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Tools · ml frameworks · Alternatives

TensorFlow Lite alternatives

As of 4 November 2026, 39 ml frameworks are named by companies instead of TensorFlow Lite: PyTorch by 5,581 companies, TensorFlow by 4,387, scikit-learn by 1,639.

As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

TensorFlow Lite, companies in postings
127
Most used alternative
PyTorch · 5,581
Fastest hiring, 90 days
PyTorch
Alternatives ranked
39
Catalogue
T-1.0.1-prov
01Ranked by evidence

ml frameworks companies choose instead of TensorFlow Lite

Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.

#AlternativeCompaniescompaniesvs TensorFlow Litepostings, 90 dCompare
1
PyTorchPyTorch Foundation
5,5814394%17,504soon
2
TensorFlowGoogle
4,3873454%12,007soon
3
scikit-learnscikit-learn developers
1,6391291%3,810soon
4
OpenCVOpenCV.org
812639%1,586soon
5
JAXGoogle
740583%1,878soon
6
Hugging Face TransformersHugging Face
616485%1,263soon
7
KerasGoogle
605476%1,320soon
8
XGBoostDMLC
574452%1,097soon
9
ONNXLinux Foundation
435343%835soon
10
LightGBMMicrosoft
267210%511soon
11
Core MLApple
214169%426soon
12
DeepSpeedMicrosoft
207163%328soon
13
Hugging Face PEFTHugging Face
205161%508soon
14
spaCyExplosion
193152%388soon
15
PyTorch FSDPMeta
163128%269soon
16
YOLOUltralytics
163128%281soon
17
NLTKNLTK Project
145114%278soon
18
Megatron-LMNVIDIA
11389%284soon
19
NVIDIA NeMoNVIDIA
11187%579soon
20
SHAPSHAP
10079%215soon
21
Apache TVMApache Software Foundation
9474%256soon
22
XLAOpenXLA
7962%246soon
23
TRLHugging Face
6148%96soon
24
Spark MLlibApache Software Foundation
6047%175soon
25
AWQ
5241%142soon
26
LIMELIME
5039%110soon
27
CatBoostYandex
4737%94soon
28
CaffeBAIR
4535%87soon
29
HALCONMVTec
4233%113soon
30
verl
4031%113soon
31
scikit-imagescikit-image
3729%69soon
32
Amazon ComprehendAmazon
3427%81soon
33
GensimRARE Technologies
3427%54soon
34
FlashAttentionDao-AILab
2822%92soon
35
Apache MXNetApache Software Foundation
2721%146soon
36
GymnasiumFarama Foundation
2721%41soon
37
MediaPipeGoogle
2520%24soon
38
IREEOpenXLA
2318%53soon
39
MLXApple
2318%74soon
18,225 companies name a ml framework in their postings.

Filter on any of them, or on TensorFlow Lite users who also name an alternative, and open the person who owns the stack.

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Cite this

Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.

39 ml frameworks are named by companies instead of TensorFlow Lite: PyTorch by 5,581 companies, TensorFlow by 4,387, scikit-learn by 1,639, measured from their own job postings. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/tensorflow-lite/alternatives)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • RankingCompanies whose own postings name the tool as the team's system, from the Breaknorm technology catalogue T-1.0.1-prov. Editions are folded into their parent product.
  • 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
  • Not includedRatings, prices, feature claims, sponsored positions.
FAQ

TensorFlow Lite alternatives: questions

What is the most used alternative to TensorFlow Lite?

PyTorch: 5,581 companies name it in their own job postings, against 127 for TensorFlow Lite.

How is this list ranked?

By the number of companies whose own postings name the tool as the team's system (Breaknorm technology catalogue T-1.0.1-prov), then by postings in the last 90 days. No ratings, no vendor input, no sponsored positions.

Does this say which is better?

No. It says who uses what, by company size, industry and country, so you can see which tools companies like yours choose. For features and prices, read the vendors.

Can I get the companies on any of these?

Yes: click the tool, see the first 20 companies, and sign up for the full list with verified e-mails. Counting is free.

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