AI · head to head
Replicate vs Verbit
Verbit
AI
Transcription and captioning combining automatic speech recognition with professional human correction
- From
- $24/month
- Rated
- -
The short version
- Only Replicate has a free tier, so it costs nothing to try first.
- Each has a real cost: Replicate private model deployments are billed for all the time instances are online, including setup and idle time, not only for processing; Verbit only a small self-service tier has a published price; the institutional plans that most education buyers actually need are quoted, so budgeting requires a sales cycle and comparison against competitors requires several.
- They diverge on capability: Replicate covers Model hosting, Verbit covers ASR with human correction.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Replicate and Verbit actually diverge.
Identical on both: user rating (Not yet rated), category (AI).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Replicate
- Model hosting
- Simple API
- Auto-scaling
- Custom models
- REST API
- Python client
- JavaScript client
- Api support
Only in Verbit
- ASR with human correction
- Live realtime captioning
- Domain-tuned models
- Translation and subtitling
- Audio description
- LMS and video platform integrations
- Court-admissible transcripts
- Turnaround tiers
What people use each for
The jobs each tool is most often brought in to do.
Replicate
- Running open source machine learning models through a hosted API without managing GPUsnot Verbit
- Deploying and serving a custom or fine tuned model on rented GPU hardwarenot Verbit
- Per second billed batch image, video and language model inferencenot Verbit
Verbit
- A university that must caption recorded teaching to meet accessibility law and wants machine output for general content with human correction only where a student accommodation appliesnot Replicate
- A broadcaster needing live realtime captioning to regulatory standard, which the VITAC operation supplies rather than a pure software vendornot Replicate
- A law firm or court reporting operation needing certified transcripts of depositions with a defensible chain of accuracynot Replicate
- A market research team transcribing focus groups where speaker separation and verbatim fidelity matter more than turnaround speednot Replicate
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Replicate
- Private model deployments are billed for all the time instances are online, including setup and idle time, not only for processing
- Multi-GPU A100, H100, H200 and L40S capacity beyond the listed configurations is only available with a committed spend contract
- The pricing page publishes no free tier allowance
Verbit
- Only a small self-service tier has a published price; the institutional plans that most education buyers actually need are quoted, so budgeting requires a sales cycle and comparison against competitors requires several.
- Accuracy claims are benchmarked on clean audio with standard accents, and real lecture theatre recordings with technical vocabulary and non-native speakers fall well short, so the contracted level and the audio assumptions behind it must be written into the agreement.
- The human correction layer is what delivers the accuracy institutions buy, and it introduces turnaround times measured in hours or days, which does not suit anyone expecting transcripts immediately after a session.
- Cost scales with hours of content, so an institution that recorded everything during remote teaching and never reduced the volume can find transcription costing more than the lecture capture platform generating the recordings.
- Verbit has grown by acquisition and consolidated several transcription brands, and customers of acquired services have been migrated onto Verbit contracts and pricing on the acquirer's timetable rather than their own.
Pricing, plan by plan
Replicate
Free- Pay-as-you-go$null/usage
- Billed by execution time for public models
- CPU Small: $0.000025/second ($0.09/hour)
- 8x Nvidia A100 GPUs: $0.0112/second ($40.32/hour)
- Enterprise$null/custom
- Dedicated account manager
- Priority support
- Higher GPU limits
Verbit
$24/month- Standard$24/month
- From $24 per month
- 100 hours per month split as 50 live and 50 post-production
- Self-service sign-up
- Campus Complete$undefined/year
- Unlimited hours for an institution
- Built around media accessibility obligations
- LMS and lecture capture integrations
- Legal Capture and Legal Visor$undefined/year
- Unlimited legal transcription with court-admissible transcripts on request
- Live AI transcription and case insights
- Quoted
- Custom$undefined/year
- Enterprise deployment across the product suite
- Negotiated accuracy levels and turnaround
- Quoted
Which should you pick?
Choose Replicate if
- You need model hosting.
- You want to start without paying.
- You work on Api, Cloud.
- You also want simple api.
Choose Verbit if
- You need asr with human correction.
- You work on Web, API.
- You also want live realtime captioning.
Questions people ask
- Is Replicate or Verbit better?
- Neither clearly leads. Replicate starts at Free and Verbit at $24/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Replicate or Verbit?
- Replicate has a free tier; the other does not. Paid plans start at Free for Replicate and $24/month for Verbit.
- Does Replicate or Verbit run on more platforms?
- Replicate runs on Api, Cloud. Verbit runs on Web, API.
- Can I use Replicate for free?
- Yes. Replicate has a free tier, so you can try it without paying. Verbit starts at $24/month.
- What is Replicate best used for?
- Replicate is most often used for running open source machine learning models through a hosted api without managing gpus, deploying and serving a custom or fine tuned model on rented gpu hardware, per second billed batch image, video and language model inference. Of those, running open source machine learning models through a hosted api without managing gpus and deploying and serving a custom or fine tuned model on rented gpu hardware are not what Verbit is typically brought in for.
- What can Replicate do that Verbit cannot?
- Replicate covers Model hosting, Simple API, Auto-scaling, Custom models. Verbit covers ASR with human correction, Live realtime captioning, Domain-tuned models, Translation and subtitling.
Answered from the vendors’ own pages
Replicate: How much does Replicate cost?
Replicate uses pay-as-you-go pricing based on model execution time and compute type. Costs range from $0.09/hour for CPU (Small) to $40.32/hour for 8x Nvidia A100 GPUs. Some models charge per input/output tokens instead of time.
SourceVerbit: Is there published pricing?
Only for the entry Standard tier at around $24 a month for 100 hours split between live and post-production. Campus Complete and the legal and media unlimited plans are quoted.
Replicate: Does Replicate offer a free tier?
Yes, Replicate is free to start with pay-as-you-go pricing. There are no subscription tiers or minimum commitments; you pay only for what you use.
SourceVerbit: What accuracy does Verbit deliver?
Machine-only output is materially less accurate than the corrected tiers. Accuracy is a contracted service level on the human-corrected plans, and it assumes reasonable audio quality. Negotiate the figure and the remedy, not the marketing number.
Replicate: What is the difference between public and private models?
Public models are billed by execution time. Private models are billed for all instance uptime including setup, idle, and active processing time, except for fast-booting fine-tunes which are billed only during active processing.
SourceVerbit: What is VITAC?
A large North American broadcast captioning business Verbit acquired in 2021. It is why Verbit can supply live realtime captioning at broadcast standard rather than only post-production transcripts.
Verbit: Can I mix machine and human transcription?
Yes, and it is the main reason education buyers choose Verbit: route routine content through machine processing and accommodation-covered content through human correction on the same account.
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