REST, Batch and both WebSocket routes. Streaming support added September 22, 2026; the overview’s older REST/Batch-only note is superseded. Keyterms bias recognition, not fine-tune weights.
Access & pricing
Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.
REST, Batch and both WebSocket routes. Streaming support added September 22, 2026; the overview’s older REST/Batch-only note is superseded. Keyterms bias recognition, not fine-tune weights.
Prices retain their published currencies and billing units below.
Published billing units · original currency · observed 13 Oct 2026
Category
Usage
Rate
Unit
transcription
Speech recognition / translation1
₹30.00
audio hour
Rate conditions
Managed speech service; billed per second. Diarization is priced separately; no batch discount is assumed.
REST, Batch and both WebSocket routes. Streaming support added September 22, 2026; the overview’s older REST/Batch-only note is superseded. Keyterms bias recognition, not fine-tune weights.
Prices retain their published currencies and billing units below.
Published billing units · original currency · observed 13 Oct 2026
Category
Usage
Rate
Unit
transcription
Speech recognition / translation1
₹30.00
audio hour
transcription
Speech recognition with diarization2
₹45.00
audio hour
Rate conditions
Managed speech service; billed per second. Diarization is priced separately; no batch discount is assumed.
Total diarized service rate, not an additional ₹45 surcharge; billed per second.
REST, Batch and both WebSocket routes. Streaming support added September 22, 2026; the overview’s older REST/Batch-only note is superseded. Keyterms bias recognition, not fine-tune weights.
Prices retain their published currencies and billing units below.
Published billing units · original currency · observed 13 Oct 2026
Category
Usage
Rate
Unit
transcription
Speech recognition / translation1
₹30.00
audio hour
Rate conditions
Managed speech service; billed per second. Diarization is priced separately; no batch discount is assumed.
Partial and final transcripts; manual or VAD turn boundaries. Default model on this route is saaras:v3-realtime, unlike REST’s v4 default.Source for Request mode (opens in a new tab)
REST, Batch and both WebSocket routes. Streaming support added September 22, 2026; the overview’s older REST/Batch-only note is superseded. Keyterms bias recognition, not fine-tune weights.
Prices retain their published currencies and billing units below.
Published billing units · original currency · observed 13 Oct 2026
Category
Usage
Rate
Unit
transcription
Speech recognition / translation1
₹30.00
audio hour
Rate conditions
Managed speech service; billed per second. Diarization is priced separately; no batch discount is assumed.
Retention, training use, regional processing and enterprise terms have not been summarized for this endpoint.
Caching
Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.
01 / INITIAL INPUTProcess & retain
The system processes eligible input and retains reusable state.
02 / LATER REQUESTCheck available state
Reuse depends on matching input, session state and the cache policy.
03 / CACHE HITReuse & generate
Reusing state can reduce repeated work. Any charges follow the billing rules below.
Sarvam API
saaras:v4
Not verified
How it works
Not collected
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Not collected
Usage fields
Not collected
Billing rules
Not collected
Limits & data boundaries
Not collected
No verified cache rate for this endpoint. An empty rate is not a zero charge.
Sarvam API
saaras:v4
Not verified
How it works
Not collected
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Not collected
Usage fields
Not collected
Billing rules
Not collected
Limits & data boundaries
Not collected
No verified cache rate for this endpoint. An empty rate is not a zero charge.
Sarvam API
saaras:v4
Not verified
How it works
Not collected
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Not collected
Usage fields
Not collected
Billing rules
Not collected
Limits & data boundaries
Not collected
No verified cache rate for this endpoint. An empty rate is not a zero charge.
Sarvam API
saaras:v4
Not verified
How it works
Not collected
Minimum reusable input
Not collected
Lifetime & refresh
Not collected
How to enable it
Not collected
Usage fields
Not collected
Billing rules
Not collected
Limits & data boundaries
Not collected
No verified cache rate for this endpoint. An empty rate is not a zero charge.
What the measurements say
No benchmark observations have been added for this model. We do not turn a vendor description into a performance score.
Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.
The record behind the model
Why it is included
Inferred for this exact native API release/service from provider documentation and review of Sarvam’s public weight inventory. No weights for this identity were identified. Public Sarvam language/translation weights and hosted third-party weights are excluded. A named service or version does not establish an independently disclosed checkpoint.
