Companies competing in this space

Name Stage Founded
Align AI seed 2021
Aporia acquired 2019
Braintrust Series A 2023
Cleanlab Series A 2021
Confident AI pre-seed 2023
Deepchecks seed 2019
deepset Series B 2018
Encord Series B 2020
Exa Series B 2021
Fal Series D 2021
Galileo Series B 2021
Gentrace Series A 2023
Gretel.ai Series B 2019
Guardrails AI seed 2023
Gumloop Series A 2023
HuggingFace Series D 2016
Humanloop seed 2020
LabelBox Series D 2018
Lakera Series A 2021
LangChain Series B 2022
Langfuse seed 2022
Lightning AI Series B 2019
LllamaIndex Series A 2023
Lovable Series A 2023
Martian seed 2022
MutableAI seed 2021
Neptune.ai Series A 2017
Ollama pre-seed 2023
OpenAI Series F 2015
Openlayer Series A 2021
OpenPipe seed 2023
Ploomber seed 2021
Portkey seed 2023
Predibase acquired 2020
Promptfoo Series A 2024
PromptLayer seed 2021
Refuel seed 2021
RunPod seed 2022
Seldon Series B 2014
Sieve seed 2022
Superb AI Series C 2018
Surge AI Series A 2020
Unify seed 2022
Unsloth pre-seed 2023
Unstructured Series B 2022
Velvet pre-seed 2023
Vertesia seed 2024

About this competitive space

Tools for generally working with large language models (LLMs), from prompt engineering to output validation.

Metrics about companies in this space

Average blog post output per month

Name Average output Total all time
LangChain 13.4 642
LllamaIndex 8.8 317
Galileo 7.2 433
Encord 7.1 509
Lovable 3.3 118
Braintrust 2.8 99
Promptfoo 2.7 64
Lakera 2.3 140
Gumloop 2.2 79
Gretel.ai 2.2 182
Portkey 2.1 76
Fal 1.7 99
deepset 1.5 141
Predibase 1.3 94
PromptLayer 1.3 77
Cleanlab 1.3 76
Langfuse 1.2 57
Confident AI 1.1 40
Ollama 1.1 40
LabelBox 1.1 103
Humanloop 0.9 66
Vertesia 0.8 20
OpenPipe 0.8 27
Aporia 0.7 58
Align AI 0.3 20
Ploomber 0.1 6
Superb AI Not yet available. Not yet available.
OpenAI Not yet available. Not yet available.
RunPod Not yet available. Not yet available.
Unstructured Not yet available. Not yet available.
MutableAI Not yet available. Not yet available.
Seldon Not yet available. Not yet available.
HuggingFace Not yet available. 152
Neptune.ai Not yet available. 268
Gentrace Not yet available. 11
Surge AI Not yet available. Not yet available.
Lightning AI Not yet available. Not yet available.
Sieve Not yet available. Not yet available.
Martian Not yet available. 5
Guardrails AI Not yet available. 26
Deepchecks Not yet available. 32
Openlayer Not yet available. 14
Refuel Not yet available. Not yet available.
Unsloth Not yet available. Not yet available.
Unify Not yet available. Not yet available.
Exa Not yet available. 33
Velvet Not yet available. Not yet available.