The connectivity layer for AI
San Francisco, CA
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Universal Context Layer is LIVE!!
Introducing Merge’s Universal Context Layer.
It substantially decreases token cost while increasing accuracy.
Every company uses AI wrong:
Say your designer makes a deck using Claude. They teach Claude your design systems and typography.
Now a Marketing hire makes a deck. None of the information your designer taught Claude gets passed over… why?
Merge fixes this:
All knowledge and memory across your entire company gets stored inside our context layer.
When someone on the org teaches Al, that skill lives across the entire organization instead of staying locked in their session.
Your AI runs faster, cheaper, and with more accuracy. You don’t have to switch systems, incur more costs, or retrain anyone on your team, Merge runs invisibly in the background.
Book a demo here: merge.dev/merge-for-workforc…
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Last week for half-price GLM 5.3 (@Zai_org) on Merge Gateway.
It scores 60 out of 100 on the Artificial Analysis index and runs faster than anything else in that tier. The promo rate ends 30 September.
docs.merge.dev/merge-gateway…
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Merge Gateway enables the best AI teams to attribute every single dollar as granularly as possible. That’s why we’re excited about supporting the launch of AUDR from the @chargebee team, an open specification for recording agent usage and costs. A much needed standard for the space. An AUDR adapter for the Merge Gateway will be out soon.
Check it out here: openaudr.dev/
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Batch requests are now available on Merge Gateway!
Not every request needs an answer immediately.
Use our Batch API to route non-latency sensitive tasks for significantly cheaper prices. The same results at a fraction of the cost.
docs.merge.dev/merge-gateway…
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The model that tops agentic tool calling costs $0.50 per million output tokens.
GLM-5.3-Flash leads Toolathlon at 78.4%, and five of the top six run under $5 per million out. Price and tool-calling accuracy have come apart at the top of this board.
That's an argument for routing on the benchmark instead of committing to one model up front. Weight Toolathlon in a Build-Your-Own-Router policy and Gateway sends each tool-heavy request to whatever leads it that week.
Scores via llm-stats.com
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We're at CISO New York 2026!
Stop by our booth for some swag and the chance to win a Mac Mini.
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Merge retweeted
We're partnering with Nebius (@NebiusAI), Tavily (@Tavily), and Replit (@Replit) for Builders & Brews SF on October 9, 3 - 9 PM.
RSVP here: luma.com/tavily-u13g
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One week left on 90% off GLM 5.3 Flash.
A task costs nine tenths of a cent until September 30th, then nine cents. If you have a batch job, an eval sweep or a test suite you have been meaning to run, this is the week.
merge.dev/gateway
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Gemini 3.8 Flash TTS and Flash-Lite TTS from Google (@Google) are now available on Merge Gateway.
They take the top two spots on Hume AI's Overall Quality Index, and Flash TTS leads the Voice Design Benchmark at 71.4.
docs.merge.dev/merge-gateway…
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Grok 4.7 takes a step forward over Grok 4.6 in Artificial Analysis’s benchmarks:
+2 points on the Intelligence Index
+9 points on the Coding Agent Index with Grok Build
It's now #4 among native coding-agent setups.
Try Grok 4.7 on Merge Gateway today: gateway.merge.dev
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Full benchmark breakdown from Artificial Analysis: artificialanalysis.ai/articl…
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GPT-6 Sol and GPT-6 Luna from OpenAI (@OpenAI) are now available on Merge Gateway.
Both cost half as much as the 5.6 series, and OpenAI says Sol makes about half as many mistakes as GPT-5.6 Sol.
Sol for coding, Luna for high-volume extraction and summaries.
Check it out: docs.merge.dev/merge-gateway…
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