How did NVIDIA TensorRT Model Connect do on X?
NVIDIA posted the TensorRT Model Connect launch from @NVIDIAAI on Aug 18, 2026. The post has 99,470 views, 537 likes, 64 reposts, 16 quotes and 32 replies, an engagement rate of 0.65%. It ranks #1834 of the 2,981 launches Gridd tracks.
We just released TensorRT Model Connect in Public Preview. You can take a supported @huggingface model to end-to-end TensorRT inference in just two commands. No intermediate ONNX export, and the resulting bundle can run through native C++ APIs. We also built the entire project with @OpenAIDevs Codex agents, with humans directing and reviewing the work. That includes model implementations, performance tuning, tests, integrations, and docs. It’s open source, so go try it out, dig into the implementations, or contribute support for a new model: https://github.com/NVIDIA/TensorRT-Model-Connect
- 56%the median launch177.5K median views
- #1834of the launches we trackout of 2,981
- 0.3xits own following363,256 followers
- Views
- 99.5K
- Likes
- 537
- Reposts
- 64
- Quotes
- 16
- Replies
- 32
- Bookmarks
- 186
What would these views cost to buy?
At $100 per 1,000 views, the rate a brand pays an agency charging $100K for one million views, 99.5K views would cost $10K. Gridd guarantees one million views, 10x what this post got, for about $25K.
The post reached about 0.3 views for every follower of @NVIDIAAI.
What launched?
NVIDIA released TensorRT Model Connect in public preview, taking a supported Hugging Face model to end-to-end TensorRT inference in two commands with no ONNX export.
How does it compare with other launches?
NVIDIA TensorRT Model Connect has more views than 38% of the 2,981 launches Gridd tracks: 56% of the median launch's 177.5K views.
- NVIDIA TensorRT Model Connect99.5K
- Median tracked launch177.5K
- #1: xAI Voice Cloning204M
| Metric | NVIDIA TensorRT Model Connect | Median launch |
|---|---|---|
| Views | 99.5K | 177.5K |
| Engagement rate | 0.65% | 0.48% |
| Views per follower | 0.3 | 2.6 |
| Quote posts | 16 | 27 |
| Saves per 10K views | 18.7 | 13.7 |
Other NVIDIA launches we track: NVIDIA Nemotron 3.5 Lightning (2.7M views), NVIDIA Nemotron 3 Ultra (1.3M views), NVIDIA Nemotron 3.5 Super VL (611.9K views), NVIDIA Cosmos 3 Edge (212.5K views) and NVIDIA DeepStream 9.1 (50K views). All 6 NVIDIA launches, or every developer tools launch.
Against launches like it
A launch only means something against comparable ones. These are the groups it belongs to, and where it sits in each.
| Compared with | Launches | Median views | This one | Rank |
|---|---|---|---|---|
| Developer tools launches | 607 | 111.2K | 89% | #319 |
| Accounts 100K to 1M followers | 973 | 241.4K | 41% | #677 |
| Image launch posts | 660 | 151.4K | 66% | #380 |
| Every launch | 2,981 | 177.5K | 56% | #1834 |
What this launch shows
From an account with 363.3K followers, the post reached 0.3 times the account's following. Launches from accounts 100K to 1M followers reach a median of 0.9 times their following, so this one went about 29% as far as usual for its size. It ranks 677 of 973 launches from accounts that size.
It drew 16 quote posts, 1.6 per 10,000 views against a median of 1.7. Fewer people than usual added their own take, and a quote post is what carries a launch to audiences the account does not have.
The first line is "We just released TensorRT Model Connect in Public Preview.". The post runs 84 words, against a median of 39 for launch posts here, and leads with an image: image launches have a median of 151.4K views, against 186.1K for the rest.
There is a link in the post. Launch posts with a link have a median of 160.7K views in the tracker.
It went out on a Tuesday (UTC). Tuesday launches have a median of 197.9K views, the strongest day in the tracker.
Every comparison is against the 2,981 launches in the tracker, read on Nov 14, 2026. Medians, not averages. See the state of launches on X for the full breakdown.
Questions about this launch
- What is NVIDIA?
- In its own words on X: "Teaching your AI new tricks." NVIDIA posted the TensorRT Model Connect launch from @NVIDIAAI on Aug 18, 2026.
- How many views did NVIDIA TensorRT Model Connect get on X?
- 99,470 views. NVIDIA posted it from @NVIDIAAI on Aug 18, 2026, and the post has 537 likes, 64 reposts, 16 quotes, 32 replies and 186 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.
- Was NVIDIA TensorRT Model Connect a big launch on X?
- It ranks #1834 of the 2,981 launches Gridd tracks, with more views than 38% of them and 56% of the median launch's 177.5K views. Its engagement rate is 0.65%, against a median of 0.48%.
- What would 99.5K views on X cost to buy?
- At $100 per 1,000 views, the rate a brand pays an agency charging $100K for one million views, 99.5K views would cost $10K. Gridd guarantees one million views, 10x what this post got, for about $25K.
Source: Gridd launch tracker, gridd.agency/launches/nvidia-tensorrt-model-connect, read from the post on X on Nov 14, 2026. Free to cite with a link (CC BY 4.0). Get every launch as JSON.