Best LLM fine-tuning and hosting platforms, according to AI

Data as of Aug 25, 2026 · Based on 1,343 AI responses · See how Parse measures this

LLM Fine-Tuning and Hosting Platforms

357 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best LLM Fine-Tuning and Hosting Platforms, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	Hugging FaceThe core ecosystem for models, datasets, and its beginner-friendly AutoTrain tools.	The core ecosystem for models, datasets, and its beginner-friendly AutoTrain tools.	43%
2	OllamaThe clear favorite for simple, local self-hosting via command-line.	The clear favorite for simple, local self-hosting via command-line.	42%
3	OpenWebUIThe go-to self-hosted web UI to pair with Ollama.	The go-to self-hosted web UI to pair with Ollama.	28%
4	vLLMConsistently recommended as a high-performance engine for production-Scale self-hosted inference.	Consistently recommended as a high-performance engine for production-Scale self-hosted inference.	26%
5	Together AIA dominant choice for easy, managed fine-tuning, especially for small budgets.	A dominant choice for easy, managed fine-tuning, especially for small budgets.	26%
6	LM StudioA popular user-friendly desktop GUI for locally running and managing models.	A popular user-friendly desktop GUI for locally running and managing models.	22%
7	OpenLLM		21%
8	LocalAI		18%
9	RunPodA frequently-cited budget option for pay-as-you-go GPU rentals.	A frequently-cited budget option for pay-as-you-go GPU rentals.	16%
10	Amazon		15%
11	Vast.ai		12%
12	DatabricksKey enterprise platform for fine-tuning with bucket data and retaining model ownership.	Key enterprise platform for fine-tuning with bucket data and retaining model ownership.	12%
13	Alphabet		12%
14	BentoML		10%
15	LangChain		10%
16	Mistral		9%
17	Kubernetes		8%
18	Ray		8%
19	Meta Llama		8%
20	AnythingLLM		8%
21	Docker		7%
22	Langfuse		7%
23	Axolotl		7%
24	Jan		6%
25	Text Generation WebUI		6%
26	Microsoft		6%
27	llama.cpp		6%
28	GPT4All		6%
29	Fireworks.ai		5%
30	KoboldAI		5%
31	LLMStack		5%
32	Nebius		5%
33	OpenAI		5%
34	LLaMA-Factory		5%
35	Lambda		5%
36	Silicon Flow		4%
37	Colab Enterprise		4%
38	Kubeflow		4%
39	Alibaba Group		4%
40	NVIDIA		4%
41	Predibase		4%
42	PyTorch		4%
43	TrueFoundry		3%
44	MLflow		3%
45	LibreChat		3%
46	OpenPipe		3%
47	Hugging Face Trainer API		3%
48	n8n		3%
49	Weights & Biases		3%
50	MosaicML		3%
51	H2O.ai		3%
52	Llamafile		3%
53	Scale		2%
54	DeepSeek		2%
55	Yatai		2%
56	Cudo Compute		2%
57	OpenWebUIThe go-to self-hosted web UI to pair with Ollama.	The go-to self-hosted web UI to pair with Ollama.	2%
58	Google Gemini API		2%
59	Hyperstack Cloud		2%
60	Spring AI Playground		2%
61	Dynamiq		2%
62	Unsloth		2%
63	LiteLLM		2%
64	FinetuneDB		2%
65	Replicate		2%
66	LocalAGI		1%
67	Sealos		1%
68	Plural		1%
69	Qdrant		1%
70	Weaviate		1%
71	LlamaIndex		1%
72	Chroma		1%
73	Milvus		1%
74	PremAI		1%
75	SGLang		1%
76	DeepSpeed		1%
77	Msty		1%
78	Flowise		1%
79	IBM		1%
80	Anyscale		1%
81	PrivateGPT		1%
82	AIBrix		1%
83	Grafana		1%
84	Entrypoint AI		<1%
85	Deepset		<1%
86	Nscale		<1%
87	Hugging Face PEFT		<1%
88	PostgreSQL		<1%
89	Oracle		<1%
90	Digitalocean		<1%
91	Braintrust		<1%
92	Anthropic		<1%
93	Onyx		<1%
94	KServe		<1%
95	FastChat		<1%
96	CrewAI		<1%
97	Skypilot		<1%
98	Technology Innovation Institute		<1%
99	LocalRecall		<1%
100	OnPrem.LLM		<1%