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Comparison · Comms
Deepgram vs Zoho Cliq
A side-by-side editorial comparison of Deepgram and Zoho Cliq — release velocity, themes, recent moves, and the top alternatives to consider.
Deepgram vs Zoho Cliq: at a glance
| Feature | Deepgram | Zoho Cliq |
|---|---|---|
| Sector | Comms | Comms |
| Velocity score | 0.0 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | speech-to-text, diarization, multilingual, self-hosted | ai-messaging, enterprise-collaboration, zoho-suite, developer-platform |
| Last editorial update | 1mo ago | 2d ago |
| Website | — | Visit → |
What is Deepgram?
Deepgram is widening language coverage while quietly replacing its diarization core.
Deepgram shipped a new batch speaker diarization architecture as an opt-in diarize_model parameter, then made it the default in the May self-hosted release. Alongside it, profanity filtering rolled out to 50+ monolingual languages and then to all multilingual models, numerals support reached Russian, Romanian, and Hebrew, and Gemini 3.1 Flash Lite replaced its preview version in the Voice Agent API.
What is Zoho Cliq?
Zoho Cliq 7.0 bets on AI conversation summaries and Neat hardware to close the gap with enterprise messaging platforms
Zoho Cliq is mid-cycle on its most substantial release in years. Cliq 7.0 (August 2026) introduced AI-powered thread summaries, automatic task extraction from conversations, voice transcription with AI notes, and a redesigned developer platform. The guest user feature was overhauled for external collaboration, and the product now runs natively on Neat conferencing hardware — moving from software into physical meeting rooms.
Deepgram vs Zoho Cliq: editorial side-by-side
Deepgram
0.0COMMS
Deepgram is widening language coverage while quietly replacing its diarization core.
◆ Current state
Deepgram shipped a new batch speaker diarization architecture as an opt-in diarize_model parameter, then made it the default in the May self-hosted release. Alongside it, profanity filtering rolled out to 50+ monolingual languages and then to all multilingual models, numerals support reached Russian, Romanian, and Hebrew, and Gemini 3.1 Flash Lite replaced its preview version in the Voice Agent API.
◆ Where it's heading
Two tracks run at once. The model track is a genuine architecture replacement in diarization, moved from opt-in to default inside a week and a half, which is a fast promotion for a core speech component. The coverage track is unglamorous breadth — languages, filters, numerals — that determines whether the platform can be adopted outside English-first markets. The Voice Agent work is managed-model plumbing rather than a direction of its own.
◆ Prediction
Diarization v2 should reach streaming after landing in batch and self-hosted, since that is where the earlier architecture is weakest for live agents. Expect the language-coverage releases to continue at the same steady cadence.
Zoho Cliq
6.3COMMS
Zoho Cliq 7.0 bets on AI conversation summaries and Neat hardware to close the gap with enterprise messaging platforms
◆ Current state
Zoho Cliq is mid-cycle on its most substantial release in years. Cliq 7.0 (August 2026) introduced AI-powered thread summaries, automatic task extraction from conversations, voice transcription with AI notes, and a redesigned developer platform. The guest user feature was overhauled for external collaboration, and the product now runs natively on Neat conferencing hardware — moving from software into physical meeting rooms.
◆ Where it's heading
Cliq is running a dual-layer play: embed Zia AI deeply enough in conversations that task tracking happens inside the messaging layer rather than alongside it, while simultaneously opening to the agentic ecosystem through MCP integration and a more accessible developer platform. The Neat hardware integration points toward a longer-term push for enterprise room-system budgets, typically owned by IT rather than team leads.
◆ Prediction
Expect deeper Zia integration within the Cliq developer platform — bots triggered by conversation context rather than scheduled tasks. The MCP path suggests Cliq is positioning itself as a target for external AI agents, not just a source of data for them.
Alternatives to Deepgram and Zoho Cliq
Other Comms products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Deepgram or Zoho Cliq.
Chatwoot
Chatwoot is building an AI-first support platform, with Captain gaining audience targeting and macro automation reaching the keyboard-native workflow.
Signal Desktop
Signal adds granular notification controls: badge content, muted threads, restore defaults
Krisp
Krisp adds deepfake detection and expands Voice Translation as its Call Center AI platform deepens enterprise compliance tools.
Netcore Cloud
Netcore's recent entries are blog content, not product releases — the signal is a BFSI and ecommerce vertical sales push.
Canary Mail
Canary Mail ships AI chat history while sustaining a cross-platform bug fix cadence.
See all Deepgram alternatives → · See all Zoho Cliq alternatives →
Recent activity from Deepgram and Zoho Cliq
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoZoho CliqStep into smarter meetings: Zoho Cliq Rooms is now available on Neat devices
- 5d agoZoho CliqBring external collaborators into the right Cliq conversations with the revamped guest user feature
- 15d agoZoho CliqAI that moves work forward: Inside Zoho Cliq 7.0 ⚡
- 28d agoZoho CliqCliq 7.0: Built to fit the way you work
- 28d agoZoho CliqCliq 7.0: From hours to minutes with the Cliq developer platform
- 28d agoZoho CliqCliq 7.0: Persistent mini-chat embedded across Zoho apps
- 3mo agoDeepgramProfanity Filtering Now Supported for All Multilingual Models; Korean Spacing Improvements
- 4mo agoDeepgramGemini 3.1 Flash Lite Now Available
- 4mo agoDeepgramNumerals Support Now Available for 3 New Languages: Russian, Romanian, and Hebrew (Monolingual Models)
- 4mo agoDeepgramSelf-hosted May release ships Diarization v2 by default
- 4mo agoDeepgramProfanity Filtering Now Available in 50+ Languages
- 4mo agoDeepgramDiarization v2: Improved Batch Speaker Diarization ⚡
Frequently asked questions
What is the difference between Deepgram and Zoho Cliq?
They serve adjacent needs but don't currently overlap on shipped themes. Zoho Cliq is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Deepgram better than Zoho Cliq?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Zoho Cliq is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Comms products to evaluate alongside.
What are the best alternatives to Deepgram?
Top Deepgram alternatives in Comms are ranked by recent ship velocity. Browse the "Deepgram alternatives" section above for the current picks, or visit /alternatives/deepgram for the full list with editorial commentary on each.
What are the best alternatives to Zoho Cliq?
Top Zoho Cliq alternatives in Comms are ranked by recent ship velocity. Browse the "Zoho Cliq alternatives" section above for the current picks, or visit /alternatives/zoho-cliq for the full list with editorial commentary on each.