingupta_]

typed decisions grounded in the live web.
sub-second latency for $0.001.

we're working on making our web index as accessible and easy-to-use for agents as weight memory. excited to see what people build!

[Parallel Web Systems @p0]

Introducing the Parallel Decisions API: the first web-grounded decisions engine.

Decision models like Jev can answer in an instant, but they lack the recency of current news. Now you can get both in a single call.

Decisions API is live today at $0.001 per request.

Try it with 5,000 free requests: https://t.co/tu4CidUdxV

Here are some examples we've been experimenting with:

- Fact-check content (@Grok is this true?)
- Refresh stale banking records
- Classify companies and leads with fresh signals
- Backtest trading strategies
- Track competitor e-commerce inventory

[Devin Gupta @devingupta_]

@ethank_6 i knew we should’ve vague-posted ! exciting work @p0 soon 😮

[Paul Klein IV @pk_iv]

we’ve been working on something personal

tomorrow, it’s yours.

11 AM PT

[Khushi Shelat @khushi_shelat]

built an app to watch the full competitive landscape of clinical trials inside key disease areas

every piece of data comes from @p0
> Task API for clinical trial news, sentiment & deal size
> Data Connectors (PubMed, NPI Registry & clinicaltrials .gov for) for direct data on registered trials
> Monitor API for daily updates to the database

link + repo in comments!

[yang you @yangyou]

we used Parallel to build Parallel’s first brand campaign.

here's a look at the research, connections, and creative decisions behind the artwork. https://t.co/f7TuwbKRaH

[Devin Gupta @devingupta_]

@jusdacos_ml let’s go!!! justin’s prs are great 😊

[Tim Neumann @TimNeumann84165]

Typesafe's CEO @CompleteSkeptic does not trust public benchmarks.

Neither do I, Diogo.

So @p0 and I wrote a blog evaluating 8 decision models on real company training datasets we have personally audited and iterated on.

For what it's worth though, Jev is still on top 👑
https://t.co/Qd2g0Hwp4V

[Browserbase @browserbase]

Browserbase Search is now powered by Parallel (@p0) as the default search provider.

Parallel Fast returns sub-second results when speed matters. Parallel Advanced goes deeper for multi-step research when quality matters most.

[Ethan Kam @ethank_6]

we're betting on specialized data and wanted to better understand how and why it improves performance

two things stood out: agents did best finding sources on the open web and then pulling the records through connectors, and those structured records are much easier for them to read than web pages