8 Best Speech Analytics Software in 2026, Compared
8 best speech analytics software compared on price, call coverage and QA depth. Only one publishes a price — the rest are custom quotes. Checked Nov 2, 2026.
Shamim Mia, Founder, SerpAstraLast verified November 2, 202614 min readWe compare pricing pages, documentation and public reviews. We never accept payment for rankings.
Key takeaways
- Observe.AI is the best all-round pick for contact centers: automated QA on 100% of calls, coaching and AI agents — but it is custom-quoted with a 100-agent minimum.
- Gong is the sales leader, with the largest review base here (6,679 G2 reviews) and the deepest call-to-deal insight — also custom-quoted, with buyer-reported licences around $1,300–$1,600/user/year plus a platform fee.
- Avoma is the only tool here with a published price: $19/seat/month billed annually for meeting notes and transcription, with call scoring as a $29/seat/month add-on.
- The single most important buying factor is coverage: whether the tool analyzes 100% of calls or only a sample, and whether it works in real time or after the call.
- Every price below was checked on November 2, 2026. Seven of the eight tools publish no price, so their entries say custom quote rather than a number we could not verify.
On this page
Quick comparison
| Tool | Best for | Starting price | Free plan |
|---|---|---|---|
| Observe.AI | Large contact centers (100+ agents) that want automated QA, coaching and AI agents on one platform | Custom quote | No (demo only) |
| CallMiner | Enterprise contact centers that need the deepest conversation analysis across every channel | Custom quote | No |
| Gong | B2B sales teams that want call recording, deal insight and forecasting in one system | Custom quote | No (demo only) |
| NICE Nexidia | Large contact centers already running NICE CXone that want analytics inside the platform | Custom quote | No (demo only) |
| Avoma | Small and mid-size sales teams that want meeting notes, call scoring and CRM sync without enterprise pricing | $19/mo (annual) | No (14-day trial) |
| Chorus by ZoomInfo | Sales teams already paying for ZoomInfo that want call analysis tied to contact and account data | Custom quote | No (free trial) |
| Balto | Mid-size contact centers (50-500 agents) in compliance-heavy industries that want live guidance during calls | Custom quote | No (demo only) |
| Verint | Large enterprises in regulated industries where call compliance is a legal requirement | Custom quote | No (demo only) |
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Request a listingThe best speech analytics software
Observe.AI
Best for: Large contact centers (100+ agents) that want automated QA, coaching and AI agents on one platform
Observe.AI is the most complete contact-center pick in this list because it ties three jobs together: Auto QA scores every interaction against the behaviors that win deals and keep customers, coaching plans are built from those scores, and VoiceAI and ChatAI agents handle the routine conversations. For a large center, QA stops being a small sample and becomes the whole operation. The catch is the entry bar: a 100-agent minimum and annual contracts only, so smaller teams cannot buy in at any price.
The platform is also deliberately broad. If you only want speech analytics, you are buying coaching and AI agents alongside it, and every price is a custom quote, so you cannot budget until sales responds. But if you run 100-plus agents and want one vendor for QA, coaching and automation, nothing else here covers as much ground.
What we like
- Auto QA scores 100% of interactions against winning behaviors, instead of the small sample manual QA manages
- Coaching plans are generated from QA scores, with Performance Agents for upsell, closing, compliance and empathy
- More than 250 integrations, including Amazon Connect, Avaya, 8x8, Five9, Genesys and Talkdesk
Watch out for
- 100-agent minimum with annual contracts only, so smaller teams cannot buy it at all
- No published pricing — every deal is a custom quote, which makes budgeting before a sales call impossible
- A broad platform: a team that only wants speech analytics buys QA, coaching and AI agents too
CallMiner
Best for: Enterprise contact centers that need the deepest conversation analysis across every channel
CallMiner Eureka is the benchmark large contact centers measure everything else against. It analyzes voice, chat, email and social interactions, and it has held a G2 Leader spot in Speech Analytics for ten straight quarters — the longest run in this list. Automated scoring, sentiment analysis and topic discovery run across 100% of interactions, and PCI and PII redaction is built in for regulated teams. If your operation lives or dies on knowing why customers call, this is the deepest well.
Depth has a price beyond the quote. G2 reviewers report an average implementation of five months, and the learning curve is real: the platform rewards teams with analysts who can build scorecards and chase root causes. Smaller teams will find it heavy. But for an enterprise that treats conversation data as a strategic asset, CallMiner is still the standard.
What we like
- Analyzes voice, chat, email and social interactions, with automated scoring, sentiment analysis and topic discovery
- A G2 Leader in Speech Analytics for 10 consecutive quarters, per G2
- Sensitive-data redaction handles PCI and PII requirements for regulated teams
Watch out for
- Quote-only pricing aimed at enterprise budgets, with no public tiers to anchor against
- G2 reviewers report an average implementation time of 5 months
- Reviewers note a real learning curve — the depth takes time to master
Gong
Best for: B2B sales teams that want call recording, deal insight and forecasting in one system
Gong is the name sales leaders think of first, and the numbers explain why: 6,679 G2 reviews, the largest base in this list, and a product that connects what reps say on calls to what happens in the pipeline. Every call is recorded and analyzed, with AI summaries, trackers and deal boards that show which conversations move deals and which stall them. For a B2B sales org, that link between talk and revenue is the whole point.
The trade-off is cost. Gong publishes no prices, and buyer reports put core licences around $1,300 to $1,600 per user per year on top of a mandatory platform fee, with implementation taking four to eight weeks. It is an enterprise purchase. If your team sells over the phone and you can fund it, Gong is the deepest sales option here.
What we like
- Records and analyzes every sales call, with AI summaries, trackers and coaching cues tied to real conversations
- Deal boards and forecasting link what was said on calls to pipeline health
- The largest review base in this list — 6,679 G2 reviews — with deep Salesforce and HubSpot integrations
Watch out for
- No published pricing — buyer reports put core licences around $1,300-$1,600/user/year plus a mandatory platform fee
- Implementation typically takes 4-8 weeks and usually needs paid professional services
- Premium pricing puts it out of reach for small teams
NICE Nexidia
Best for: Large contact centers already running NICE CXone that want analytics inside the platform
NICE Nexidia is the right pick when you already run NICE CXone, because the analytics live inside the platform instead of alongside it. Calls, chats and emails are analyzed in real time, Enlighten AI models score sentiment and behavior, and journey analytics follow the customer past the single call. There is no separate integration to maintain and no second vendor to manage — the insight comes from the system your agents already use.
Bought on its own, Nexidia is a harder sell: there is no standalone price and no self-serve route, and G2 lists no reviews for Nexidia as its own product, so evidence is thin. You are buying into CXone as a platform, with enterprise deployment to match. For a CXone customer, that is a feature. For anyone else, the standalone tools in this list are easier to adopt.
What we like
- Real-time speech analytics across voice, chat and email, built into CXone rather than bolted on
- Enlighten AI pre-trained models cover interpretive, predictive and prescriptive use cases
- Journey analytics and IVR optimization sit in the same suite, so insights follow the whole customer journey
Watch out for
- No standalone price — speech analytics is sold as part of the CXone platform, not on its own
- Enterprise deployment and onboarding, with a platform to learn rather than a single tool
- Standalone reviews are scarce: G2 lists no reviews for Nexidia as its own product
Avoma
Best for: Small and mid-size sales teams that want meeting notes, call scoring and CRM sync without enterprise pricing
Avoma is the only tool in this list with a price you can read before talking to sales: $19 per recorder seat per month billed annually, with view-only collaborators free. The Startup plan covers unlimited transcription, AI notes and CRM sync, and the Conversation Intelligence add-on at $29 per seat per month adds AI call scoring with MEDDIC and SPICED scorecards. For a small sales team, that is a complete meeting-intelligence stack for the price of lunch.
The add-on math is the thing to watch. A rep who needs scoring pays $48 per seat per month on annual billing, not $19, and reviewers report the recorder sometimes joins late or drops. Transcription struggles with background noise and crosstalk. Even so, Avoma is the cheapest route into call analysis here, and the only one you can start without a sales call.
What we like
- Published pricing from $19/seat/month billed annually, and only recorder seats are paid — view-only collaborators are free
- Unlimited transcription and AI-generated notes on every plan, with CRM sync to Salesforce and HubSpot
- Conversation Intelligence add-on ($29/seat/month) adds AI call scoring with MEDDIC, SPICED and custom scorecards
Watch out for
- Conversation intelligence costs extra — a rep who needs call scoring pays $19 plus $29/seat/month on annual billing
- Reviewers report the recorder sometimes joins late or drops mid-call
- Transcription accuracy drops with background noise or crosstalk, per G2 reviewers
Chorus by ZoomInfo
Best for: Sales teams already paying for ZoomInfo that want call analysis tied to contact and account data
Chorus by ZoomInfo makes sense for one buyer: a sales team already paying for ZoomInfo. Call analysis ties directly to ZoomInfo contact and account records, so coaching, deal risk and forecasting all sit on the data the team already uses. Reviewers praise its ease of use and actionable insights, and with 2,994 G2 reviews it is one of the best-documented tools in this list. A free trial is offered from the product page.
The catch is the bundle. Chorus is no longer really sold on its own: it comes inside ZoomInfo packages, buyer reports cite an $8,000-a-year base for three seats plus $1,200 per extra seat, and two-year contracts are standard. If you are not already a ZoomInfo customer, you are buying a data platform to get a call tool. If you are, Chorus is the path of least resistance.
What we like
- Call analysis ties directly to ZoomInfo contact and account records, so coaching connects to the data the team already uses
- Coaching, deal-risk and forecasting views in the same product, with a free trial offered from the product page
- A large review base — 2,994 G2 reviews — with reviewers praising ease of use and actionable insights
Watch out for
- No standalone price — Chorus is sold inside ZoomInfo packages, and buyer reports cite an $8,000/year base for 3 seats plus $1,200 per extra seat
- Two-year contracts are standard, with early-termination penalties of 50-100% of remaining value, per buyer reports
- Reviewers note AI accuracy can be inconsistent, occasionally needing manual adjustment
Balto
Best for: Mid-size contact centers (50-500 agents) in compliance-heavy industries that want live guidance during calls
Balto is the only tool in this list that coaches while the customer is still on the line. During a live call it surfaces prompts, checklists, knowledge answers and compliance guidance, and after the call its Auto-QA scores every conversation — not a sample. That combination earns it the highest G2 score here, 4.8 out of 5 across 596 reviews, and it is built for the compliance-heavy centers where a missed disclosure has consequences.
Two honest limits. There is no published price, and third-party estimates put it around $100 to $200 per agent per month, so budgeting needs a sales conversation. And G2 reviewers report implementation averaging about two months, with some noting the live prompts can feel scripted. For a mid-size center that wants agents guided in the moment, though, nothing else here works in real time.
What we like
- Real-time prompts, checklists and compliance guidance reach agents during the live call, not after it
- Auto-QA scores 100% of calls, so coaching is based on every conversation instead of a small sample
- The highest G2 score in this list — 4.8/5 across 596 reviews — with 60+ integrations
Watch out for
- No published pricing — third-party estimates put it around $100-$200/agent/month
- G2 reviewers report an average implementation time of about 2 months
- Live guidance can feel scripted and interrupt the natural flow of a conversation, per G2 reviewers
Verint
Best for: Large enterprises in regulated industries where call compliance is a legal requirement
Verint Speech and Text Analytics serves the contact centers where compliance is the job: financial services, healthcare and other regulated industries. It transcribes and analyzes millions of calls, monitors script adherence and disclosure compliance, and produces audit-ready reporting with PCI and PII redaction built in. Workforce management and quality workflows round out a suite built for scale, not for a quick pilot.
Everything about Verint is enterprise-shaped. Pricing is quote-only with no public tiers, there is no self-serve route, and reviewers note the analytics do not work well outside the Verint platform. Some G2 reviewers also report accuracy issues on accented speech, so test with your real calls. For a regulated operation where a missed disclosure is a legal event, that compliance depth is the point.
What we like
- Transcribes and analyzes millions of calls, with script-adherence and disclosure-compliance monitoring
- Audit-ready reporting for regulated teams, with PCI and PII redaction built in
- Workforce management and quality workflows round out the suite for large operations
Watch out for
- Quote-only enterprise pricing with no public tiers and no self-serve route in
- Requires the Verint platform — reviewers note it does not work well as a standalone tool
- Some G2 reviewers report accuracy issues on accented speech
What a speech analytics tool actually does
The best speech analytics software does one job: it records your calls, turns the audio into text, and then reads every conversation for the things that matter — sentiment, script compliance, buying signals and coaching moments. Instead of a QA manager listening to a handful of calls a week, the software scores all of them, flags the ones that need a human, and shows you the patterns across thousands of conversations. That is the difference between sampling and knowing.
The market is growing fast because the old way does not scale. Grand View Research puts the speech analytics market at $4.2 billion in 2026, growing to $7.7 billion by 2030 at a 15.7% compound annual rate. The driver is simple: manual QA typically reviews only 2–5% of calls, so most of what customers actually say never reaches anyone who can act on it. Speech analytics closes that gap by scoring 100% of calls — the tools in this list all do that, except where noted — and routing only the exceptions to a human.
People search for this category three ways — speech analytics software, conversation intelligence and call analytics — and they mostly mean the same thing. The products differ in who they are built for: contact centers that need QA and compliance, or sales teams that need deal insight and coaching. The price follows the buyer, not just the features: contact-center platforms are sold by the agent on annual contracts, while sales tools are sold by the seat.
Enterprise contact-center platforms
Four tools in this list are built for the contact center first: Observe.AI, CallMiner, NICE Nexidia and Verint. They share the same shape — analyze every interaction, score it against a standard, and turn the results into coaching and compliance evidence — but they fit different centers.
Observe.AI is the modern all-rounder: automated QA, coaching and AI agents in one platform, with the easiest setup of the four. CallMiner is the deepest analyst: the most flexible scoring and root-cause analysis, built for teams with analysts who can use it. NICE Nexidia fits centers already on NICE CXone, where the analytics live inside the platform the agents already use. Verint fits regulated operations where audit-ready compliance reporting is the requirement, not a nice extra.
All four are custom-quoted with annual contracts, and none offers a free plan or a free trial — demos only. That is normal for this category: these are six-figure platform decisions, not subscriptions you start with a credit card. Budget for implementation too: G2 reviewers report around five months for CallMiner and two months for Balto, and enterprise rollouts rarely go faster.
Sales conversation intelligence
Gong, Chorus by ZoomInfo and Avoma are built for sales teams, not contact centers. They record sales calls and meetings, then turn them into coaching, deal risk and forecasting. The buyer here is a sales leader who wants to know why deals stall, which talk tracks win, and which reps need help — not a QA manager checking script compliance.
Gong is the deepest of the three and the most expensive, with the largest review base in this list. Chorus is the pick for teams already paying for ZoomInfo, because its call analysis ties into the contact and account data they already own. Avoma is the affordable route: the only published price in this list, a 14-day trial, and free view-only seats for everyone who just reads transcripts.
The pricing gap between these three is the story of the whole category. Avoma starts at $19 per seat per month billed annually. Gong and Chorus publish nothing, and buyer reports put them in an entirely different budget band — Gong around $1,300–$1,600 per user per year plus a platform fee, Chorus near $8,000 a year for three seats. A small sales team can start on Avoma this week; Gong and Chorus are board-level purchases.
Real-time guidance, live on the call
Most speech analytics works after the call ends: the recording is transcribed, scored and reported within minutes. That is enough for QA, coaching and trend analysis, and it is how seven of the eight tools here work. But one job needs the insight during the call itself — stopping an agent from skipping a required disclosure, or feeding them the right answer while the customer waits.
That is Balto's job, and it is the only tool in this list built for it. Its prompts, checklists and compliance guidance reach the agent live, and its Auto-QA then scores the same call afterwards. NICE Nexidia also analyzes voice in real time inside CXone, though its strength is the post-call analytics and journey view rather than live prompts. If your requirement is live guidance, shortlist Balto first and test it with your own scripts: reviewers note the prompts can feel scripted, and the only way to judge that is a live trial on real calls.
Quick comparison: tool type by need
| Buyer | Best pick | Why |
|---|---|---|
| Large contact center, QA plus coaching | Observe.AI | Auto QA on 100% of calls with coaching built in; 100-agent minimum |
| Enterprise needing the deepest analysis | CallMiner | Ten straight quarters as a G2 Leader; analyzes every channel |
| B2B sales team, deal insight | Gong | Call-to-pipeline insight with the largest review base here |
| Already running NICE CXone | NICE Nexidia | Analytics inside the platform; no separate integration |
| Small sales team on a budget | Avoma | $19/seat/month billed annually, the only published price here |
| Already paying for ZoomInfo | Chorus by ZoomInfo | Call analysis tied to ZoomInfo contact and account data |
| Live guidance during calls | Balto | Real-time prompts and compliance guidance; 4.8/5 on G2 |
| Regulated industry, compliance first | Verint | Audit-ready reporting with script and disclosure monitoring |
How to choose the best speech analytics software
- Start with the buyer, not the feature list. A contact center needs QA, compliance and coaching; a sales team needs deal insight and forecasting. Pick the camp first, then compare inside it — Observe.AI or CallMiner for centers, Gong or Avoma for sales teams.
- Check coverage, not just accuracy. Every tool here claims high accuracy, but the number that matters is how many calls get analyzed. Insist on 100% coverage in the quote, and ask what happens to calls the system cannot transcribe.
- Decide real time or after the call. If agents need guidance while the customer is on the line, only Balto (and, inside CXone, NICE) does that job. Everyone else analyzes after the call, which is fine for QA and coaching.
- Count the real seats. Some tools charge per agent, some per recorder, some per license plus a platform fee. Avoma only charges recorder seats and keeps viewers free; Gong and Chorus add platform fees and minimums. Get the full quote in writing, including implementation and renewal uplift.
- Test with your own calls. Run a trial on real recordings — accented speech, noisy lines, your actual scripts — before signing. Verint reviewers report accuracy issues on accented speech, and Avoma reviewers report the recorder dropping. Your calls are the only fair test.
Before you publish new pages for the phrases customers actually use on calls, run your titles through the free SERP snippet preview tool — it shows exactly how the title and description will look in Google.
Mistakes to avoid
- Budgeting from a headline price. Only Avoma publishes one. For the other seven, the quote is the price — and buyer reports show platform fees, implementation and minimums can double the first-year cost.
- Buying a sales tool for a contact center, or the reverse. Gong will not run your QA program, and CallMiner will not forecast your pipeline. Match the tool to the buyer, not the brand.
- Accepting sampled coverage. If the quote only covers a percentage of calls, you are paying for the same blind spot manual QA had. Insist on 100% in writing.
- Skipping the integration check. The value of call analysis depends on where the insight lands — your CRM, your QA workflow, your coaching queue. Confirm the integration exists for your phone system before you sign.
- Forgetting the contract. Two-year terms are standard for Chorus and common across the category, with steep early-termination penalties. Check the renewal uplift and the exit terms, and get the implementation timeline in the contract.
How we chose
We checked each vendor's own pricing page on November 2, 2026. Avoma was the only tool with a published starting price, which we recorded exactly as shown: $19 per recorder seat per month billed annually ($29 billed monthly). The other seven publish no starting price, so we recorded custom quote rather than a number we could not verify; where the text cites buyer-reported figures for Gong, Chorus and Balto, those come from third-party pricing reports, not the vendors, and are labeled as such. Ratings come from G2 pages read on November 2, 2026, except NICE Nexidia, where G2 lists no reviews for the product as a standalone tool, so no rating is shown. We ranked the tools by fit for the most common buyer — a contact center or sales team analyzing its calls — not by brand size. No vendor paid for a place in this list, and none of the links here are affiliate links.
What to do next
Start with the decision path above: name your buyer, demand 100% coverage, and decide whether you need live guidance or post-call analysis. Then take the trial or demo of your top pick and run your real calls through it — accented speech, noisy lines, your actual scripts — and compare the scores against what your QA team hears. If the calls keep pointing to the same website problem, our SEO audit service will show you what to fix first. If you'd rather have this set up and read for you, request a free SEO + AI visibility audit and get a ranked fix list in 2 business days.
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Get a free SEO + AI visibility audit→Sources we checked (17)
- Observe.AI pricing — observe.ai/pricing (checked November 2, 2026)
- Observe.AI on G2 — 4.6/5, 261 reviews (checked November 2, 2026)
- Observe.AI pricing guide — CloudTalk (checked November 2, 2026)
- CallMiner on G2 — 4.5/5, 236 reviews (checked November 2, 2026)
- Gong pricing — gong.io/pricing (checked November 2, 2026)
- Gong on G2 — 4.7/5, 6,679 reviews (checked November 2, 2026)
- Gong pricing reports — Prospeo (checked November 2, 2026)
- NICE CXone pricing — nice.com/pricing (checked November 2, 2026)
- NICE Nexidia on Capterra — contact vendor for pricing (checked November 2, 2026)
- Avoma pricing — avoma.com/pricing (checked November 2, 2026)
- Avoma on G2 — 4.6/5, 1,363 reviews (checked November 2, 2026)
- Chorus pricing reports — Revspire (checked November 2, 2026)
- Chorus by ZoomInfo on G2 — 4.5/5, 2,994 reviews (checked November 2, 2026)
- Balto on G2 — 4.8/5, 596 reviews (checked November 2, 2026)
- Balto pricing reports — Prospeo (checked November 2, 2026)
- Verint Speech and Text Analytics on G2 — 4.4/5, 89 reviews (checked November 2, 2026)
- Speech analytics market size — Grand View Research (checked November 2, 2026)
Shamim
Founder of SerpAstra
A full-stack SEO and digital marketer who spends most days on Local SEO for dental practices, AI search visibility and lead generation.
Frequently asked questions
What is the best speech analytics software in 2026?
Observe.AI is the best all-round pick for contact centers: automated QA on every call, coaching and AI agents in one platform. Gong is the best choice for B2B sales teams, and Avoma is the best affordable option, from $19/seat/month billed annually. The right pick depends on whether you run a contact center or a sales team.
How much does speech analytics software cost?
Avoma is the only tool here with a published price: $19/seat/month billed annually. The other seven are custom-quoted. Buyer reports put Gong around $1,300–$1,600/user/year plus a platform fee, Chorus near $8,000/year for 3 seats, and Balto around $100–$200/agent/month. Budget for implementation on top.
Is there a free speech analytics tool?
No tool in this list has a free plan. Avoma offers a 14-day free trial of its Organization plan with all add-ons, and Chorus offers a free trial from its product page. The other six are demo-only, with no free trial. If you need to test before paying, start with Avoma or Chorus.
What is the difference between speech analytics and conversation intelligence?
The terms overlap, but the buyers differ. Speech analytics usually means contact-center analysis: QA scoring, compliance and agent coaching across every call. Conversation intelligence usually means sales analysis: deal insight, forecasting and rep coaching from sales calls. Gong and Chorus sit on the sales side; Observe.AI, CallMiner and Verint sit on the contact-center side.
Does speech analytics work in real time?
Some tools do, most do not. Balto surfaces prompts and compliance guidance during the live call, and NICE Nexidia analyzes voice in real time inside CXone. The rest — including Observe.AI, CallMiner, Gong and Chorus — transcribe and analyze calls after they end, usually within minutes. If live guidance is the requirement, shortlist Balto first.
Can speech analytics replace manual QA?
It can replace the sampling, not the judgment. Manual QA typically reviews only 2–5% of calls; the tools in this list score 100% of them. That finds every missed disclosure and coaching moment. But a human still needs to review the exceptions, settle scoring disputes and coach the agent. Treat the software as a way to aim human QA, not remove it.
What should I check before buying speech analytics software?
Five things: whether it analyzes 100% of calls or a sample, transcription accuracy in your languages and accents, whether it works in real time or after the call, which phone system and CRM it integrates with, and what counts as a billable seat. Then get the quote in writing, including implementation fees and the renewal uplift, before you sign.
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