Surplus Intelligence

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Surplus Intelligence

Surplus Intelligence

@AskSurplus

An open market for inference. Save over 50%+ on frontier AI models. 0xC52aeDec3374422d7510E294cfAa90799595CBa3 https://t.co/J5UPuhSfsE

Katılım Mayıs 2026
3 Takip Edilen2.8K Takipçiler
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
We just made buying on Surplus faster to set up and easier to manage. New buyers now get a simple 3-step path: fund your account, create an API key, and make your first call. You’ll also see a ready-to-run API example with your key and live model prices injected. What else is new for buyers: • Funding rails are organized into clean tabs for on-chain USDC, card top-ups, and more • Routing controls live in one place, from priority/fallback providers to trusted-only or open marketplace routing • The best live discounts are shown upfront, so savings are easier to find • Mobile is cleaner, with a swipe-to-open sidebar • More providers are trusted by default, giving trusted-only buyers access to a wider pool of low-cost, healthy sellers Everything you need is now easier to find, with more control, better prices, and wider availability. -@AskSurplus
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Mac@mac_eth·
We're about to be the #4 app on Base Chain in terms of number of transactions. For context, #1 is core infrastructure used across many apps. #2 unnamed but might be uniswap or aerodrome if I had to guess. #3 is Base App... At our current transaction rate, we might be able to flip Base App.
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
We’ve got some new additions: all the GPT-5.6 models, including Terra, Luna, and Sol Grok 4.5 and HY3 are live on Surplus too 🟦➕
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
Workspaces & Organizations are live on Surplus Every account is now a personal org - solo users stay as is For shared work, create a team org to add teammates, assign roles, share one treasury, unify API keys, usage, and spend in the org, and organize projects into workspaces
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Mac@mac_eth·
ATHs in payment volume, payments, and sellers too. And we're now #5 builder code on base in terms of number of transactions & #21 for gas fees, in last 28d. dune.com/macstrelioff/s…
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Thokani 🕊️@thokani

Another ATH on every metric possible for @AskSurplus It processed 3.5b input tokens today excluding cached tokens @AskSurplus is outpeforming other Inference Markeplaces by 500-1000% Nasdaq For Inference base:0xc52aedec3374422d7510e294cfaa90799595cba3

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Surplus Intelligence
Surplus Intelligence@AskSurplus·
Reminder for day-one Surplus users: please update your base URL Before: surplusintelligence.ai/api/inference/… After: api.surplusintelligence.ai/v1 The new endpoint is direct, so requests are faster and we get cleaner API-side visibility for monitoring and support
Surplus Intelligence@AskSurplus

Important: update your API base URL New: api.surplusintelligence.ai/v1/ Old: surplusintelligence.ai/api/v1 - still works (backward compatible) but slower, less reliable, and will be deprecated, so migrate soon

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Mac@mac_eth·
UPDATE ON SURPLUS: First, if you're new here, we're building surplusintelligence.ai. We're an inference provider based on an open market. For high volume buyers, the market prices have been better than the prices you can get anywhere else. Our median discounts have been 40-60% vs other major inference providers. At a 50% discount, it means 2x as much inference for the same amount of spend. If you're building an AI product, you should definitely check us out! ---- I'm also building in the open. And this inspired someone to create a coin, $surplus. The creator is unknown but they gave the trading fees to my twitter account. I used some of the fees to get a few months of runway for a team. ---- Some major work completed by the team last month: 1. Migration to AWS (was completed faster than expected, props to the team). 2. Stripe payment support. Soon after adding this, we saw both; (1) some incremental payment volume, and (2) a shift from crypto to Stripe even though most current users are crypto natives and even though Stripe's fees are high -- both validate the decision to prioritize fiat support. 3. UI revamp. Site looks totally different now; no longer the basic template I made with Claude lol. ---- A few next priorities: 1. Major rework of the orderbook / routing / offer health logic. This is a large chunk of work but will address a lot of feedback we've gotten from both buyers and sellers. 2. Adding support for multi-tenant accounts and more features for business users. This prepares us to onboard business users. 3. Improvements to our media model offerings (image, video, ...). 4. Growth: cold outreach, seo, tech influencer marketing, ... . ---- Revenue: We still have 0% fees. We have roughly $1000-2000 of daily payment volume now, so if we turned on fees up to 5% we'd expect up to $50-100/day in revenue. We've made 69.82 ETH from all time trading fees, all of which is being swapped to USDC that is used for paying the team and other business costs (AWS credits, ...). We're continuing to explore options for increasing runway. We are taking our time on this to be sure we land on something fair to the token community and durable for us as a business that wants to grow rapidly. We aren't planning to sell $Surplus for more runway. ---- We also love feedback from our users, and we shape our priorities around what we hear from you. Let us know what features you'd like to see on Surplus! What are we missing? What is working well? What is confusing or frustrating? ... The best part of building in the open is hearing from you!
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
Surplus metrics hitting ATHs Yesterday was our highest payment volume day ever, with fiat credits accounting for 80% of volume Today we routed 2.5B input tokens, our highest daily input volume so far Surplus also crossed 1M+ requests in the last 28 days Usage, requests, and payments are all making new highs in the same window
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Thokani 🕊️
Thokani 🕊️@thokani·
Another All-Time-High in input tokens and USDC spend on @AskSurplus I believe that @base is the most positioned to be the hub of all Inference Markets Nasdaq of Inference
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Mac@mac_eth·
The combined economics of Venice and Surplus are so interesting. @AskVenice has a token, $DIEM, which gives $1/day of Venice API credits. gray line = total yield = 365 / $DIEM price. On surplusintelligence.ai, $DIEM holders can resell those credits (i.e. sell their yield to inference buyers). Sellers choose the discount that they offer to buyers. Higher discounts mean more of the yield goes to inference buyers, and lower discounts mean more of the yield meterializes for inference sellers ($DIEM holders). red = buyer yield = discount * total yield blue = seller yield = (1-discount) * total yield When I was bootstrapping the marketplace by selling my $DIEM yield at steep discounts in April and early May, practically all the yield was manifesting as nearly free inference for buyers on surplus. Now that demand has been growing faster than supply, sellers are getting a yield of around 15% (just over half of DIEM's full 30% yield). Inference buyers are still benefiting a lot, since the othe rest of the yield is manifesting as a subsidy for their inference costs.
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Tux
Tux@megastuffs·
Get 50% discount on Claude 5 Fable on @AskSurplus , pretty insane ngl
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
@0xbasemafia @AskVenice I might burn though those Fable 5 offers all myself.. PS: Swap in the surplus base url if you hit claude code limits. Continue at 50% off > buy list price credits
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
Surplus spot inference marketplace is already helping users save ~$15K per week Nearly $800K/year at the current pace
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
You can now get Surplus alerts in Telegram A lot of you asked for this. The same marketplace alerts you can get by email, like balance, routing, offer health, and provider key issues, can be sent straight to Telegram. Connect Telegram, tap Start in the bot, come back and confirm.
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
The guy she told you not to worry about has 2x your tokens Switch to Surplus - Save money - Get more tokens
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
Ready for surplus demand - Minus the surplus latency
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Surplus Intelligence
Surplus Intelligence@AskSurplus·
Surplus has officially migrated to AWS This was an important step toward reducing latency, improving infrastructure efficiency, and supporting larger enterprise integrations. From here, we’re better positioned to handle heavier workloads as usage grows. In other words: Surplus is now better built for surplus demand base:0xc52aedec3374422d7510e294cfaa90799595cba3
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