Head-to-head · Emotion AI Software
Behavioral Signals API vs EMOS
Behavioral Signals API leads on 0 checks, EMOS on 0, and 3 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreBehavioral Signals API · 8.4/10
- Free planonly Behavioral Signals API
Behavioral Signals API scores higher on our rubric for emotion ai software: 8.4 against 8.0 out of 10; our editors rank them #4 and #6.
Behavioral Signals API is the better fit for developers analyzing emotion and behavior in audio. EMOS is the better fit for teams seeking multimodal affect APIs.
- Behavioral Signals API fits best
Developers analyzing emotion and behavior in audio
- EMOS fits best
Teams seeking multimodal affect APIs
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Side by side
| Feature | Behavioral Signals API 8.4/10 Visit ↗ | EMOS 8.0/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.4 | 8.0 |
| Ranking | #4 in Emotion AI Software | #6 in Emotion AI Software |
| Best for | Developers analyzing emotion and behavior in audio | Teams seeking multimodal affect APIs |
| Pricing model | Free plan + paid | Paid |
| Starting price | — | Pricing on request |
| Free plan | ✓ (best) | Not checked yet |
| Free trial | — | — |
| Support | Email, Community, Docs | |
| Built for | Small business, Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features Behavioral Signals API 2/3 · EMOS 2/3 | ||
| Real-time analysis | ✓ | ✓ |
| API access | ✓ | ✓ |
| Data retention control | Not checked yet | Not checked yet |
| Specs | ||
| Input modalities | audio, video | voice, text/language, facial expressions |
| Deployment | Api | Api |
| Supported languages | Not checked yet | 2 |
| Our review | ||
| Pros |
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| Cons |
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| Our verdict | Behavioral Signals API analyzes audio for emotion, behavioral predictions, and interaction metrics, aimed at developers adding those capabilities to third-party applications. Outputs include emotion labels such as anger, happiness,… Read the review → |
EMOS provides APIs and a developer platform for adding affect analysis to conversational applications. It is aimed at teams in customer service, finance, healthcare and smart devices that want to work with voice, text or facial-expression… Read the review → |
Strengths and trade-offs
Behavioral Signals API — where it wins
- Supports real-time and batch audio analysis with diarization and ASR
- Reports interaction metrics such as speaking rate and tone variety
- Offers SDKs for JavaScript, Android, Swift, Python, and Java
Where it doesn't
- Core analysis focuses on audio rather than broad multimodal inputs
- On-premises deployment is offered for custom projects
- Some plan options focus specifically on deepfake detection
EMOS — where it wins
- Analyzes voice, text and facial expressions for emotion recognition
- Supports real-time affect, sentiment, stress and personality analysis
- Adds conversational AI, question answering and abstractive summarization
Where it doesn't
- API deployment requires integration into a separate application
- Pricing is available by contacting the vendor
- Supported languages identified are English and Chinese
- Behavioral Signals API8.4/10 · Free plan
Audio analysis API for emotion, behavior, interaction metrics, and voice deepfake detection.
Visit siteFull verdict → - EMOS8.0/10 · Pricing on request
A multimodal affect API spanning voice, text and facial expressions.
Contact EMOSFull verdict →
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All emotion AI software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update




