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On-Device AI

Score 13.0 / 100 13 providers +2 via APIs 3 APIs Search apis.io →

Providers using this tag (13)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Developing 2 Usable, with meaningful gaps to close

Ditto AudioText-to-SpeechVoice PluginsAudiobooksNeural Voice1 API41.6 FlowerCompanyFederated LearningFederated AIMachine Learning40.7

Thin 1 Limited public surface area

NeuphonicText-to-SpeechVoice AIAudioStreaming1 API35.6

Emerging 5 Early or largely undocumented

MiraiCompanyArtificial IntelligenceInference1 API19.9 webAICompanyArtificial IntelligenceEdge AI22.9 RunAnywhereCompanyInferenceMachine Learning1 API21.4 Useful SensorsCompanyArtificial IntelligenceSpeech-to-TextText-to-Speech16.1 Silk LabsCompanyArtificial IntelligenceMachine LearningIoT12.1

Minimal 4 Almost no public developer surface

RekenCompanyArtificial IntelligenceSecurityCybersecurity10.8 NeutronTechCompanyAppleiPhoneMac8.7 General InstinctCompanyArtificial IntelligenceMachine LearningEdge AI3.9 SnipsCompanyVoiceArtificial IntelligenceNatural Language Understanding3.7

Unrated 1 Not yet scored

TetraCompanyArtificial IntelligenceMachine Learning

APIs with this tag (3)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Developing 1 Usable, with meaningful gaps to close

Chrome Built-in AI APIsOn-device AI APIs powered by Gemini Nano built into Chrome for text generation, summarization, translation,...46.2

Thin 1 Limited public surface area

TensorFlow Lite APILightweight solution for ML inference on mobile and embedded devices, optimized for on-device model execution.35.1

Emerging 1 Early or largely undocumented

Mirai uzu Inference SDKuzu is Mirai's first-party, high-performance on-device inference engine. A single high-level API — shared a...19.9

Companies reaching this through an API (2)

These companies publish an API, specification or operation carrying “On-Device AI” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Google Chrome TensorFlow

Score breakdown

Frequency

31.4

log-scaled weighted occurrences

Breadth

0.2

spread across providers

Quality lift

23.7

mean composite of providers using it

Cohesion

2.5

strength of nearest seed neighbor

Where this tag comes from

Provider tag13

Api tag3

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find_cohortsEvery scored population of providers in the catalog.

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