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Model infoModelsSnapshot: 15 Oct 2026

Gradium / Speech recognition

Gradium STT · July 2026

Current documented speech recognition generation with streaming transcripts, semantic turn detection and vocabulary boosting.

availableClosed weightsSpeech-to-text
Official documentation (opens in a new tab)Reviewed 13 Oct 2026
12 of 23 specification fields collected
Output formatsTranscript text with timing events; REST returns newline-delimited JSON after reading the full audio bodySee specification notes below
Languages5 listedFull language list in specifications
Input billingSee ratesGradium API
Output billingSee ratesPublished units and conditions below

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Context / input limit
Not collected
Maximum output
Not collected
Reasoning
Not collected
Tool calling
Not collected
Structured output
Not collected
Batch processing
Not collected
Fine-tuning
Not collected
Knowledge cutoff
Not collected
Parameters
Not collected
Architecture
Not collected
Languages
English, French, German, Spanish, PortugueseSource for Languages (opens in a new tab)
Context caching
Not collected
Session duration
Up to 3,000 seconds per STT session on WebSocket and RESTSource for Session duration (opens in a new tab)
Audio formats
WAV with 16/24/32-bit PCM, Signed little-endian mono PCM, Ogg Opus, 8 kHz mu-law / A-lawSource for Audio formats (opens in a new tab)
Audio sample rates
Bare pcm: 24 kHz; explicit PCM rates 8, 16, 22.05, 24, 44.1 and 48 kHzSource for Audio sample rates (opens in a new tab)
Generation controls
Temperature 0–1.5; delay_in_frames 0–80 with 80 ms per frame; padding_bonus −4 to 4; up to 500 keyword variants, no spaces, case/accent-sensitiveSource for Generation controls (opens in a new tab)

Keyword boosting changes decoding and requires no retraining. It is not evidence of fine-tuning. The main STT guide still gives an older 7–55 delay range.

Required request fields
Set json_config.language to en/fr/de/es/pt or any. Missing language is rejected.Source for Required request fields (opens in a new tab)
Published price
3 credits per audio secondSource for Published price (opens in a new tab)
Output formats
Transcript text with timing events; REST returns newline-delimited JSON after reading the full audio bodySource for Output formats (opens in a new tab)

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

API model ID
default
Access
Native transcription API. Streaming socket and whole-file REST have different input handling; language/translation settings required.
Regions
Default API routes to the nearest cluster without residency commitment. Paid enrolled organizations can pin EU or US inference; account data and custom voices remain in the EU, including for US inference.
API endpoint URL
wss://api.gradium.ai/api/speech/asrSource for API endpoint URL (opens in a new tab)
Session duration
Up to 3,000 seconds per STT session on WebSocket and RESTSource for Session duration (opens in a new tab)
Required request fields
Set json_config.language to en/fr/de/es/pt or any. Missing language is rejected.Source for Required request fields (opens in a new tab)
Request mode
Streams audio input and interim/final transcripts; semantic VAD and flush.Source for Request mode (opens in a new tab)

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 13 Oct 2026
CategoryUsageRateUnit
Speech usageTranscription · XS overage1$0.7452audio hour
SubscriptionPlan fee · XS2$13.00month
Speech usageTranscription · S overage3$0.54audio hour
SubscriptionPlan fee · S4$43.00month
Speech usageTranscription · M overage5$0.432audio hour
SubscriptionPlan fee · M6$340.00month
Speech usageTranscription · L overage7$0.4104audio hour
SubscriptionPlan fee · L8$1,615.00month

Rate conditions

  1. XS: $13/month includes 225,000 shared credits. Extra usage costs $6.9 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  2. Includes 225,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
  3. S: $43/month includes 900,000 shared credits. Extra usage costs $5 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  4. Includes 900,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
  5. M: $340/month includes 9,000,000 shared credits. Extra usage costs $4 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  6. Includes 9,000,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
  7. L: $1615/month includes 45,000,000 shared credits. Extra usage costs $3.8 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  8. Includes 45,000,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
Pricing source (opens in a new tab)Pricing source (opens in a new tab)

Data & enterprise terms

Paid plans can disable speech-session payload retention in organization Privacy Settings; this is opt-in, not a universal default. Standard ZDR excludes voice-design prompts and clone samples. Enterprise can contract extended coverage. Terms permit improvement/training use unless ZDR is activated; feedback has separate handling.

Read the service policy (opens in a new tab)
API model ID
default
Access
Native transcription API. Streaming socket and whole-file REST have different input handling; language/translation settings required.
Regions
Default API routes to the nearest cluster without residency commitment. Paid enrolled organizations can pin EU or US inference; account data and custom voices remain in the EU, including for US inference.
API endpoint URL
https://api.gradium.ai/api/post/speech/asrSource for API endpoint URL (opens in a new tab)
Session duration
Up to 3,000 seconds per STT session on WebSocket and RESTSource for Session duration (opens in a new tab)
Required request fields
Set json_config.language to en/fr/de/es/pt or any. Missing language is rejected.Source for Required request fields (opens in a new tab)
Request mode
Reads entire audio body before transcription, then streams NDJSON. This is not live bidirectional audio input or a separate batch inference API.Source for Request mode (opens in a new tab)

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 13 Oct 2026
CategoryUsageRateUnit
Speech usageTranscription · XS overage1$0.7452audio hour
SubscriptionPlan fee · XS2$13.00month
Speech usageTranscription · S overage3$0.54audio hour
SubscriptionPlan fee · S4$43.00month
Speech usageTranscription · M overage5$0.432audio hour
SubscriptionPlan fee · M6$340.00month
Speech usageTranscription · L overage7$0.4104audio hour
SubscriptionPlan fee · L8$1,615.00month

Rate conditions

  1. XS: $13/month includes 225,000 shared credits. Extra usage costs $6.9 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  2. Includes 225,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
  3. S: $43/month includes 900,000 shared credits. Extra usage costs $5 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  4. Includes 900,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
  5. M: $340/month includes 9,000,000 shared credits. Extra usage costs $4 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  6. Includes 9,000,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
  7. L: $1615/month includes 45,000,000 shared credits. Extra usage costs $3.8 per 100,000 credits and must be enabled. Included credits expire at month end; remaining pay-as-you-go credits roll over. Derived overage rate, not the effective rate of included credits. Annual billing and enterprise contracts are separate. Uses the documented credit multiplier; no text-token conversion.
  8. Includes 45,000,000 credits shared across speech products. Do not add the full subscription to every request. Monthly billing selected; annual pricing is a separate commitment.
Pricing source (opens in a new tab)Pricing source (opens in a new tab)

Data & enterprise terms

Paid plans can disable speech-session payload retention in organization Privacy Settings; this is opt-in, not a universal default. Standard ZDR excludes voice-design prompts and clone samples. Enterprise can contract extended coverage. Terms permit improvement/training use unless ZDR is activated; feedback has separate handling.

Read the service policy (opens in a new tab)

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.

Gradium API

default
Not verified

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

How it works
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Minimum reusable input
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Lifetime & refresh
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

How to enable it
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Usage fields
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Billing rules
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Limits & data boundaries
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Gradium API

default
Not verified

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

How it works
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Minimum reusable input
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Lifetime & refresh
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

How to enable it
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Usage fields
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Billing rules
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

Limits & data boundaries
Not collected

No reviewed model-specific prompt-cache contract. Reused WebSockets, stored voices and pronunciation dictionaries do not establish discounted prompt caching.

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

The proprietary service license reserves ownership of models and restricts copying, redistribution and extraction. Phonon is supplied as a separately licensed, partner-specific binary; offline deployment is not an open-weight license. Public SDKs and evaluation datasets do not grant production model weights.

Classification evidence (opens in a new tab)

Lifecycle dates

Release documented28 Jul 2026Source (opens in a new tab)

Sources reviewed