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Recall.ai Competitors & Alternatives

Meeting Bot API Benchmark 2026

Objective benchmark comparing Recall.ai, Meeting BaaS, Nylas, and Skribby across Google Meet, Microsoft Teams, and Zoom. Measured join speed, reliability, diarization and transcription accuracy, transcript and video delivercy latency, and recording quality. Tested for feature parity.

Overall Performance

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Meeting BaaS
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Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Reliability
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
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Transcription Diarization Quality
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Recording Quality
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Recording Availability Speed
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Transcription Availability Speed
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting Bot Join Speed
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Integration and Feature Support
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Privacy and Security
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Developer Experience
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Price
MeetingBaas
Nylas
Skribby
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MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
MeetingBaas
Nylas
Skribby
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Key Results

Across the metrics tested in this benchmark, Recall.ai ranked highest overall among meeting bot APIs evaluated. In controlled tests across Zoom, Google Meet, and Microsoft Teams, Recall.ai consistently demonstrated stronger reliability, recording quality, diarization and transcription accuracy, returned transcripts and recordings faster, and logged faster join times than the alternatives tested.

Methodology

All providers were tested under identical meeting conditions to ensure a fair comparison. Each provider was tested using the same meeting instances across Zoom, Google Meet, and Microsoft Teams. Baseline testing included 100 meetings per provider per platform.

Join times, leave events, failures, artifact delivery, and readiness latency were logged programmatically for each meeting run. No vendors were allowed to submit recordings or selectively choose test cases.

This benchmark reflects observed results from controlled meeting runs, not vendor-provided examples.

White information icon inside a circle on a black background.

Recall.ai also supports Webex, GoTo, Slack Huddles, etc. Those platforms were excluded from head-to-head testing because competitors do not support them.

Violin plot showing Google Meet ad hoc join speed latency in seconds for Recall.ai, MeetingBaas, Nylas, and Skribby, with Recall.ai having the lowest latency and Skribby the highest, where lower is better.Violin plot comparing Microsoft Teams video availability latency in seconds for Recall.ai, MeetingBaas, Nylas, and Skribby, showing Recall.ai and Skribby with lowest latency and MeetingBaas with highest latency.

Reliability

Reliability measures whether a meeting bot can successfully join meetings, remain connected, and produce complete artifacts. We track join failures, bot detection by the platform, post-join dropouts, and whether recordings and transcripts are ultimately delivered.

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Winner
Recall.ai

Recall.ai had the highest overall successful session rate, with fewer bot detections, join failures, dropouts, and missing artifacts.

Ad Hoc Meeting Reliability

Ad hoc meeting reliability measures how reliably a bot can join and remain in meetings when the join request is issued immediately, rather than scheduled ahead of time. This reflects production workflows where bots are triggered dynamically from a meeting link or event.

We measure the full lifecycle of the join attempt across Zoom, Google Meet, and Microsoft Teams, including bot detection (when the platform blocks the bot), join failures, bot dropouts after joining, and successful joins. A successful run requires the bot to both join and remain in the meeting for the duration of the meeting.

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Winner
Recall.ai

Recall.ai achieved the highest successful session rate, with zero bot detections and dropouts and fewer join failures across platforms.

Recording Reliability

Recording reliability measures whether a complete recording (audio/video) is successfully produced after the meeting ends.

Failures include missing recordings, incomplete recordings, or recordings that end prematurely due to bot disconnects.

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Winner
Recall.ai

Recall.ai delivered the highest number of completed recordings across the video conferencing platforms. Success rates only include sessions the bot joined. Ties are broken by total joined sessions.

Transcript reliability

Transcript reliability measures whether a transcript becomes available after the meeting ends (for sessions where the bot joined).

Failures occur when transcripts are missing, either because the transcript was never delivered or because the bot joined but never generated a transcript.

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Winner
Recall.ai

Recall.ai delivered the highest number of completed transcripts across the video conferencing platforms. Success rates only include sessions the bot joined. Ties are broken by total joined sessions.

Quality

Quality measures the integrity and usability of transcripts and recordings produced by each meeting bot provider. This includes recording stability (audio and video), visual cleanliness of recordings, transcript error rates, and the accuracy of speaker attribution in transcripts.

We evaluate how often recording issues occur during meetings, including audio or video cutting out, distorted audio, missing segments, visual glitches, and the video view jumping or rearranging during the recording. We also measure transcript and diarization accuracy to determine how accurate transcripts are and how reliably transcripts attribute speech to the correct participant.

These metrics reflect how usable meeting artifacts are for downstream applications.

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Winner
Recall.ai

Recall.ai demonstrates the highest overall quality across both recording and transcription. Recordings show no observable visual or audio degradation, with no intrusive UI elements such as popups. Recall.ai also leads in speaker diarization and achieves the lowest transcription error rate, with no catastrophic failures such as missing segments or nonsensical output.

Transcription Quality

Transcription quality is measured using word error rate (WER), which quantifies how closely a transcript matches the ground truth. WER is calculated as the number of substitutions, insertions, and deletions needed to align the transcript with the reference, normalized by the total number of reference words. Lower WER indicates higher accuracy. In this analysis all providers were evaluated using their default transcription providers.

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Winner
Recall.ai

Recall.ai achieved the lowest word error rate across all platforms. It also outperformed other meeting bot API providers when using the same transcription provider, indicating Recall.ai's performance advantage extends beyond transcription provider differences.

Diarization Accuracy

Diarization accuracy measures how correctly transcripts attribute speech to the correct participant.

Errors typically appear as speech assigned to the wrong speaker, incorrect speaker counts, or misattribution during overlapping speech.

The figure below shows speaker timelines from each provider alongside the ground truth for the same meeting. Providers differ in both segmentation and labeling: some assign participant names, while others use generic speaker IDs (e.g., “Speaker 1”). This example shows how you can compare different provider-generated speaker timelines for the same meeting.

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Winner
Recall.ai

Recall.ai achieved the highest speaker attribution accuracy across tested platforms.

We measure diarization accuracy by comparing each provider’s speaker-labeled timeline to a ground-truth speaker timeline using time overlap in seconds. From there correctly attributed time is defined as the intersection between the two after mapping speaker IDs by maximum overlap. We report accuracy based on correctly attributed time over provider-labeled and ground-truth speaking time respectively. Results are aggregated using talk-time weighting and credit only correctly matched portions during overlapping speech.

In the box plots the line in the middle is the typical value (median). The box represents the middle half of results. The whiskers show the typical range outside the box. Higher is better for diarization accuracy.

Audio Quality

Audio quality measures how consistently a provider captures clear and complete audio throughout a meeting. We track issues such as audio dropouts, clipping, and missing segments, which can make recordings difficult or impossible to use for transcription, analytics, or playback.

This metric is reported as the percentage of recorded videos classified as clear audio versus degraded audio for each provider across platforms. The ideal outcome is 100% clear audio and 0% degraded audio.

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Winner
Recall.ai

Recall.ai delivered the most stable recordings with no degraded or dropped audio.

Video Quality

Recording quality evaluates the integrity and stability of audio and video artifacts produced by each provider. We measure issues such as audio dropouts, clipping, missing segments, resolution instability, and encoding efficiency.

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Winner
Recall.ai

Recall.ai delivered the most stable and professional video recordings. In all of the videos evaluated Recall.ai showed no video quality issues.

Speed

Speed measures how long it takes for artifacts to become available after a meeting ends and how quickly meeting bots join meetings.

We evaluate artifact processing time and join latency across providers and platforms. Faster joins reduce the risk of missing early meeting content, while faster artifact availability allows downstream systems to process recordings and transcripts sooner.

These metrics are especially important for real-time and near-real-time workflows built on meeting data APIs.

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Winner
Recall.ai

Recall.ai has lowest transcript and recording delivery latency as well as meeting bot join latency.

Recording Availability Speed

Recording availability speed measures how long it takes after a meeting ends for audio or video recordings to become available through the API.

Both median transcript delivery latency and transcript delivery latency distribution are tracked.

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Winner
Recall.ai

Recall.ai delivered faster and more consistent recording readiness times across providers.

Lower latency and a smaller interquartile range, or middle 50%, are better. Smaller middle 50% indicates a more consistent result.

Transcript Availability Speed

Transcript availability speed measures how long it takes after a meeting ends for the final transcript to become available.

Both median transcript delivery latency and transcript delivery latency distribution are tracked.

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Winner
Recall.ai

Recall.ai produced transcripts faster and with more consistent readiness times.

Lower latency and a smaller interquartile range, or middle 50%, are better. Smaller middle 50% indicates a more consistent result.

Ad Hoc Join Speed

Ad hoc join time distribution measures how quickly bots join meetings when the join request is issued immediately.

We analyze median join times and as well as join time distribution across providers and platforms.

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Winner
Recall.ai

Recall.ai consistently joined meetings faster and with less variability than competing providers.

Lower latency and a smaller interquartile range, or middle 50%, are better. Smaller middle 50% indicates a more consistent result.

Integration &
Feature Support

Integration and feature support measures which platforms, APIs, and meeting capabilities are supported by each provider.

This includes video conferencing platform support, recording options, transcript capabilities, webhooks, realtime streaming, bot controls, and other developer-facing features.

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Winner
Recall.ai

Recall.ai supports the broadest set of platforms and meeting bot capabilities.

Platform Coverage & Integrations

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Meeting BaaS
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Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Supports multiple data-capture form factors
Captures meetings via bot API, desktop SDK, or other capture modes.
MeetingBaas
Nylas
Skribby
Meeting bot API and Desktop Recording SDK
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Integrates with multiple video-conferencing platforms
Works across Zoom, Google Meet, Teams, Webex, GoTo, and more.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Only Zoom, Google Meet, Microsoft Teams
MeetingBaas
Nylas
Skribby
Only Zoom, Google Meet, Microsoft Teams
MeetingBaas
Nylas
Skribby
Only Zoom, Google Meet, Microsoft Teams
Handles signed-in bot workflows
Allows bots to authenticate and join meetings as signed-in users.
MeetingBaas
Nylas
Skribby
Bots able to sign in on Zoom, Microsoft Teams, Google Meet, and Slack Huddles
MeetingBaas
Nylas
Skribby
Bots able to sign in on Zoom
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Bots able to sign in on Zoom, Microsoft Teams, and Google Meet
Supports breakout rooms
MeetingBaas
Nylas
Skribby
Supported for Zoom
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Provides free calendar integration
Connects to user calendars for read-only scheduling data.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Paid
MeetingBaas
Nylas
Skribby
Provides calendar write access
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Allows for customizable bot avatar
Lets teams define the bot’s avatar, logo, or video identity.
MeetingBaas
Nylas
Skribby
Full control over name, logo, avatar image, or video
MeetingBaas
Nylas
Skribby
Full control over name, logo, and avatar image
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Full control over name, logo, and avatar image
Supports sending custom consent message
Delivers configurable consent prompts via chat, bot speaking, etc.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Prewritten, non-configurable; delivered with significant delay
MeetingBaas
Nylas
Skribby
Provides robust documentation
Provides clear, accurate, thorough and consistent developer documentation.
MeetingBaas
Nylas
Skribby
Easy-to-follow, consistent documentation with sample repos and demo videos
MeetingBaas
Nylas
Skribby
Documentation inconsistent with actual behavior; search functionality doesn't work
MeetingBaas
Nylas
Skribby
Documentation inconsistent with actual  API behavior
MeetingBaas
Nylas
Skribby

Recording & Transcription

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Meeting BaaS
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Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Produces a video recording
Produces a video recording (single merged track).
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Video at additional cost
Produces an audio recording
Produces an audio recording (single merged track).
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Provides speaker-separated video streams
Produces individual video recordings for each meeting participant.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Provides speaker-separated audio streams
Produces individual audio recordings for each meeting participant.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Supports 100% perfect diarization
Captures each speaker on their own track with no loss during overlap.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Identifies speakers accurately
Associates speech with the correct participant names and emails
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Produces clean video output
Generates video without UI of the meeting platform.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Video shows meeting platform UI, modals, and popups
MeetingBaas
Nylas
Skribby
Video shows meeting platform UI, modals, and popups
MeetingBaas
Nylas
Skribby
Video shows meeting platform UI, modals, and popups
Generates post-meeting transcription
Creates transcripts after meetings.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Streams real-time transcription
Provides live transcription during the meeting.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Enables flexible transcription method and provider choice
Allows teams to select from multiple transcription engines.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Transcribe pre-recorded audio
Allows users to upload and transcribe existing audio files
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby

Real-Time Capabilities & Interactivity

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Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting BaaS
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Streams real-time audio
Delivers audio in real time via WebSockets or webhooks.
MeetingBaas
Nylas
Skribby
WebSocket, webhook, and RTMP
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Provided at additional cost
Streams real-time video
Delivers video in real time via WebSockets, webhooks, or RTMP
MeetingBaas
Nylas
Skribby
WebSocket, webhook, and RTMP
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Delivers real-time participant events
Streams event signals such as join, leave, mute, unmute, and other events.
MeetingBaas
Nylas
Skribby
WebSocket, webhook, and RTMP
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Delivers real-time chat messages
Streams chat messages as they occur in the meeting.
MeetingBaas
Nylas
Skribby
WebSocket, webhook, and RTMP
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Enables interactive agents
Allows bots to speak, display media, send chat messages, and respond dynamically in meetings.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby

Reliability & Bot Behavior

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Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting BaaS
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Ensures platform reliability
Joins meetings consistently across supported platforms.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Connection failures on Zoom
MeetingBaas
Nylas
Skribby
Connection failures on Zoom
MeetingBaas
Nylas
Skribby
Connection failures on Google Meet
Enables auto-leave
Lets bots exit calls automatically based on developer logic.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Allows for pausing and resuming recording
Enables temporary stopping and restarting of recording.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Dedupes bots
Prevents accidental bot duplication from rapid or repeated requests.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Detects other bots
Recognizes bot participants through behavioral and event cues.
MeetingBaas
Nylas
Skribby
Detects other bots based on user names, events, and silence
MeetingBaas
Nylas
Skribby
Detects other bots based on participant silence
MeetingBaas
Nylas
Skribby
Detects other bots based on participant silence
MeetingBaas
Nylas
Skribby
Detects other bots based on participant silence
Enables configurable waiting room timeout
Allows developers to set how long a bot waits in the lobby.
MeetingBaas
Nylas
Skribby
Custom control of bot waiting times
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Unconfigurable. All bots wait 10 minutes after being sent
MeetingBaas
Nylas
Skribby
Supports configurable leave-call timeout
Lets teams specify how long bots remain in silent or empty calls.
MeetingBaas
Nylas
Skribby
Only leaves when instructed, no humans are left in the call, or call ends
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Exits automatically after ~5 minutes of silence, even when participants remain in the call
MeetingBaas
Nylas
Skribby
Joins meetings immediately
Connects bots to meetings in under ten seconds.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Average 45 seconds on Google Meet, Zoom, and Microsoft Teams
MeetingBaas
Nylas
Skribby
Average 45 seconds on Google Meet, Zoom, and Microsoft Teams
MeetingBaas
Nylas
Skribby
Average 45 seconds on Google Meet, Zoom, and Microsoft Teams

Data Delivery & Observability

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Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting BaaS
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Supports flexible data delivery
Provides data through REST API, webhooks, or WebSockets.
MeetingBaas
Nylas
Skribby
Also supports RTMP
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Exposes participant event data
Captures participant events events logged after the meeting has ended.
MeetingBaas
Nylas
Skribby
Track join, leave, mute, unmute, and screen share events
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Delivers logs
Exposes logs and debug information for troubleshooting.
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Offers configurable data retention
Gives teams control over data-retention duration.
MeetingBaas
Nylas
Skribby
Infinite, custom, or zero data retention
MeetingBaas
Nylas
Skribby
Retention based on plan tier and is not configurable. Varies from 3 days to 30 days
MeetingBaas
Nylas
Skribby
14 days fixed retention
MeetingBaas
Nylas
Skribby
Options are either 7 days or 1 year
White information icon inside a circle on a black background.
Breakout Room Support

Breakout room support measures whether bots can detect, enter, and record breakout rooms during a meeting. Recall.ai is the only meeting bot API with breakout support for any video conferencing platform.

Privacy & Security

Privacy and security evaluates security controls and compliance certifications provided by each vendor. This includes standards such as SOC 2, GDPR, HIPAA, SSO/SAML support, and data governance controls like retention policies and region restrictions.

Gold badge with a white trophy icon in the center and scalloped edges.
Winner
Recall.ai

Recall.ai consistently joined meetings faster and with less variability than competing providers.

Qualification

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Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting BaaS
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
HIPAA
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
SOC2 Type2
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
GDPR
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
ISO 27001:2022
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
CCPA
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
SSO Support
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Configurable Data Retention
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
7 days or 1 year
Multi-Region Support
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Only Europe and US
MeetingBaas
Nylas
Skribby
Only European regions

Developer Experience

Developer experience measures how easy it is for teams to integrate, operate, and debug a meeting bot API in production.

We evaluate developer tooling and integration capabilities including webhook event coverage, logging and observability features, documentation and sample applications, and flexibility in configuring transcription workflows.

Gold badge with a white trophy icon in the center and scalloped edges.
Winner
Recall.ai

Recall.ai provides the most complete developer tooling, including the largest set of webhook events, built-in bot session logs, AI-assisted debugging tools, and flexible transcription configuration.

Qualification

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Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting BaaS
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
Debug Logs
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
No organized logs per bot or recording
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
No organized logs per bot or recording
Ask-AI Tool
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Docs
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Search feature not functional
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Sample Apps
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
MeetingBaas
Nylas
Skribby
Webhook Events
18
03
05
01

Pricing & Value

Price compares the list price for meeting bot usage across providers.In practice, teams typically optimize for reliability, artifact quality, and platform support rather than small pricing differences.

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Winner
Skribby

Skribby offers the lowest list price.

Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Meeting BaaS
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Nylas
Gold trophy icon inside a gold scalloped badge with a blue outline.Silver badge with a number 2 in the center and a blue shadow behind it.Bronze badge with the number 3 in white at the center and blue shadow edges.Number 4 in white inside a scalloped-edge dark gray badge with a blue shadow.
Skribby
MeetingBaas
Nylas
Skribby
0.50*
MeetingBaas
Nylas
Skribby
0.50*†
MeetingBaas
Nylas
Skribby
0.70*
MeetingBaas
Nylas
Skribby
0.45*
* list pricing for no commitment as for March 2026, this doesn’t include at scale pricing
† additional fees to unlock this pricing, ungate scale, and stream data
White information icon inside a circle on a black background.

Pricing across providers is generally comparable. Teams typically optimize for reliability and feature coverage over base hourly rate. Based on feature findings, supported video conferencing platforms, and reliability, Recall.ai has the best value.

View Recall.ai Pricing

Evaluate for Yourself

All results are based on controlled meeting runs with identical meeting conditions across providers.

FAQs

Who are Recall.ai’s competitors?

Recall.ai’s Meeting Bot API competitors are primarily Meeting BaaS, Nylas, and Skribby. There are no existing competitors to Recall.ai’s Desktop Recording SDK.

Which meeting bot API provider is most reliable?

Recall.ai offers the most reliable meeting bot API across all video conferencing platforms. Testing each meeting bot provider across over one hundred meetings per video conferencing platform showed Recall.ai to be the most reliable, stable, and highest quality provider.

Which meeting bot API provider has the fastest join time?

In ad hoc meetings, Recall.ai’s meeting bots were the fastest to join. Recall.ai’s bots also joined scheduled meetings on time, but not early, ensuring coverage without unnecessary cost.

Which meeting bot API provider has the best diarization?

Recall.ai has the best speaker diarization. In tests with both overlapping and single-speaker audio, Recall.ai performed over 10 percentage points better compared to the next closest competitor.

Which meeting bot API provider produces the best recording quality?

Recall.ai produces the highest quality recordings. In testing, its audio and video showed no degradation. Meeting BaaS, Nylas, and Skribby delivered cluttered videos with UI elements and popups, while Recall.ai had no such issues.

Which meeting bot API provider produces the highest quality transcripts?

Recall.ai produces the highest quality transcripts. In testing, calls to Recall.ai's word error rate was more than 20 percentage points lower than the next best meeting transcription API.

Which meeting bot API provider is best for Google Meet?

Recall.ai is the best Google Meet meeting bot API provider. Recall.ai joined meetings quickly, avoided dropouts and bot detection, and produced consistently clean recordings and transcripts. Skribby was the least reliable, with many bots detected and excluded from the meeting.

Which meeting bot API provider is best for Teams?

Recall.ai was also the top Microsoft Teams meeting bot API provider in testing. While Skribby was the runner-up, it performed worse in quality testing. Skribby's transcripts showed more than 20 percentage points higher word error rates, diarization accuracy was more than 10 percentage points lower than Recall.ai, and recordings were riddled with popups, making it a less professional option for video.

Which meeting bot API provider is best for Zoom?

Recall.ai is the best provider for Zoom recording and transcription. It successfully joined meetings 100% of the time, delivered clean recordings and transcripts, and achieved the highest speaker diarization accuracy, with over a 10 percentage point lead over competitors.

Which meeting bot API provider supports breakout rooms?

Recall.ai is the only provider that supports breakout rooms.

Which provider supports the most platforms?

Recall.ai supports more video conferencing platforms than any other provider including Google Meet, Microsoft Teams, Zoom, Webex, and more. If you also need Slack support, check out the Desktop Recording SDK.

Is Recall.ai more expensive than competitors?

Recall.ai is priced similarly to Meeting BaaS and lower than Nylas. When Skribby is configured to record video and share real-time audio, the price difference is $0.05. However, Skribby cannot be configured to add functionality like real-time video, does not have support for bot interactivity, calendar integrations, and does not have robust docs or support engineers, all of which Recall.ai provides at no additional cost. Recall.ai offers volume discounts and includes more functionality without extra fees, making it the best value for most users.

How was this benchmark tested?

Meeting bot APIs were tested across hundreds of meetings to test quality, latency, reliability, and stability. Additionally, engineers feature tested each meeting bot API to fairly assess functionality.

What is the best all-in-one meeting bot API?

Recall.ai is the best all-in-one meeting bot API. It supports the most video conferencing platforms and features, provides high reliability and stability, and offers the best developer experience through live engineering support and robust documentation.

Recall.ai enables faster time to market than other providers through simple implementation and built-in edge case handling. It is used by companies of all sizes, from single-person startups to large enterprises, and is the only provider to support deployments across US, EU, and APAC regions. Unlike most other meeting bot API providers, Recall.ai also meets key security and compliance standards, including ISO 27001, SOC 2 Type II, and GDPR.