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# ![Inference Graphic](https://lunarcrush.com/gi/w:26/t:inference.png) Inference

Nvidia leads in new AI inference benchmarks, while Allora Network and Cysic make waves in decentralized AI and ComputeFi, respectively. DeepSeek's new model cuts API costs.

### About Inference
Inference refers to the process of applying trained AI models to real-world tasks.  

### Engagements: XXXXXXX [#](/topic/inference/interactions)
---
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/t:inference/c:line/m:interactions/iv:1d.svg)  
[Engagements 24-Hour Time-Series Raw Data](/topic/inference/time-series/interactions.tsv)  
**Current Value**: XXXXXXX  
**Daily Average**: XXXXXXXXX  
**1 Week**: XXXXXXXXXX -XX%  
**1 Month**: XXXXXXXXXXX +37%  
**6 Months**: XXXXXXXXXXX +19%  
**1 Year**: XXXXXXXXXXX +81%  
**1-Year High**: XXXXXXXXXX on 2025-02-13  
**1-Year Low**: XXXXXXX on 2024-12-01  

| Social Network | X       | Reddit | YouTube | News  | TikTok |
| -------------- | -       | ------ | ------- | ----  | ------ |
| Engagements    | XXXXXXX | XXX    | XXXXXX  | XXXXX | XXXXX  |
  

  
  
### Mentions: XXXXX [#](/topic/inference/posts_active)
---
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/t:inference/c:line/m:posts_active/iv:1d.svg)  
[Mentions 24-Hour Time-Series Raw Data](/topic/inference/time-series/posts_active.tsv)  
**Current Value**: XXXXX  
**Daily Average**: XXXXX  
**1 Week**: XXXXX -XX%  
**1 Month**: XXXXXX -XX%  
**6 Months**: XXXXXXX +341%  
**1 Year**: XXXXXXX +341%  
**1-Year High**: XXXXX on 2025-07-27  
**1-Year Low**: XXX on 2024-11-08  

| Social Network | X     | Reddit | YouTube | News | TikTok |
| -------------- | -     | ------ | ------- | ---- | ------ |
| Mentions       | XXXXX | XXX    | XXX     | XX   | XXX    |
  

  
  
### Creators: XXXXX [#](/topic/inference/contributors_active)
---
![Creators Line Chart](https://lunarcrush.com/gi/w:600/t:inference/c:line/m:contributors_active/iv:1d.svg)  
[Creators 24-Hour Time-Series Raw Data](/topic/inference/time-series/contributors_active.tsv)  
XXXXX unique social accounts have posts mentioning Inference in the last XX hours which is down XX% from XXXXX in the previous XX hours
**Daily Average**: XXXXX  
**1 Week**: XXXXX -XX%  
**1 Month**: XXXXX -XX%  
**6 Months**: XXXXXX +176%  
**1 Year**: XXXXXX +172%  
**1-Year High**: XXXXX on 2025-07-26  
**1-Year Low**: XXX on 2024-11-02  

The most influential creators that mention Inference in the last XX hours

| Creator                                                     | Rank | Followers | Posts | Engagements |
| -------                                                     | ---- | --------- | ----- | ----------- |
| [@probnstat](/creator/twitter/probnstat)                    | X    | XXXXXX    | X     | XXXXXX      |
| [@nvidia](/creator/youtube/nvidia)                          | X    | XXXXXXXXX | X     | XXXXX       |
| [@grok](/creator/twitter/grok)                              | X    | XXXXXXXXX | XX    | XXX         |
| [@tambetm](/creator/twitter/tambetm)                        | X    | XXX       | X     | XXX         |
| [@teachmytoddsquad](/creator/tiktok/teachmytoddsquad)       | X    | XXXXX     | X     | XXX         |
| [@inference_net](/creator/twitter/inference_net)            | X    | XXXXXX    | X     | XXX         |
| [@jonathan.interviews](/creator/tiktok/jonathan.interviews) | X    | XXXXXX    | X     | XX          |
| [@lateinteraction](/creator/twitter/lateinteraction)        | X    | XXXXXX    | X     | XX          |
| [@KairosPraxis](/creator/twitter/KairosPraxis)              | X    | XXXXX     | X     | XX          |
| [@drnic](/creator/youtube/drnic)                            | XX   | XXXXXXX   | X     | XX          |

[View More](/list/creators/inference/100)
  
  
### Sentiment: XX% [#](/topic/inference/sentiment)
---
![Sentiment Line Chart](https://lunarcrush.com/gi/w:600/t:inference/c:line/m:sentiment/iv:1d.svg)  
[Sentiment 24-Hour Time-Series Raw Data](/topic/inference/time-series/sentiment.tsv)  
**Current Value**: XX%  
**Daily Average**: XX%  
**1 Week**: XX% -X%  
**1 Month**: XX% +2%  
**6 Months**: XX% -X%  
**1 Year**: XX% +20%  
**1-Year High**: XX% on 2025-03-02  
**1-Year Low**: X% on 2025-02-13  

**Most Supportive Themes**
- **Decentralized AI Infrastructure:** (35%) The development and adoption of decentralized AI infrastructure, including platforms like Allora Network, Cysic, and Ritual, are gaining traction.
- **Verifiable AI and ComputeFi:** (30%) The emphasis on verifiable AI outputs and the emergence of ComputeFi, where compute power is tokenized and treated as a financial asset, is a key trend.
- **AI Hardware and Efficiency:** (20%) Advancements in AI hardware, including new architectures and chips from companies like Euclyd, are driving down costs and increasing efficiency.
  
**Most Critical Themes**
- **Centralization Concerns:** (10%)  Concerns about the concentration of AI power in the hands of a few large companies and the potential for dependence on cloud providers.
- **Scalability and Cost:** (5%)  Challenges related to the scalability and cost-effectiveness of AI inference, particularly for resource-intensive tasks.
  
Network engagement breakdown:  
| Network | Positive | %   | Neutral | %   | Negative | %   |
| ------- | -------- | -   | ------- | -   | -------- | -   |
| X       | XXXXXXX  | XX% | XXXXXXX | XX% | XXXXXXX  | XX% |
| Reddit  | XXX      | X%  | XXX     | X%  | XX       | X%  |
| YouTube | XXXXXX   | X%  | XXXXXX  | X%  | XXXXX    | X%  |
| News    | XXX      | X%  | XXXXX   | X%  | X        | X%  |
| TikTok  | XXXXX    | X%  | XXXXX   | X%  | XXX      | X%  |
|         |          |     |         |     |          |     |
| Total   | XXXXXXX  | XX% | XXXXXXX | XX% | XXXXXXX  | XX% |
  


**Top assets mentioned**
In the posts about Inference in the last XX hours

[NVIDIA Corp. (NVDA)](/topic/$nvda)
[Advanced Micro Devices (AMD)](/topic/advanced-micro-devices)
[Alphabet Inc Class A (GOOGL)](/topic/$googl)
[Bittensor (TAO)](/topic/bittensor)
[Microsoft Corp. (MSFT)](/topic/microsoft)
[Ethereum (ETH)](/topic/ethereum)
[Broadcom, Inc. (AVGO)](/topic/$avgo)
[Bitcoin (BTC)](/topic/bitcoin)
[Cykura (CYS)](/topic/$cys)
[Solana (SOL)](/topic/solana)

**Top topics mentioned**
In the posts about Inference in the last XX hours

[stocks technology](/topic/stocks-technology), [$nvda](/topic/$nvda), [decentralized](/topic/decentralized), [gpu](/topic/gpu), [faster](/topic/faster), [coins layer 1](/topic/coins-layer-1), [onchain](/topic/onchain), [#ai](/topic/#ai), [open ai](/topic/open-ai), [infrastructure](/topic/infrastructure), [advanced micro devices](/topic/advanced-micro-devices), [token](/topic/token), [coins depin](/topic/coins-depin), [coins defi](/topic/coins-defi), [stack](/topic/stack), [zk](/topic/zk), [realtime](/topic/realtime), [coins dao](/topic/coins-dao), [stocks communication services](/topic/stocks-communication-services), [coins solana ecosystem](/topic/coins-solana-ecosystem), [web3](/topic/web3), [future of](/topic/future-of), [$googl](/topic/$googl), [blockchain](/topic/blockchain), [bittensor](/topic/bittensor), [hardware](/topic/hardware), [accuracy](/topic/accuracy), [coins made in usa](/topic/coins-made-in-usa), [chips](/topic/chips), [has been](/topic/has-been), [asics](/topic/asics), [investment](/topic/investment), [applications](/topic/applications), [protocol](/topic/protocol), [instead of](/topic/instead-of), [prediction](/topic/prediction), [elon musk](/topic/elon-musk), [stocks bitcoin treasuries](/topic/stocks-bitcoin-treasuries), [coins oracle](/topic/coins-oracle), [meta](/topic/meta), [$7936t](/topic/$7936t), [money](/topic/money), [networks](/topic/networks), [built on](/topic/built-on), [china](/topic/china), [hybrid](/topic/hybrid), [microsoft](/topic/microsoft), [integration](/topic/integration), [6969](/topic/6969), [coins ai](/topic/coins-ai), [ethereum](/topic/ethereum), [proof of](/topic/proof-of), [$avgo](/topic/$avgo), [real world](/topic/real-world), [developers](/topic/developers), [stocks](/topic/stocks), [bitcoin](/topic/bitcoin), [gpus](/topic/gpus), [logic](/topic/logic), [stocks bitcoin miners](/topic/stocks-bitcoin-miners), [stocks consumer cyclical](/topic/stocks-consumer-cyclical), [topics](/topic/topics), [signals](/topic/signals), [coins base ecosystem](/topic/coins-base-ecosystem), [oracle](/topic/oracle), [stocks financial services](/topic/stocks-financial-services), [coins bitcoin ecosystem](/topic/coins-bitcoin-ecosystem), [coins ai agents](/topic/coins-ai-agents), [unlock](/topic/unlock), [coins pow](/topic/coins-pow), [builders](/topic/builders), [youtube](/topic/youtube), [amazon web services](/topic/amazon-web-services), [$cys](/topic/$cys), [adoption](/topic/adoption), [mining](/topic/mining), [all the](/topic/all-the), [solana](/topic/solana), [compact](/topic/compact), [$ai4](/topic/$ai4), [$amd](/topic/$amd), [coins bittensor ecosystem](/topic/coins-bittensor-ecosystem), [live on](/topic/live-on), [llm](/topic/llm), [$intc](/topic/$intc), [humans](/topic/humans), [chains](/topic/chains), [artificial](/topic/artificial), [over the](/topic/over-the), [coins bsc](/topic/coins-bsc), [generated](/topic/generated), [$nbis](/topic/$nbis), [xai](/topic/xai), [coins nft](/topic/coins-nft), [azure](/topic/azure), [coins real world assets](/topic/coins-real-world-assets), [tesla](/topic/tesla), [up the](/topic/up-the), [staking](/topic/staking), [$crwv](/topic/$crwv)

### Top News [#](/topic/inference/news)
---
Top news links shared on social in the last XX hours  

*Showing a maximum of X news posts for non-authenticated requests. Use your API key in requests for full results.*  

"AMD Eyes New Opportunities As AI Workloads Transition to Inference - Business Insider"  
[News Link](https://www.businessinsider.com/ai-workloads-transition-inference-amd-mark-papermaster-edge-devices-2025-4) [@BusinessInsider](/creator/x/BusinessInsider) 2025-10-19T06:07Z 208.1M followers, XX engagements



### Top Social Posts [#](/topic/inference/posts)
---
Top posts by engagements in the last XX hours

*Showing only X posts for non-authenticated requests. Use your API key in requests for full results.*

"I've just drafted a new blogpost "GPU demand is (1Mx) distorted by efficiency problems which are being solved" Mid-2024 Andrej Karpathy trained GPT-2 for $XX. Six months later Andreessen Horowitz reported LLM costs falling 10x annually. Two months after that DeepSeek shocked markets with radical reductions in training and inference requirements. For AI researchers this is all good news. For executives policymakers and investors forecasting GPU demand. less so. Many were caught off guard. The problem isnt that executives / policymakers / investors lacked access to information per se its that"  
[X Link](https://x.com/iamtrask/status/1979996110761660793) [@iamtrask](/creator/x/iamtrask) 2025-10-19T19:40Z 78.9K followers, 10.9K engagements


"Running DCs is very hard for small players unless they can differentiate at the inference layer RL post training is another emerging vector for differentiation (Thinky Machine and CoreWeave/OpenPipe have products for this)"  
[X Link](https://x.com/zephyr_z9/status/1979995924400099618) [@zephyr_z9](/creator/x/zephyr_z9) 2025-10-19T19:39Z 38.2K followers, 4445 engagements


"OpenAI's Broadcom deal shows how the AI startup is diversifying its chip suppliers including Nvidia chips for training and Broadcom chips for inference (Christopher Mims/Wall Street Journal)"  
[Reddit Link](https://redd.it/1oayb7y) [@Ezio-0](/creator/reddit/Ezio-0) 2025-10-19T19:18Z X followers, X engagements


"$RENDER The proposal aims to give the Render Network the ability to handle these enterprise-scale jobs such as: - Training large foundation models (LLMs image or world models) - Real-time AI inference for chatbots image generation or video synthesis Probably nothing"  
[X Link](https://x.com/C3_Nik/status/1979986267401285940) [@C3_Nik](/creator/x/C3_Nik) 2025-10-19T19:01Z 29.3K followers, 1524 engagements