founder/ceo @p0 https://teapawt.net/t.co/KLxULH5Io7, device following @vintweeta
San Francisco, CA
Joined April 2008
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Accuracy, cost, latency. Irrespective of what you are optimizing for, you should be using our web search for your agents.
Announcing Parallel for Finance: universal upgrades that make us the unmatched SOTA web search for Finance AI on the cost-accuracy frontier.
- On FinSearchComp's hardest tier (T3), Parallel is the most accurate search API at up to 2x lower cost than Exa and Perplexity. Parallel Fast comes second, at 10x lower cost than the others.
- On @samaya_AI's FrontierFinance, Parallel ties for the top score at 38% lower cost than Exa, and beats OpenAI, Perplexity, and Tavily on both accuracy and cost.
- On our new private PWS-Finance benchmark, Parallel leads, beating OpenAI's native search at 30% lower cost.
Parag Agrawal retweeted
Just in time for the weekend, happy building
Parag Agrawal retweeted
sub-second grounded decisions over the live web,
completely free
with an openrouter api key
right now!
go try it out!
Parag Agrawal retweeted
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!
Parallel Decisions is now on OpenRouter. Parallel Decisions delivers the highest accuracy on web-grounded decisions for System One models like Jev. Get web-grounded answers 13× faster at 1/16 the cost of OpenAI’s GPT Luna with native web search.
Ask questions about the live web and get structured answers with probabilities and citations in under a second.
Parag Agrawal retweeted
Parallel Decisions is now on @OpenRouter
Free for the next 7 days.
It delivers the highest accuracy for web-grounded decisions, with answers in under a second. Get web-grounded answers 13× faster at 1/16 the cost of OpenAI’s GPT Luna with native web search.
Select Parallel: Decisions Fast in the model list, or set your model ID to parallel/decisions-fast. We can’t wait to see what you build.
Learn more: parallel.ai/blog/decisions-o…
Parallel Decisions is now on OpenRouter. Parallel Decisions delivers the highest accuracy on web-grounded decisions for System One models like Jev. Get web-grounded answers 13× faster at 1/16 the cost of OpenAI’s GPT Luna with native web search.
Ask questions about the live web and get structured answers with probabilities and citations in under a second.
Parag Agrawal retweeted
Parallel Decisions is now on OpenRouter. Parallel Decisions delivers the highest accuracy on web-grounded decisions for System One models like Jev. Get web-grounded answers 13× faster at 1/16 the cost of OpenAI’s GPT Luna with native web search.
Ask questions about the live web and get structured answers with probabilities and citations in under a second.
big leap on webjev quality, free, on open router
Parallel Decisions is now on OpenRouter. Parallel Decisions delivers the highest accuracy on web-grounded decisions for System One models like Jev. Get web-grounded answers 13× faster at 1/16 the cost of OpenAI’s GPT Luna with native web search.
Ask questions about the live web and get structured answers with probabilities and citations in under a second.
Upgrade your agent with a single prompt
Parallel MCP 2.0 is live.
It's the most powerful web search and retrieval MCP, launching today with four tools for agentic search:
- Web search
- Page extract
- Web-grounded decisions
- Deep research
Parallel MCP is free and keyless by default, with auth for advanced features and higher limits.
It's also the most configurable web data MCP, designed for admins to define web research standards across an entire fleet of agents.
Add it to any MCP client: mcp.parallel.ai/mcp
Learn more: parallel.ai/mcp?utm_source=t…
Parag Agrawal retweeted
@p0 is now hiring many research/MTS roles in nyc! parallel.ai/careers this is a uniquely high talent density team and a win for the nyc tech community 🗽
Parag Agrawal retweeted
Parallel's Monitor API is the perfect shape for the coming wave of proactive agents. Excited for this partnership with @browserbase
Personal Agents like BELL should always know what's happening, without you having to ask.
We partnered with @browserbase to add Parallel's Monitor API to BELL.
Monitor is like a web search that's always on. Now your personal assistant can keep track of the web and alert you when something changes 🔔
Parag Agrawal retweeted
Today, your agent asks the web for what it needs.
@paraga expects a lot of that to flip in three years, with systems like @p0's pushing information that wakes an agent up to start work.
Agents on CoreWeave can enable Parallel's search with a single setting.
⇢ crwv.co/uuo1Y
Parag Agrawal retweeted
Parallel is thrilled to deliver best-in-class web search for agents built in the @FireworksAI_HQ Frontier Ecosystem, announced today at Forge.
fireworks.ai/partners
The future of AI is specialized intelligence with models tuned to your data, your domain and your customers.
Today, we're proud to launch live from Forge the Fireworks Frontier Ecosystem with 60+ partners across the AI stack, helping you build and ship faster.
Check it out: fireworks.ai/partners
Parag Agrawal retweeted
BELL agents are always watching.
We partnered with @p0 to let BELL monitor the web 24/7 for new information. Get competitive intelligence, market signals, or track products.
Fork our repo and build your own custom assistant that's actually personal.
Parag Agrawal retweeted
‼️ high quality customer-oriented decisions benchmark!
grounding improves decision performance significantly for real customer traffic
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: parallel.ai/blog/pws-decisio…
Parag Agrawal retweeted
Confused by what grounded decision model can be used for? Use our widget to find 20 use cases specific to your company in under 30 seconds.
webjev-use-cases.paralleldem…
open-source decisions api benchmark with questions whose answers change with the world
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: parallel.ai/blog/pws-decisio…
Monitor the web for things that change - now in slack
Parag Agrawal retweeted
We've been quietly working on a Parallel Slack agent that does one thing incredibly well:
Always-on monitor the web for events and changes you care about.
It doesn't make animations. It doesn't negotiate your phone bill. But if you care about competitor launches, vendor policy changes, or relevant news on X, there is no better way to stay in the loop.
slack.com/marketplace/A0AP6U…
Parag Agrawal retweeted
You may not need an agent after all.
We rewrote five agents into decision workflows using @typesafeai's Jev and @p0's Decisions API. The 20-document run took about 20 seconds, cost about two cents and got 19 right.
A few takeaways:
• If the steps are known, use a workflow.
• Decision models are fast, cheap and easy to test.
• Static rules can be expressed in code.
• With Agentrun, you can get the best of two worlds: the agent can write the workflow and handle the cases the workflow can't decide.
Read: teapawt.net/MiguelriosEN/status/21…
