Parallel Web Systems
@p0
Infrastructure for AI to search, extract, monitor, and reason over the whole web.
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Particle-1 is #2# for efficiency on the Parallel Search Capability Leaderboard.
It matches its base model, DeepSeek V4.1 Flash, on web research with Parallel Search (69.2 vs. 68.9) while using 42% fewer output tokens.
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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:
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
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MiniMax M3.1 Flash is now #1# on our search capabilities leaderboard for efficiency.
It delivers web research performance with Parallel Search similar to DeepSeek V4.1 Flash (1017) at ~3x lower cost.
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Today we're launching Data Connectors in Parallel.
Your agents can now work with specialized third-party data through Parallel's best-in-class agentic web research APIs.
Our first partners are @AlliumLabs, @useapolloio, @Baselayerhq, @CarbonArcAI, @crunchbase, Faraday AI, @harmonic_ai, @MiddeskHQ, @Similarweb , @particle_news, @pensa_systems, and @Polymarket.
We're also launching free, opt-in access to biomedical sources including PubMed, and ChEMBL.
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Claude Opus 5.5 takes the #1# spot on Parallel's Search Capability Leaderboard, with a +4.3 gain over the second-highest score from Opus 5.
Parallel Search is now available in @baseten.
Pick Parallel for the most accurate web search at the lowest price. Your agents will thank you for the upgrade.
Your web search shouldn’t cost more than your inference.
It's simple:
If you’re using GPT 5.6 Luna or similarly priced models, chances are you’re overpaying for search.
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Today, @ArtificialAnlys announced their new Search Index, ranking leading web search APIs across quality, speed, and cost.
On an equal-weighted mean of DeepSearchQA F1, BrowseComp accuracy, and AA-Omniscience accuracy, Parallel is ranked #1#.
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Today we're launching Index: a platform for content owners to understand how AI agents use their work, and earn revenue when they do.
Our first partners include @TheAtlantic, @FortuneMagazine, @PRNewswire, @PitchBook, @ZoomInfo, @Tracxn, @RocketReachCo, @enigma_data, @fiscal_ai, plus creators @alexeheath, @mariogabriele @azeem, @every, and @packyM.
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lets agents call Parallel's Search, Extract, and Task APIs with no API key and no human authentication, paying per request with stablecoins on @tempo or x402 on Base.
Today's tech blog from @0xsunny77 walks through how we built the gateway:
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