--- title: Deepgram Reviews meta\_title: 'Deepgram Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 474 reviews by the users' company size, role or industry to find out how Deepgram works for a business like yours. aggregate\_rating: rating\_value: 4.6 review\_count: 474 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Deep Learning url: https://www.g2.com/categories/deep-learning --- ### Deepgram Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users highlight the **high accuracy** of Deepgram, appreciating its fast and reliable speech-to-text capabilities. [(38 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107339&qs=pros-and-cons#reviews) Users praise the **fast and reliable transcriptions** of Deepgram, significantly saving time in their workflows. [(36 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107706&qs=pros-and-cons#reviews) Users appreciate the **ease of use** of Deepgram, thanks to its simple API and extensive language support. [(35 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107188&qs=pros-and-cons#reviews) Users praise the **excellent transcription accuracy** of Deepgram, consistently benefiting from its efficient audio processing capabilities. [(34 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=2038148&qs=pros-and-cons#reviews) Users commend Deepgram for its **fast and accurate real-time transcription** , enhancing various applications like call analysis and subtitling. [(28 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107661&qs=pros-and-cons#reviews) Users note a **lack of language support** in Deepgram, limiting usability and versatility for global audiences. [(17 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107538&qs=pros-and-cons#reviews) Users find Deepgram's **pricing issues** concerning, especially for large projects and startups with limited budgets. [(14 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107485&qs=pros-and-cons#reviews) Users find the **pricing a bit high** for large projects, making it challenging for startups and students. [(13 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107602&qs=pros-and-cons#reviews) Users experience **inaccuracy issues** with Deepgram, including missed words and limited language support affecting transcription quality. [(9 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=2038154&qs=pros-and-cons#reviews) Users note the **limited language support** in Deepgram, though improvements are being made to expand options. [(8 mentions)](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=2225181&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Deepgram ##### 1. Accuracy Users highlight the **high accuracy** of Deepgram, appreciating its fast and reliable speech-to-text capabilities. [ See 38 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107339&qs=pros-and-cons#reviews) See Related User Reviews PS Paulina S. Small-Business (50 or fewer emp.) 5.0/5 "Superior Medical Speech-to-Text with Exceptional Features" What do you like about Deepgram? We conducted extensive research and performance evaluations for our medical-domain speech-to-text application and determined that Deepgram’s specializ ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A Qa Enginner's verdict: Powerful, precise, and developer-friendly" What do you like about Deepgram? As a Qa Engineer, what I appreciate most is the exceptional combination of raw power and developer-friendly design. Specifically, two things stand out ##### 2. Speed Users praise the **fast and reliable transcriptions** of Deepgram, significantly saving time in their workflows. [ See 36 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107706&qs=pros-and-cons#reviews) See Related User Reviews ![Abhishek V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhishek V.") AV Abhishek V. 5.0/5 "Reliable Real-Time Transcription with Excellent Support" What do you like about Deepgram? I find Deepgram's speech-to-text models crucial for our AI interview product because they are among the very few APIs that are super reliable. The low PS Paulina S. Small-Business (50 or fewer emp.) 5.0/5 "Superior Medical Speech-to-Text with Exceptional Features" What do you like about Deepgram? We conducted extensive research and performance evaluations for our medical-domain speech-to-text application and determined that Deepgram’s specializ ##### 3. Ease of Use Users appreciate the **ease of use** of Deepgram, thanks to its simple API and extensive language support. [ See 35 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107188&qs=pros-and-cons#reviews) See Related User Reviews ![Sheel S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sheel S.") SS Sheel S. Small-Business (50 or fewer emp.) 4.0/5 "Best performing for production ready voice agent. Optimisation scopes are there in text brain" What do you like about Deepgram? The best thing is end to end voice agent. In a modular manner to select different choice of models for STT, LLM, TTS ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Integration and Fast Setup with Excellent Support" What do you like about Deepgram? What i like most about is how easy it to use. The dashboard and API are simple so getting started took almost no time. The implementation is very smoo ##### 4. Quality Users praise the **excellent transcription accuracy** of Deepgram, consistently benefiting from its efficient audio processing capabilities. [ See 34 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=2038148&qs=pros-and-cons#reviews) See Related User Reviews ![Wyatt C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Wyatt C.") WC Wyatt C. Small-Business (50 or fewer emp.) 4.0/5 "Great for Transcription, Needs Diarization Improvements" What do you like about Deepgram? The quality of Deepgram is overall quite good. I personally really like the Flux model. The detection of pauses and mid-sentence transitions is a nice ![Abhishek V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhishek V.") AV Abhishek V. 5.0/5 "Reliable Real-Time Transcription with Excellent Support" What do you like about Deepgram? I find Deepgram's speech-to-text models crucial for our AI interview product because they are among the very few APIs that are super reliable. The low ##### 5. Real-time Transcription Users commend Deepgram for its **fast and accurate real-time transcription** , enhancing various applications like call analysis and subtitling. [ See 28 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107661&qs=pros-and-cons#reviews) See Related User Reviews ![Wyatt C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Wyatt C.") WC Wyatt C. Small-Business (50 or fewer emp.) 4.0/5 "Great for Transcription, Needs Diarization Improvements" What do you like about Deepgram? The quality of Deepgram is overall quite good. I personally really like the Flux model. The detection of pauses and mid-sentence transitions is a nice ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Integration and Fast Setup with Excellent Support" What do you like about Deepgram? What i like most about is how easy it to use. The dashboard and API are simple so getting started took almost no time. The implementation is very smoo ### 5 Cons or Disadvantages of Deepgram ##### 1. Limited Language Support Users note a **lack of language support** in Deepgram, limiting usability and versatility for global audiences. [ See 17 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107538&qs=pros-and-cons#reviews) See Related User Reviews ![Abhishek V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abhishek V.") AV Abhishek V. 5.0/5 "Reliable Real-Time Transcription with Excellent Support" What do you dislike about Deepgram? I think Deepgram can have support for even more languages than it does today. PS Paulina S. Small-Business (50 or fewer emp.) 5.0/5 "Superior Medical Speech-to-Text with Exceptional Features" What do you dislike about Deepgram? Nothing specific at this time. One suggestion, however, would be to expand the availability of the specialized models to additional languages beyond E ##### 2. Pricing Issues Users find Deepgram's **pricing issues** concerning, especially for large projects and startups with limited budgets. [ See 14 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107485&qs=pros-and-cons#reviews) See Related User Reviews ![Sheel S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sheel S.") SS Sheel S. Small-Business (50 or fewer emp.) 4.0/5 "Best performing for production ready voice agent. Optimisation scopes are there in text brain" What do you dislike about Deepgram? Relatively high costing, lower concurrency limits, not easy option to ask for higher concurrency limit. Low control over text to text model (only prom ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Integration and Fast Setup with Excellent Support" What do you dislike about Deepgram? Sometimes the dashboard feels a little basic and i wish they added more visual tools for analytics. Also pricing can go up quickly when handling large ##### 3. Expensive Users find the **pricing a bit high** for large projects, making it challenging for startups and students. [ See 13 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=1107602&qs=pros-and-cons#reviews) See Related User Reviews ![Sheel S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sheel S.") SS Sheel S. Small-Business (50 or fewer emp.) 4.0/5 "Best performing for production ready voice agent. Optimisation scopes are there in text brain" What do you dislike about Deepgram? Relatively high costing, lower concurrency limits, not easy option to ask for higher concurrency limit. Low control over text to text model (only prom ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Integration and Fast Setup with Excellent Support" What do you dislike about Deepgram? Sometimes the dashboard feels a little basic and i wish they added more visual tools for analytics. Also pricing can go up quickly when handling large ##### 4. Inaccuracy Issues Users experience **inaccuracy issues** with Deepgram, including missed words and limited language support affecting transcription quality. [ See 9 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=2038154&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Fast, Accurate Transcription with Great Language Support" What do you dislike about Deepgram? Sometimes the accuracy drops a bit with heavy background noise or unclear speech. ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Evaluating Deepgram; Benefits and Misses from the App" What do you dislike about Deepgram? Deepgram has problematic training process, that makes costs skyrocket and increase The app lacks solutions for noise reduction or control when conduc ##### 5. Limited Languages Users note the **limited language support** in Deepgram, though improvements are being made to expand options. [ See 8 mentions ](https://www.g2.com/products/deepgram/reviews?filters%5Bsentiment_snippet%5D=2225181&qs=pros-and-cons#reviews) See Related User Reviews PS Paulina S. Small-Business (50 or fewer emp.) 5.0/5 "Superior Medical Speech-to-Text with Exceptional Features" What do you dislike about Deepgram? Nothing specific at this time. One suggestion, however, would be to expand the availability of the specialized models to additional languages beyond E ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Small-Business (50 or fewer emp.) 5.0/5 "Industry Leading Voice Solutions" What do you dislike about Deepgram? Deepgram doesn't have the language support of some other providers, which can be limiting - but they have worked to expand the number of languages the ![Avani J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Avani J.") AJ Avani J. Software Developer Small-Business (50 or fewer emp.) 3/17/2026 "Transforms Audio into Actionable Insights" 5/5 What do you like best about Deepgram? I use Deepgram as more than just a transcription tool; it's my gateway to turning raw audio into intelligence. I like how fast and real-time it is, which makes it really useful for live conversation, not just recordings. I also appreciate that it works well with my development setup and is easy to connect. The initial setup was fairly simple, and overall, it was easy to start using. We switched to Deepgram because it was faster and more accurate than the standard speech-to-text tool we used before. Review collected by and hosted on G2.com. What do you dislike about Deepgram? One thing that could be improved is accuracy with different accents or noisy audio. Also, the setup and fine-tuning can take a bit of time if you are new to it. Better handling of strong accents and background noise would make results more consistent across different real-world situations. Simplify the setup process. Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? I use Deepgram for transcribing audio into insightful and actionable data, making my conversations more intelligent. Its real-time processing transforms voice to text instantly, which is great for live conversations. It's faster and more accurate than the old tool we used. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Aman P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aman P.") AP Aman P. Data Research Analyst – Lead Generation Small-Business (50 or fewer emp.) 3/16/2026 "Fast, Accurate, and Easy Speech-to-Text Solution" 4.5/5 What do you like best about Deepgram? I like Deepgram's fast and highly accurate speech-to-text transcription. It processes audio in real time and handles different accents well, making the transcripts reliable. Real-time processing is useful for live conversations and meetings, as it provides instant transcriptions without waiting. Deepgram also makes it easy to build voice-enabled applications that can understand users clearly and respond quickly. The initial setup was very easy, with clear documentation, a simple API, and helpful examples that made integration smooth and quick. Using Deepgram allowed us to add voice transcription features without needing a large development team. Review collected by and hosted on G2.com. What do you dislike about Deepgram? Deepgram works very well overall, but I think it could improve in a few areas. For example, expanding support for more languages and improving accuracy in very noisy audio environments would make it even better. Enhancements in speaker detection and some advanced features could also improve the overall experience Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? I use Deepgram for fast and accurate speech-to-text transcription. It solves the problem of converting audio into text quickly, saving time and eliminating manual work. It helps transcribe meetings and calls automatically and supports building voice-enabled applications. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Sheel S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sheel S.") SS Sheel S. Data Scientist II Small-Business (50 or fewer emp.) 12/19/2025 "Best performing for production ready voice agent. Optimisation scopes are there in text brain" 4/5 What do you like best about Deepgram? The best thing is end to end voice agent. In a modular manner to select different choice of models for STT, LLM, TTS Review collected by and hosted on G2.com. What do you dislike about Deepgram? Relatively high costing, lower concurrency limits, not easy option to ask for higher concurrency limit. Low control over text to text model (only prompting at best) Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? Helping me for end to end voice agent with better performance then most of the competitors in terms of usability and user experience. Integration with the calling service easy and well explained Review collected by and hosted on G2.com. Show More 5/19/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Automotive](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Automotive") UA Verified User in Automotive Small-Business (50 or fewer emp.) 7/27/2026 "Easy Setup, Helpful Docs, and Great Value with Nova-3" 4.5/5 What do you like best about Deepgram? Easy to set up and get first API response with helpful docs and UI. The Nova-3 AI model's error rate is low and split utterances with timestamps out-of-the-box is nice. Pricing is great and the free $200 credit to start is incredible. Review collected by and hosted on G2.com. What do you dislike about Deepgram? Although Nova-3 error rate is low, it does struggle compared to other ASR models, particularly with British accent. I will be keeping an eye on new model releases with lower WER. Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? Transcribing large amounts of British phone call recordings relatively accurately. Review collected by and hosted on G2.com. Show More Response from Emily Coleman of Deepgram [Editedit](https://www.g2.com/survey_responses/deepgram-review-13170833/official_response/edit) Thank you for taking the time to leave us a review. We're glad the setup and the out-of-the-box utterance timestamps got you moving quickly on Nova-3. Thank you for the feedback about your experience with the error rates on British accents; I'm passing that along to our product team. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Matt M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Matt M.") MM Matt M. Co-Founder Small-Business (50 or fewer emp.) 3/13/2026 "Effortless API Setup with Reliable Transcription" 5/5 What do you like best about Deepgram? I love that Deepgram's API is super easy to set up in just a couple of minutes. I never even go into the UI because the API alone is great. The instant transcription is quick, reliable, and quite accurate, which is essential for my freight brokerage, where we need to call truckers all the time. The fact that it works better than our phone system provider is a big plus. I honestly don't spend any time on it, which is the biggest compliment I could give since it just works. Also, the setup process couldn't be easier—I'd give it a nine out of ten. All I had to do was plug the API key into Claude Code and the whole thing set itself up. Their documentation is really good too. Review collected by and hosted on G2.com. What do you dislike about Deepgram? Honestly no complaints Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? Deepgram provides instant, quick, reliable, and accurate transcription for my freight brokerage, outperforming our phone system provider in efficiency. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Jyotiraditya D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jyotiraditya D.") JD Jyotiraditya D. Full-stack Developer 3/17/2026 "Developer's Dream for Real-Time Audio" 4.5/5 What do you like best about Deepgram? I appreciate Deepgram as a developer-first platform and use it for streaming audio. Deepgram solves the real-world audio problem and connects with less than 300 milliseconds of latency, making interactions feel like real human talk. What I love most is that Deepgram actually gets how people talk in the real world. The best part of Deepgram is its insane speed, which is the difference between a clunky tool and a natural conversation. The initial setup is generally very straightforward and developer-friendly, especially for their SDK libraries for Node.js, Python, and Go, as well as their documentation and authentication. Review collected by and hosted on G2.com. What do you dislike about Deepgram? TTS language gap, pricing complexity, limited voice styles Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? I use Deepgram for streaming audio. It fixes real-world audio problems, with less than 300 ms latency, making it feel like real human talk. The best part is Deepgram's insane speed, which transforms it from a clunky tool to a natural conversation. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Georg M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Georg M.") GM Georg M. Full Stack Developer in Next.js | Typescript, React, Tailwind, Prisma, DevOps Small-Business (50 or fewer emp.) 3/12/2026 "Reliable, Fast, and Multilingual Transcription" 5/5 What do you like best about Deepgram? I find Deepgram works reliably, and the latency is quite low, which gives the feel of live functionality when transcribing speech. The live transcription feature is really fast, which I find great. For English, Deepgram performs very well and is mostly good for other languages too. Especially for Russian, the quality is superior compared to other tools. I appreciate that Deepgram's cloud is much faster than local alternatives like Whisper, and it's really GDPR compliant, offering EU servers which is a game changer for privacy. The initial setup was actually very easy due to clear documentation and a nice playground to try things before implementation. Review collected by and hosted on G2.com. What do you dislike about Deepgram? I tried using medical transcription, but it only works in English. For my work, it would be better and required to be in German. There's a special model designed specifically for medical language, mainly in English, and I would like to have it in German as well and in other languages also. Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? I use Deepgram for fast speech-to-text transcription in multiple languages, especially for meetings. The live transcription feature is particularly fast and reliable. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Will S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Will S.") WS Will S. Small-Business (50 or fewer emp.) 3/12/2026 "Fast, Affordable, with Impressive Natural Flow" 5/5 What do you like best about Deepgram? I really like the Deepgram Flux model, especially its natural pause detection, which allows my AI agent to transcribe without sending an end event until I'm actually done talking. This feature gives it a more natural conversational ability rather than interrupting me while I'm still talking. I also like that Deepgram is really fast and really cheap. Review collected by and hosted on G2.com. What do you dislike about Deepgram? I mean, I guess it was kinda tricky to do the integration to make it super smooth with my agent, but I got it done, and it works well. Well, I'm using Cartesia for text to speech. And I was hoping to just use Deepgram Text to Speech, but I found that Cartesia has more natural voices. It was really easy except it needed a lot of tinkering to get the word timing working correctly. Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? I use Deepgram for speech to text with my AI agent. The Flux model handles pauses naturally, making conversations smoother and more natural without interruptions. It's fast and affordable, enhancing the conversational ability of my AI. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Yesid T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yesid T.") YT Yesid T. Small-Business (50 or fewer emp.) 3/12/2026 "Solid Tech with Limitations in Real-Time Applications" 3/5 What do you like best about Deepgram? I think the SDK and WebSocket API are clean, which made setting up the streaming connection pretty straightforward. Running two separate WebSocket streams for my microphone and system audio worked well, and the connection was stable. The JSON message format also made sense, and the reconnection logic was easy to implement. From a developer experience standpoint, getting the basics up and running felt smooth. Nova three looked really promising with its impressive accuracy benchmarks and good latency numbers. Features like smart formatting and punctuation worked well out of the box. Deepgram has solid technology, and Nova three is a capable model with a good API design. Review collected by and hosted on G2.com. What do you dislike about Deepgram? The first big challenge was actually turn detection. Deepgram fires these utterance end events based on silence and the problem is it fires on every pause, not once per complete thought. So, in a real meeting, when someone is talking and they just pause for a breath or to think for half a second, it results in separate fragments. I spent a lot of time trying to tune utterance and milliseconds. It always felt like I was fighting the system instead of working with it. The second issue was real world accuracy. When I compared what Deepgram transcribed to what Loom captured, the differences were rough. Domain-specific words were getting hallucinated into completely wrong things, like 'contractor role' turning into 'podcast show.' And the key term prompting feature in Nova three, which could have helped, felt static, and I never got it properly integrated during development. The feature could be more accessible or documented better. The third thing was transcript mutability. Deepgram's streaming results are mutable, which makes sense technically, but for a real-time UI, it creates a flickering effect where text keeps changing. This made the experience feel unreliable from the user's perspective. Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? I use Deepgram for building a real-time meeting assistant as a speech-to-text provider to transcribe speech from any input, making it easier to connect with AI models for generating responses in meetings. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Muhammad A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Muhammad A.") MA Muhammad A. Digital Lead - Co-Founder Small-Business (50 or fewer emp.) 3/12/2026 "Revolutionized Our Audio Transcription Workflow" 5/5 What do you like best about Deepgram? I find Deepgram's UI to be intuitive, simple, and highly functional, making it easy for users to navigate and complete their tasks. The variety of models like Nova 2, 3, and Whisper allows me to fine-tune my usage based on language needs, which is very helpful for my Oral History Project. The sub-features within the model, such as diarization of speakers, redaction, sentiment analysis, and grammar, make it an excellent tool for working with ASR-related tasks. The fast transcription rates significantly improve time management by transcribing hours of audio in seconds, streamlining my workflow and enabling more interviews. Moreover, Deepgram's API is straightforward to integrate, creating an effortless experience for developing independent tools. The quality of transcriptions is greatly enhanced, and the ability to catalog based on efficiency, success rate, and accuracy is invaluable. Overall, Deepgram is not only reliable and cost-effective but is also a de facto choice for speech-to-text models. It's clearly a 10 for me, and I've already recommended it to colleagues because of the ongoing improvements and planned developments. Review collected by and hosted on G2.com. What do you dislike about Deepgram? The only issue is the inability to rename speakers and the absence of timestamps. I understand JSON files could solve this but it would save a lot of time. It takes me a while to extract all the details like timestamps and speaker changes from a JSON file. Furthermore, processing the word file results in a very large file size. Review collected by and hosted on G2.com. What problems is Deepgram solving and how is that benefiting you? Deepgram streamlines my workflow by transcribing hours of audio in seconds, improving transcription quality, time management, and accuracy. Sentiment analysis and redaction enhance text searches and analysis. The intuitive UI and comprehensive models support various tasks, making Deepgram ideal for ASR-related projects. Review collected by and hosted on G2.com. 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